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    {
      "label": "Return the first path component - used to detect cross-repo edges.",
      "file_type": "rationale",
      "source_file": "graphify/analyze.py",
      "source_location": "L191",
      "_origin": "ast",
      "id": "graphify_analyze_rationale_191",
      "community": 13,
      "norm_label": "return the first path component - used to detect cross-repo edges."
    },
    {
      "label": "Score how surprising a cross-file edge is. Returns (score, reasons).",
      "file_type": "rationale",
      "source_file": "graphify/analyze.py",
      "source_location": "L205",
      "_origin": "ast",
      "id": "graphify_analyze_rationale_205",
      "community": 13,
      "norm_label": "score how surprising a cross-file edge is. returns (score, reasons)."
    },
    {
      "label": "Cross-file edges between real code/doc entities, ranked by a composite     surp",
      "file_type": "rationale",
      "source_file": "graphify/analyze.py",
      "source_location": "L270",
      "_origin": "ast",
      "id": "graphify_analyze_rationale_270",
      "community": 55,
      "norm_label": "cross-file edges between real code/doc entities, ranked by a composite     surp"
    },
    {
      "label": "For single-source corpora: find edges that bridge different communities.     Th",
      "file_type": "rationale",
      "source_file": "graphify/analyze.py",
      "source_location": "L337",
      "_origin": "ast",
      "id": "graphify_analyze_rationale_337",
      "community": 55,
      "norm_label": "for single-source corpora: find edges that bridge different communities.     th"
    },
    {
      "label": "Generate questions the graph is uniquely positioned to answer.     Based on: AM",
      "file_type": "rationale",
      "source_file": "graphify/analyze.py",
      "source_location": "L426",
      "_origin": "ast",
      "id": "graphify_analyze_rationale_426",
      "community": 13,
      "norm_label": "generate questions the graph is uniquely positioned to answer.     based on: am"
    },
    {
      "label": "Compare two graph snapshots and return what changed.      Returns:         {",
      "file_type": "rationale",
      "source_file": "graphify/analyze.py",
      "source_location": "L549",
      "_origin": "ast",
      "id": "graphify_analyze_rationale_549",
      "community": 13,
      "norm_label": "compare two graph snapshots and return what changed.      returns:         {"
    },
    {
      "label": "Detect circular import dependencies at the file level.      Collapses symbol-l",
      "file_type": "rationale",
      "source_file": "graphify/analyze.py",
      "source_location": "L637",
      "_origin": "ast",
      "id": "graphify_analyze_rationale_637",
      "community": 13,
      "norm_label": "detect circular import dependencies at the file level.      collapses symbol-l"
    },
    {
      "label": "# IMPORTANT: resolve endpoints using source_file only; never infer from label/id",
      "file_type": "rationale",
      "source_file": "graphify/analyze.py",
      "source_location": "L662",
      "_origin": "ast",
      "id": "graphify_analyze_rationale_662",
      "community": 55,
      "norm_label": "# important: resolve endpoints using source_file only; never infer from label/id"
    },
    {
      "label": "benchmark.py",
      "file_type": "code",
      "source_file": "graphify/benchmark.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "graphify_benchmark",
      "community": 221,
      "norm_label": "benchmark.py"
    },
    {
      "label": "_safe()",
      "file_type": "code",
      "source_file": "graphify/benchmark.py",
      "source_location": "L17",
      "_origin": "ast",
      "id": "graphify_benchmark_safe",
      "community": 221,
      "norm_label": "_safe()"
    },
    {
      "label": "_hr()",
      "file_type": "code",
      "source_file": "graphify/benchmark.py",
      "source_location": "L31",
      "_origin": "ast",
      "id": "graphify_benchmark_hr",
      "community": 221,
      "norm_label": "_hr()"
    },
    {
      "label": "_estimate_tokens()",
      "file_type": "code",
      "source_file": "graphify/benchmark.py",
      "source_location": "L36",
      "_origin": "ast",
      "id": "graphify_benchmark_estimate_tokens",
      "community": 106,
      "norm_label": "_estimate_tokens()"
    },
    {
      "label": "_query_subgraph_tokens()",
      "file_type": "code",
      "source_file": "graphify/benchmark.py",
      "source_location": "L40",
      "_origin": "ast",
      "id": "graphify_benchmark_query_subgraph_tokens",
      "community": 106,
      "norm_label": "_query_subgraph_tokens()"
    },
    {
      "label": "run_benchmark()",
      "file_type": "code",
      "source_file": "graphify/benchmark.py",
      "source_location": "L88",
      "_origin": "ast",
      "id": "graphify_benchmark_run_benchmark",
      "community": 106,
      "norm_label": "run_benchmark()"
    },
    {
      "label": "print_benchmark()",
      "file_type": "code",
      "source_file": "graphify/benchmark.py",
      "source_location": "L141",
      "_origin": "ast",
      "id": "graphify_benchmark_print_benchmark",
      "community": 221,
      "norm_label": "print_benchmark()"
    },
    {
      "label": "Token-reduction benchmark - measures how much context graphify saves vs naive fu",
      "file_type": "rationale",
      "source_file": "graphify/benchmark.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "graphify_benchmark_rationale_1",
      "community": 221,
      "norm_label": "token-reduction benchmark - measures how much context graphify saves vs naive fu"
    },
    {
      "label": "Return unicode_char if stdout can encode it, else ascii_fallback.      Windows",
      "file_type": "rationale",
      "source_file": "graphify/benchmark.py",
      "source_location": "L18",
      "_origin": "ast",
      "id": "graphify_benchmark_rationale_18",
      "community": 221,
      "norm_label": "return unicode_char if stdout can encode it, else ascii_fallback.      windows"
    },
    {
      "label": "Horizontal rule that survives non-UTF-8 stdout (e.g. Windows cp1252 console).",
      "file_type": "rationale",
      "source_file": "graphify/benchmark.py",
      "source_location": "L32",
      "_origin": "ast",
      "id": "graphify_benchmark_rationale_32",
      "community": 221,
      "norm_label": "horizontal rule that survives non-utf-8 stdout (e.g. windows cp1252 console)."
    },
    {
      "label": "Run BFS from best-matching nodes and return estimated tokens in the subgraph con",
      "file_type": "rationale",
      "source_file": "graphify/benchmark.py",
      "source_location": "L41",
      "_origin": "ast",
      "id": "graphify_benchmark_rationale_41",
      "community": 106,
      "norm_label": "run bfs from best-matching nodes and return estimated tokens in the subgraph con"
    },
    {
      "label": "Measure token reduction: corpus tokens vs graphify query tokens.      Args:",
      "file_type": "rationale",
      "source_file": "graphify/benchmark.py",
      "source_location": "L93",
      "_origin": "ast",
      "id": "graphify_benchmark_rationale_93",
      "community": 106,
      "norm_label": "measure token reduction: corpus tokens vs graphify query tokens.      args:"
    },
    {
      "label": "Print a human-readable benchmark report.",
      "file_type": "rationale",
      "source_file": "graphify/benchmark.py",
      "source_location": "L142",
      "_origin": "ast",
      "id": "graphify_benchmark_rationale_142",
      "community": 221,
      "norm_label": "print a human-readable benchmark report."
    },
    {
      "label": "graphify/build.py",
      "file_type": "code",
      "source_file": "graphify/build.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "graphify_build",
      "community": 29,
      "norm_label": "graphify/build.py"
    },
    {
      "label": "_normalize_hyperedge_members()",
      "file_type": "code",
      "source_file": "graphify/build.py",
      "source_location": "L85",
      "_origin": "ast",
      "id": "graphify_build_normalize_hyperedge_members",
      "community": 256,
      "norm_label": "_normalize_hyperedge_members()"
    },
    {
      "label": "_norm_source_file()",
      "file_type": "code",
      "source_file": "graphify/build.py",
      "source_location": "L127",
      "_origin": "ast",
      "id": "graphify_build_norm_source_file",
      "community": 22,
      "norm_label": "_norm_source_file()"
    },
    {
      "label": "_abs_identity()",
      "file_type": "code",
      "source_file": "graphify/build.py",
      "source_location": "L154",
      "_origin": "ast",
      "id": "graphify_build_abs_identity",
      "community": 29,
      "norm_label": "_abs_identity()"
    },
    {
      "label": "_is_file_node_label()",
      "file_type": "code",
      "source_file": "graphify/build.py",
      "source_location": "L177",
      "_origin": "ast",
      "id": "graphify_build_is_file_node_label",
      "community": 148,
      "norm_label": "_is_file_node_label()"
    },
    {
      "label": "_shortest_unique_suffix()",
      "file_type": "code",
      "source_file": "graphify/build.py",
      "source_location": "L191",
      "_origin": "ast",
      "id": "graphify_build_shortest_unique_suffix",
      "community": 148,
      "norm_label": "_shortest_unique_suffix()"
    },
    {
      "label": "_file_label_reassignments()",
      "file_type": "code",
      "source_file": "graphify/build.py",
      "source_location": "L208",
      "_origin": "ast",
      "id": "graphify_build_file_label_reassignments",
      "community": 148,
      "norm_label": "_file_label_reassignments()"
    },
    {
      "label": "_disambiguate_file_node_labels()",
      "file_type": "code",
      "source_file": "graphify/build.py",
      "source_location": "L229",
      "_origin": "ast",
      "id": "graphify_build_disambiguate_file_node_labels",
      "community": 148,
      "norm_label": "_disambiguate_file_node_labels()"
    },
    {
      "label": "disambiguate_file_labels_in_nodes()",
      "file_type": "code",
      "source_file": "graphify/build.py",
      "source_location": "L238",
      "_origin": "ast",
      "id": "graphify_build_disambiguate_file_labels_in_nodes",
      "community": 52,
      "norm_label": "disambiguate_file_labels_in_nodes()"
    },
    {
      "label": "_infer_merge_root()",
      "file_type": "code",
      "source_file": "graphify/build.py",
      "source_location": "L250",
      "_origin": "ast",
      "id": "graphify_build_infer_merge_root",
      "community": 29,
      "norm_label": "_infer_merge_root()"
    },
    {
      "label": "Path",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "graphify_build_py_path",
      "community": 29,
      "norm_label": "path"
    },
    {
      "label": "edge_data()",
      "file_type": "code",
      "source_file": "graphify/build.py",
      "source_location": "L274",
      "_origin": "ast",
      "id": "graphify_build_edge_data",
      "community": 6,
      "norm_label": "edge_data()"
    },
    {
      "label": "edge_datas()",
      "file_type": "code",
      "source_file": "graphify/build.py",
      "source_location": "L287",
      "_origin": "ast",
      "id": "graphify_build_edge_datas",
      "community": 6,
      "norm_label": "edge_datas()"
    },
    {
      "label": "dedupe_nodes()",
      "file_type": "code",
      "source_file": "graphify/build.py",
      "source_location": "L295",
      "_origin": "ast",
      "id": "graphify_build_dedupe_nodes",
      "community": 22,
      "norm_label": "dedupe_nodes()"
    },
    {
      "label": "dedupe_edges()",
      "file_type": "code",
      "source_file": "graphify/build.py",
      "source_location": "L314",
      "_origin": "ast",
      "id": "graphify_build_dedupe_edges",
      "community": 22,
      "norm_label": "dedupe_edges()"
    },
    {
      "label": "_old_file_stems()",
      "file_type": "code",
      "source_file": "graphify/build.py",
      "source_location": "L337",
      "_origin": "ast",
      "id": "graphify_build_old_file_stems",
      "community": 29,
      "norm_label": "_old_file_stems()"
    },
    {
      "label": "_semantic_id_remap()",
      "file_type": "code",
      "source_file": "graphify/build.py",
      "source_location": "L354",
      "_origin": "ast",
      "id": "graphify_build_semantic_id_remap",
      "community": 29,
      "norm_label": "_semantic_id_remap()"
    },
    {
      "label": "graph_has_legacy_ids()",
      "file_type": "code",
      "source_file": "graphify/build.py",
      "source_location": "L414",
      "_origin": "ast",
      "id": "graphify_build_graph_has_legacy_ids",
      "community": 29,
      "norm_label": "graph_has_legacy_ids()"
    },
    {
      "label": "_doc_twin_remap()",
      "file_type": "code",
      "source_file": "graphify/build.py",
      "source_location": "L458",
      "_origin": "ast",
      "id": "graphify_build_doc_twin_remap",
      "community": 29,
      "norm_label": "_doc_twin_remap()"
    },
    {
      "label": "build_from_json()",
      "file_type": "code",
      "source_file": "graphify/build.py",
      "source_location": "L490",
      "_origin": "ast",
      "id": "graphify_build_build_from_json",
      "community": 6,
      "norm_label": "build_from_json()"
    },
    {
      "label": "build()",
      "file_type": "code",
      "source_file": "graphify/build.py",
      "source_location": "L943",
      "_origin": "ast",
      "id": "graphify_build_build",
      "community": 79,
      "norm_label": "build()"
    },
    {
      "label": "_norm_label()",
      "file_type": "code",
      "source_file": "graphify/build.py",
      "source_location": "L982",
      "_origin": "ast",
      "id": "graphify_build_norm_label",
      "community": 29,
      "norm_label": "_norm_label()"
    },
    {
      "label": "deduplicate_by_label()",
      "file_type": "code",
      "source_file": "graphify/build.py",
      "source_location": "L990",
      "_origin": "ast",
      "id": "graphify_build_deduplicate_by_label",
      "community": 29,
      "norm_label": "deduplicate_by_label()"
    },
    {
      "label": "build_merge()",
      "file_type": "code",
      "source_file": "graphify/build.py",
      "source_location": "L1044",
      "_origin": "ast",
      "id": "graphify_build_build_merge",
      "community": 29,
      "norm_label": "build_merge()"
    },
    {
      "label": "prefix_graph_for_global()",
      "file_type": "code",
      "source_file": "graphify/build.py",
      "source_location": "L1251",
      "_origin": "ast",
      "id": "graphify_build_prefix_graph_for_global",
      "community": 61,
      "norm_label": "prefix_graph_for_global()"
    },
    {
      "label": "distinct_repo_tags()",
      "file_type": "code",
      "source_file": "graphify/build.py",
      "source_location": "L1267",
      "_origin": "ast",
      "id": "graphify_build_distinct_repo_tags",
      "community": 232,
      "norm_label": "distinct_repo_tags()"
    },
    {
      "label": "prune_repo_from_graph()",
      "file_type": "code",
      "source_file": "graphify/build.py",
      "source_location": "L1295",
      "_origin": "ast",
      "id": "graphify_build_prune_repo_from_graph",
      "community": 61,
      "norm_label": "prune_repo_from_graph()"
    },
    {
      "label": "Canonicalize a hyperedge's member list onto the `nodes` key, in place.      If",
      "file_type": "rationale",
      "source_file": "graphify/build.py",
      "source_location": "L86",
      "_origin": "ast",
      "id": "graphify_build_rationale_86",
      "community": 256,
      "norm_label": "canonicalize a hyperedge's member list onto the `nodes` key, in place.      if"
    },
    {
      "label": "Normalize path separators and relativize absolute paths.      Converts backsla",
      "file_type": "rationale",
      "source_file": "graphify/build.py",
      "source_location": "L128",
      "_origin": "ast",
      "id": "graphify_build_rationale_128",
      "community": 22,
      "norm_label": "normalize path separators and relativize absolute paths.      converts backsla"
    },
    {
      "label": "Return a form-insensitive absolute identity for a source_file.      prune/repl",
      "file_type": "rationale",
      "source_file": "graphify/build.py",
      "source_location": "L155",
      "_origin": "ast",
      "id": "graphify_build_rationale_155",
      "community": 29,
      "norm_label": "return a form-insensitive absolute identity for a source_file.      prune/repl"
    },
    {
      "label": "Whether *label* is a file node's label for *source_file* \u2014 the bare     basenam",
      "file_type": "rationale",
      "source_file": "graphify/build.py",
      "source_location": "L178",
      "_origin": "ast",
      "id": "graphify_build_rationale_178",
      "community": 148,
      "norm_label": "whether *label* is a file node's label for *source_file* \u2014 the bare     basenam"
    },
    {
      "label": "Shortest trailing path suffix (basename + k parent dirs) of *sf* that is     un",
      "file_type": "rationale",
      "source_file": "graphify/build.py",
      "source_location": "L192",
      "_origin": "ast",
      "id": "graphify_build_rationale_192",
      "community": 148,
      "norm_label": "shortest trailing path suffix (basename + k parent dirs) of *sf* that is     un"
    },
    {
      "label": "Given (key, label, source_file) triples, return {key: new_label} for file     n",
      "file_type": "rationale",
      "source_file": "graphify/build.py",
      "source_location": "L209",
      "_origin": "ast",
      "id": "graphify_build_rationale_209",
      "community": 148,
      "norm_label": "given (key, label, source_file) triples, return {key: new_label} for file     n"
    },
    {
      "label": "Relabel colliding-basename file nodes on a graph (#2032). Ids/edges are     nev",
      "file_type": "rationale",
      "source_file": "graphify/build.py",
      "source_location": "L230",
      "_origin": "ast",
      "id": "graphify_build_rationale_230",
      "community": 148,
      "norm_label": "relabel colliding-basename file nodes on a graph (#2032). ids/edges are     nev"
    },
    {
      "label": "Relabel colliding-basename file nodes on a raw node-dict list, in place     (#2",
      "file_type": "rationale",
      "source_file": "graphify/build.py",
      "source_location": "L239",
      "_origin": "ast",
      "id": "graphify_build_rationale_239",
      "community": 52,
      "norm_label": "relabel colliding-basename file nodes on a raw node-dict list, in place     (#2"
    },
    {
      "label": "Best-effort scan root for relativizing paths in build_merge when the caller",
      "file_type": "rationale",
      "source_file": "graphify/build.py",
      "source_location": "L251",
      "_origin": "ast",
      "id": "graphify_build_rationale_251",
      "community": 29,
      "norm_label": "best-effort scan root for relativizing paths in build_merge when the caller"
    },
    {
      "label": "Return one edge attribute dict for (u, v), tolerating MultiGraph.      For Mul",
      "file_type": "rationale",
      "source_file": "graphify/build.py",
      "source_location": "L275",
      "_origin": "ast",
      "id": "graphify_build_rationale_275",
      "community": 6,
      "norm_label": "return one edge attribute dict for (u, v), tolerating multigraph.      for mul"
    },
    {
      "label": "Return every edge attribute dict for (u, v); always a list.",
      "file_type": "rationale",
      "source_file": "graphify/build.py",
      "source_location": "L288",
      "_origin": "ast",
      "id": "graphify_build_rationale_288",
      "community": 6,
      "norm_label": "return every edge attribute dict for (u, v); always a list."
    },
    {
      "label": "Collapse nodes sharing an ``id``, last-writer-wins on attributes.      Mirrors",
      "file_type": "rationale",
      "source_file": "graphify/build.py",
      "source_location": "L296",
      "_origin": "ast",
      "id": "graphify_build_rationale_296",
      "community": 22,
      "norm_label": "collapse nodes sharing an ``id``, last-writer-wins on attributes.      mirrors"
    },
    {
      "label": "Collapse exact parallel edges by ``(source, target, relation)``, keeping the",
      "file_type": "rationale",
      "source_file": "graphify/build.py",
      "source_location": "L315",
      "_origin": "ast",
      "id": "graphify_build_rationale_315",
      "community": 22,
      "norm_label": "collapse exact parallel edges by ``(source, target, relation)``, keeping the"
    },
    {
      "label": "Pre-migration stem forms a semantic fragment may have used for ``rel``.      O",
      "file_type": "rationale",
      "source_file": "graphify/build.py",
      "source_location": "L338",
      "_origin": "ast",
      "id": "graphify_build_rationale_338",
      "community": 29,
      "norm_label": "pre-migration stem forms a semantic fragment may have used for ``rel``.      o"
    },
    {
      "label": "Re-derive non-AST node ids from ``source_file`` using the canonical     full-pa",
      "file_type": "rationale",
      "source_file": "graphify/build.py",
      "source_location": "L355",
      "_origin": "ast",
      "id": "graphify_build_rationale_355",
      "community": 29,
      "norm_label": "re-derive non-ast node ids from ``source_file`` using the canonical     full-pa"
    },
    {
      "label": "Whether a loaded graph still uses pre-#1504 node IDs (parent-dir / filename",
      "file_type": "rationale",
      "source_file": "graphify/build.py",
      "source_location": "L415",
      "_origin": "ast",
      "id": "graphify_build_rationale_415",
      "community": 29,
      "norm_label": "whether a loaded graph still uses pre-#1504 node ids (parent-dir / filename"
    },
    {
      "label": "Map a markdown quick-scan's bare doc node ``<slug>`` to the semantic     ``<slu",
      "file_type": "rationale",
      "source_file": "graphify/build.py",
      "source_location": "L459",
      "_origin": "ast",
      "id": "graphify_build_rationale_459",
      "community": 29,
      "norm_label": "map a markdown quick-scan's bare doc node ``<slug>`` to the semantic     ``<slu"
    },
    {
      "label": "Build a NetworkX graph from an extraction dict.      directed=True produces a",
      "file_type": "rationale",
      "source_file": "graphify/build.py",
      "source_location": "L491",
      "_origin": "ast",
      "id": "graphify_build_rationale_491",
      "community": 6,
      "norm_label": "build a networkx graph from an extraction dict.      directed=true produces a"
    },
    {
      "label": "Merge multiple extraction results into one graph.      directed=True produces",
      "file_type": "rationale",
      "source_file": "graphify/build.py",
      "source_location": "L951",
      "_origin": "ast",
      "id": "graphify_build_rationale_951",
      "community": 79,
      "norm_label": "merge multiple extraction results into one graph.      directed=true produces"
    },
    {
      "label": "Canonical dedup key \u2014 Unicode-aware, preserves CJK/word characters.",
      "file_type": "rationale",
      "source_file": "graphify/build.py",
      "source_location": "L983",
      "_origin": "ast",
      "id": "graphify_build_rationale_983",
      "community": 29,
      "norm_label": "canonical dedup key \u2014 unicode-aware, preserves cjk/word characters."
    },
    {
      "label": "Merge nodes that share a normalised label, rewriting edge references.      Pre",
      "file_type": "rationale",
      "source_file": "graphify/build.py",
      "source_location": "L991",
      "_origin": "ast",
      "id": "graphify_build_rationale_991",
      "community": 29,
      "norm_label": "merge nodes that share a normalised label, rewriting edge references.      pre"
    },
    {
      "label": "Load existing graph.json, merge new chunks into it, and save back.      Re-ext",
      "file_type": "rationale",
      "source_file": "graphify/build.py",
      "source_location": "L1054",
      "_origin": "ast",
      "id": "graphify_build_rationale_1054",
      "community": 29,
      "norm_label": "load existing graph.json, merge new chunks into it, and save back.      re-ext"
    },
    {
      "label": "Return a copy of G with all node IDs prefixed with repo_tag::.      Labels are",
      "file_type": "rationale",
      "source_file": "graphify/build.py",
      "source_location": "L1252",
      "_origin": "ast",
      "id": "graphify_build_rationale_1252",
      "community": 61,
      "norm_label": "return a copy of g with all node ids prefixed with repo_tag::.      labels are"
    },
    {
      "label": "Return a unique, human-meaningful repo tag per input graph for merge-graphs.",
      "file_type": "rationale",
      "source_file": "graphify/build.py",
      "source_location": "L1268",
      "_origin": "ast",
      "id": "graphify_build_rationale_1268",
      "community": 232,
      "norm_label": "return a unique, human-meaningful repo tag per input graph for merge-graphs."
    },
    {
      "label": "Remove all nodes tagged with repo_tag from G in-place. Returns count removed.",
      "file_type": "rationale",
      "source_file": "graphify/build.py",
      "source_location": "L1296",
      "_origin": "ast",
      "id": "graphify_build_rationale_1296",
      "community": 61,
      "norm_label": "remove all nodes tagged with repo_tag from g in-place. returns count removed."
    },
    {
      "label": "cache.py",
      "file_type": "code",
      "source_file": "graphify/cache.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "graphify_cache",
      "community": 28,
      "norm_label": "cache.py"
    },
    {
      "label": "_cleanup_stale_ast_entries()",
      "file_type": "code",
      "source_file": "graphify/cache.py",
      "source_location": "L39",
      "_origin": "ast",
      "id": "graphify_cache_cleanup_stale_ast_entries",
      "community": 28,
      "norm_label": "_cleanup_stale_ast_entries()"
    },
    {
      "label": "Path",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "graphify_cache_py_path",
      "community": 28,
      "norm_label": "path"
    },
    {
      "label": "prompt_fingerprint()",
      "file_type": "code",
      "source_file": "graphify/cache.py",
      "source_location": "L89",
      "_origin": "ast",
      "id": "graphify_cache_prompt_fingerprint",
      "community": 19,
      "norm_label": "prompt_fingerprint()"
    },
    {
      "label": "_resolve_prompt_fp()",
      "file_type": "code",
      "source_file": "graphify/cache.py",
      "source_location": "L112",
      "_origin": "ast",
      "id": "graphify_cache_resolve_prompt_fp",
      "community": 28,
      "norm_label": "_resolve_prompt_fp()"
    },
    {
      "label": "_body_content()",
      "file_type": "code",
      "source_file": "graphify/cache.py",
      "source_location": "L166",
      "_origin": "ast",
      "id": "graphify_cache_body_content",
      "community": 19,
      "norm_label": "_body_content()"
    },
    {
      "label": "_stat_index_file()",
      "file_type": "code",
      "source_file": "graphify/cache.py",
      "source_location": "L193",
      "_origin": "ast",
      "id": "graphify_cache_stat_index_file",
      "community": 28,
      "norm_label": "_stat_index_file()"
    },
    {
      "label": "_ensure_stat_index()",
      "file_type": "code",
      "source_file": "graphify/cache.py",
      "source_location": "L199",
      "_origin": "ast",
      "id": "graphify_cache_ensure_stat_index",
      "community": 28,
      "norm_label": "_ensure_stat_index()"
    },
    {
      "label": "_flush_stat_index()",
      "file_type": "code",
      "source_file": "graphify/cache.py",
      "source_location": "L219",
      "_origin": "ast",
      "id": "graphify_cache_flush_stat_index",
      "community": 28,
      "norm_label": "_flush_stat_index()"
    },
    {
      "label": "_normalize_path()",
      "file_type": "code",
      "source_file": "graphify/cache.py",
      "source_location": "L245",
      "_origin": "ast",
      "id": "graphify_cache_normalize_path",
      "community": 28,
      "norm_label": "_normalize_path()"
    },
    {
      "label": "file_hash()",
      "file_type": "code",
      "source_file": "graphify/cache.py",
      "source_location": "L256",
      "_origin": "ast",
      "id": "graphify_cache_file_hash",
      "community": 28,
      "norm_label": "file_hash()"
    },
    {
      "label": "cached_word_count()",
      "file_type": "code",
      "source_file": "graphify/cache.py",
      "source_location": "L339",
      "_origin": "ast",
      "id": "graphify_cache_cached_word_count",
      "community": 28,
      "norm_label": "cached_word_count()"
    },
    {
      "label": "_relativize_source_files_in()",
      "file_type": "code",
      "source_file": "graphify/cache.py",
      "source_location": "L386",
      "_origin": "ast",
      "id": "graphify_cache_relativize_source_files_in",
      "community": 28,
      "norm_label": "_relativize_source_files_in()"
    },
    {
      "label": "_absolutize_source_files_in()",
      "file_type": "code",
      "source_file": "graphify/cache.py",
      "source_location": "L426",
      "_origin": "ast",
      "id": "graphify_cache_absolutize_source_files_in",
      "community": 28,
      "norm_label": "_absolutize_source_files_in()"
    },
    {
      "label": "cache_dir()",
      "file_type": "code",
      "source_file": "graphify/cache.py",
      "source_location": "L454",
      "_origin": "ast",
      "id": "graphify_cache_cache_dir",
      "community": 28,
      "norm_label": "cache_dir()"
    },
    {
      "label": "load_cached()",
      "file_type": "code",
      "source_file": "graphify/cache.py",
      "source_location": "L485",
      "_origin": "ast",
      "id": "graphify_cache_load_cached",
      "community": 49,
      "norm_label": "load_cached()"
    },
    {
      "label": "save_cached()",
      "file_type": "code",
      "source_file": "graphify/cache.py",
      "source_location": "L560",
      "_origin": "ast",
      "id": "graphify_cache_save_cached",
      "community": 28,
      "norm_label": "save_cached()"
    },
    {
      "label": "cached_files()",
      "file_type": "code",
      "source_file": "graphify/cache.py",
      "source_location": "L629",
      "_origin": "ast",
      "id": "graphify_cache_cached_files",
      "community": 28,
      "norm_label": "cached_files()"
    },
    {
      "label": "clear_cache()",
      "file_type": "code",
      "source_file": "graphify/cache.py",
      "source_location": "L647",
      "_origin": "ast",
      "id": "graphify_cache_clear_cache",
      "community": 194,
      "norm_label": "clear_cache()"
    },
    {
      "label": "prune_semantic_cache()",
      "file_type": "code",
      "source_file": "graphify/cache.py",
      "source_location": "L665",
      "_origin": "ast",
      "id": "graphify_cache_prune_semantic_cache",
      "community": 28,
      "norm_label": "prune_semantic_cache()"
    },
    {
      "label": "check_semantic_cache()",
      "file_type": "code",
      "source_file": "graphify/cache.py",
      "source_location": "L719",
      "_origin": "ast",
      "id": "graphify_cache_check_semantic_cache",
      "community": 19,
      "norm_label": "check_semantic_cache()"
    },
    {
      "label": "_group_has_partial_marker()",
      "file_type": "code",
      "source_file": "graphify/cache.py",
      "source_location": "L791",
      "_origin": "ast",
      "id": "graphify_cache_group_has_partial_marker",
      "community": 49,
      "norm_label": "_group_has_partial_marker()"
    },
    {
      "label": "save_semantic_cache()",
      "file_type": "code",
      "source_file": "graphify/cache.py",
      "source_location": "L808",
      "_origin": "ast",
      "id": "graphify_cache_save_semantic_cache",
      "community": 49,
      "norm_label": "save_semantic_cache()"
    },
    {
      "label": "Remove AST cache entries left behind by other graphify versions.      Sweeps s",
      "file_type": "rationale",
      "source_file": "graphify/cache.py",
      "source_location": "L40",
      "_origin": "ast",
      "id": "graphify_cache_rationale_40",
      "community": 28,
      "norm_label": "remove ast cache entries left behind by other graphify versions.      sweeps s"
    },
    {
      "label": "Return a short stable fingerprint of an extraction prompt.      ``prompt`` is",
      "file_type": "rationale",
      "source_file": "graphify/cache.py",
      "source_location": "L90",
      "_origin": "ast",
      "id": "graphify_cache_rationale_90",
      "community": 19,
      "norm_label": "return a short stable fingerprint of an extraction prompt.      ``prompt`` is"
    },
    {
      "label": "Fingerprint the caller's extraction prompt, or None when it supplied none.",
      "file_type": "rationale",
      "source_file": "graphify/cache.py",
      "source_location": "L114",
      "_origin": "ast",
      "id": "graphify_cache_rationale_114",
      "community": 28,
      "norm_label": "fingerprint the caller's extraction prompt, or none when it supplied none."
    },
    {
      "label": "Strip YAML frontmatter from Markdown content, returning only the body.",
      "file_type": "rationale",
      "source_file": "graphify/cache.py",
      "source_location": "L167",
      "_origin": "ast",
      "id": "graphify_cache_rationale_167",
      "community": 19,
      "norm_label": "strip yaml frontmatter from markdown content, returning only the body."
    },
    {
      "label": "Normalize path for consistent cache keys across Windows path spellings.",
      "file_type": "rationale",
      "source_file": "graphify/cache.py",
      "source_location": "L246",
      "_origin": "ast",
      "id": "graphify_cache_rationale_246",
      "community": 28,
      "norm_label": "normalize path for consistent cache keys across windows path spellings."
    },
    {
      "label": "SHA256 of file contents + path relative to root.      Uses a stat-based fastpa",
      "file_type": "rationale",
      "source_file": "graphify/cache.py",
      "source_location": "L257",
      "_origin": "ast",
      "id": "graphify_cache_rationale_257",
      "community": 28,
      "norm_label": "sha256 of file contents + path relative to root.      uses a stat-based fastpa"
    },
    {
      "label": "Word count with the same (size, mtime_ns) stat-fastpath cache as     :func:`fil",
      "file_type": "rationale",
      "source_file": "graphify/cache.py",
      "source_location": "L340",
      "_origin": "ast",
      "id": "graphify_cache_rationale_340",
      "community": 28,
      "norm_label": "word count with the same (size, mtime_ns) stat-fastpath cache as     :func:`fil"
    },
    {
      "label": "Mutate ``payload`` to rewrite absolute ``source_file`` fields as     forward-sl",
      "file_type": "rationale",
      "source_file": "graphify/cache.py",
      "source_location": "L387",
      "_origin": "ast",
      "id": "graphify_cache_rationale_387",
      "community": 28,
      "norm_label": "mutate ``payload`` to rewrite absolute ``source_file`` fields as     forward-sl"
    },
    {
      "label": "Inverse of :func:`_relativize_source_files_in`.      Re-anchor relative ``sour",
      "file_type": "rationale",
      "source_file": "graphify/cache.py",
      "source_location": "L427",
      "_origin": "ast",
      "id": "graphify_cache_rationale_427",
      "community": 28,
      "norm_label": "inverse of :func:`_relativize_source_files_in`.      re-anchor relative ``sour"
    },
    {
      "label": "Returns the cache directory for ``kind`` - creates it if needed.      kind is",
      "file_type": "rationale",
      "source_file": "graphify/cache.py",
      "source_location": "L456",
      "_origin": "ast",
      "id": "graphify_cache_rationale_456",
      "community": 28,
      "norm_label": "returns the cache directory for ``kind`` - creates it if needed.      kind is"
    },
    {
      "label": "Return cached extraction for this file if hash matches, else None.      Cache",
      "file_type": "rationale",
      "source_file": "graphify/cache.py",
      "source_location": "L490",
      "_origin": "ast",
      "id": "graphify_cache_rationale_490",
      "community": 49,
      "norm_label": "return cached extraction for this file if hash matches, else none.      cache"
    },
    {
      "label": "Save extraction result for this file.      Stores as graphify-out/cache/{kind}",
      "file_type": "rationale",
      "source_file": "graphify/cache.py",
      "source_location": "L563",
      "_origin": "ast",
      "id": "graphify_cache_rationale_563",
      "community": 28,
      "norm_label": "save extraction result for this file.      stores as graphify-out/cache/{kind}"
    },
    {
      "label": "Return set of file hashes that have a valid cache entry (any kind).",
      "file_type": "rationale",
      "source_file": "graphify/cache.py",
      "source_location": "L630",
      "_origin": "ast",
      "id": "graphify_cache_rationale_630",
      "community": 28,
      "norm_label": "return set of file hashes that have a valid cache entry (any kind)."
    },
    {
      "label": "Delete all cache entries (ast/, semantic/, semantic-deep/, and legacy     flat",
      "file_type": "rationale",
      "source_file": "graphify/cache.py",
      "source_location": "L648",
      "_origin": "ast",
      "id": "graphify_cache_rationale_648",
      "community": 194,
      "norm_label": "delete all cache entries (ast/, semantic/, semantic-deep/, and legacy     flat"
    },
    {
      "label": "Remove orphaned semantic cache entries, returning the count pruned.      The s",
      "file_type": "rationale",
      "source_file": "graphify/cache.py",
      "source_location": "L666",
      "_origin": "ast",
      "id": "graphify_cache_rationale_666",
      "community": 28,
      "norm_label": "remove orphaned semantic cache entries, returning the count pruned.      the s"
    },
    {
      "label": "Check semantic extraction cache for a list of absolute file paths.      Return",
      "file_type": "rationale",
      "source_file": "graphify/cache.py",
      "source_location": "L727",
      "_origin": "ast",
      "id": "graphify_cache_rationale_727",
      "community": 19,
      "norm_label": "check semantic extraction cache for a list of absolute file paths.      return"
    },
    {
      "label": "True if any node/edge/hyperedge in a per-file group carries the internal     ``",
      "file_type": "rationale",
      "source_file": "graphify/cache.py",
      "source_location": "L792",
      "_origin": "ast",
      "id": "graphify_cache_rationale_792",
      "community": 49,
      "norm_label": "true if any node/edge/hyperedge in a per-file group carries the internal     ``"
    },
    {
      "label": "Save semantic extraction results to cache, keyed by source_file.      Groups n",
      "file_type": "rationale",
      "source_file": "graphify/cache.py",
      "source_location": "L821",
      "_origin": "ast",
      "id": "graphify_cache_rationale_821",
      "community": 49,
      "norm_label": "save semantic extraction results to cache, keyed by source_file.      groups n"
    },
    {
      "label": "callflow_html.py",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "graphify_callflow_html",
      "community": 149,
      "norm_label": "callflow_html.py"
    },
    {
      "label": "read_json()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L94",
      "_origin": "ast",
      "id": "graphify_callflow_html_read_json",
      "community": 85,
      "norm_label": "read_json()"
    },
    {
      "label": "Path",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "graphify_callflow_html_py_path",
      "community": 85,
      "norm_label": "path"
    },
    {
      "label": "first_present()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L107",
      "_origin": "ast",
      "id": "graphify_callflow_html_first_present",
      "community": 257,
      "norm_label": "first_present()"
    },
    {
      "label": "first_list()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L115",
      "_origin": "ast",
      "id": "graphify_callflow_html_first_list",
      "community": 181,
      "norm_label": "first_list()"
    },
    {
      "label": "to_float()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L123",
      "_origin": "ast",
      "id": "graphify_callflow_html_to_float",
      "community": 123,
      "norm_label": "to_float()"
    },
    {
      "label": "endpoint_id()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L131",
      "_origin": "ast",
      "id": "graphify_callflow_html_endpoint_id",
      "community": 257,
      "norm_label": "endpoint_id()"
    },
    {
      "label": "normalize_node()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L138",
      "_origin": "ast",
      "id": "graphify_callflow_html_normalize_node",
      "community": 257,
      "norm_label": "normalize_node()"
    },
    {
      "label": "normalize_edge()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L201",
      "_origin": "ast",
      "id": "graphify_callflow_html_normalize_edge",
      "community": 257,
      "norm_label": "normalize_edge()"
    },
    {
      "label": "_node_link_payload()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L222",
      "_origin": "ast",
      "id": "graphify_callflow_html_node_link_payload",
      "community": 181,
      "norm_label": "_node_link_payload()"
    },
    {
      "label": "load_graph()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L255",
      "_origin": "ast",
      "id": "graphify_callflow_html_load_graph",
      "community": 181,
      "norm_label": "load_graph()"
    },
    {
      "label": "load_labels()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L298",
      "_origin": "ast",
      "id": "graphify_callflow_html_load_labels",
      "community": 85,
      "norm_label": "load_labels()"
    },
    {
      "label": "load_sections()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L315",
      "_origin": "ast",
      "id": "graphify_callflow_html_load_sections",
      "community": 85,
      "norm_label": "load_sections()"
    },
    {
      "label": "load_report()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L325",
      "_origin": "ast",
      "id": "graphify_callflow_html_load_report",
      "community": 85,
      "norm_label": "load_report()"
    },
    {
      "label": "safe_mermaid_text()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L336",
      "_origin": "ast",
      "id": "graphify_callflow_html_safe_mermaid_text",
      "community": 107,
      "norm_label": "safe_mermaid_text()"
    },
    {
      "label": "html_comment_text()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L358",
      "_origin": "ast",
      "id": "graphify_callflow_html_html_comment_text",
      "community": 85,
      "norm_label": "html_comment_text()"
    },
    {
      "label": "stable_ascii_id()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L363",
      "_origin": "ast",
      "id": "graphify_callflow_html_stable_ascii_id",
      "community": 107,
      "norm_label": "stable_ascii_id()"
    },
    {
      "label": "node_mermaid_id()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L376",
      "_origin": "ast",
      "id": "graphify_callflow_html_node_mermaid_id",
      "community": 107,
      "norm_label": "node_mermaid_id()"
    },
    {
      "label": "mermaid_section_id()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L384",
      "_origin": "ast",
      "id": "graphify_callflow_html_mermaid_section_id",
      "community": 107,
      "norm_label": "mermaid_section_id()"
    },
    {
      "label": "safe_file_path()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L389",
      "_origin": "ast",
      "id": "graphify_callflow_html_safe_file_path",
      "community": 133,
      "norm_label": "safe_file_path()"
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    {
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      "label": "resolve_graphify_paths()",
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      "label": "is_zh()",
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      "label": "detect_lang()",
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      "label": "truncate_text()",
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      "_origin": "ast",
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      "label": "humanize_label()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L471",
      "_origin": "ast",
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      "_origin": "ast",
      "id": "graphify_callflow_html_node_kind",
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      "norm_label": "node_kind()"
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      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L525",
      "_origin": "ast",
      "id": "graphify_callflow_html_relation_label",
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      "label": "preferred_edges()",
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      "_origin": "ast",
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      "label": "edge_score()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
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      "_origin": "ast",
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      "norm_label": "edge_score()"
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      "norm_label": "mermaid_init()"
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    {
      "label": "mermaid_class_defs()",
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      "_origin": "ast",
      "id": "graphify_callflow_html_mermaid_class_defs",
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      "norm_label": "mermaid_class_defs()"
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    {
      "label": "build_community_index()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L637",
      "_origin": "ast",
      "id": "graphify_callflow_html_build_community_index",
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      "norm_label": "build_community_index()"
    },
    {
      "label": "html_anchor_id()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L646",
      "_origin": "ast",
      "id": "graphify_callflow_html_html_anchor_id",
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      "norm_label": "html_anchor_id()"
    },
    {
      "label": "normalize_communities()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L666",
      "_origin": "ast",
      "id": "graphify_callflow_html_normalize_communities",
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      "norm_label": "normalize_communities()"
    },
    {
      "label": "normalize_sections()",
      "file_type": "code",
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      "source_location": "L677",
      "_origin": "ast",
      "id": "graphify_callflow_html_normalize_sections",
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      "norm_label": "normalize_sections()"
    },
    {
      "label": "label_for_community()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L701",
      "_origin": "ast",
      "id": "graphify_callflow_html_label_for_community",
      "community": 149,
      "norm_label": "label_for_community()"
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    {
      "label": "_community_text()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
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      "_origin": "ast",
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      "norm_label": "_community_text()"
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    {
      "label": "_keyword_score()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L809",
      "_origin": "ast",
      "id": "graphify_callflow_html_keyword_score",
      "community": 149,
      "norm_label": "_keyword_score()"
    },
    {
      "label": "_rank_grouped_sections()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L816",
      "_origin": "ast",
      "id": "graphify_callflow_html_rank_grouped_sections",
      "community": 149,
      "norm_label": "_rank_grouped_sections()"
    },
    {
      "label": "derive_sections_from_communities()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L831",
      "_origin": "ast",
      "id": "graphify_callflow_html_derive_sections_from_communities",
      "community": 149,
      "norm_label": "derive_sections_from_communities()"
    },
    {
      "label": "build_section_node_map()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L886",
      "_origin": "ast",
      "id": "graphify_callflow_html_build_section_node_map",
      "community": 85,
      "norm_label": "build_section_node_map()"
    },
    {
      "label": "node_in_section()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L901",
      "_origin": "ast",
      "id": "graphify_callflow_html_node_in_section",
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      "norm_label": "node_in_section()"
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    {
      "label": "classify_edges()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L910",
      "_origin": "ast",
      "id": "graphify_callflow_html_classify_edges",
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      "norm_label": "classify_edges()"
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      "label": "should_include_edge()",
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      "_origin": "ast",
      "id": "graphify_callflow_html_should_include_edge",
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      "norm_label": "should_include_edge()"
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      "label": "node_degree_scores()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L963",
      "_origin": "ast",
      "id": "graphify_callflow_html_node_degree_scores",
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      "norm_label": "node_degree_scores()"
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    {
      "label": "Counter",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "graphify_callflow_html_py_counter",
      "community": 123,
      "norm_label": "counter"
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      "label": "node_importance()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L973",
      "_origin": "ast",
      "id": "graphify_callflow_html_node_importance",
      "community": 123,
      "norm_label": "node_importance()"
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    {
      "label": "select_diagram_nodes()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L981",
      "_origin": "ast",
      "id": "graphify_callflow_html_select_diagram_nodes",
      "community": 123,
      "norm_label": "select_diagram_nodes()"
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      "label": "node_label()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L1040",
      "_origin": "ast",
      "id": "graphify_callflow_html_node_label",
      "community": 107,
      "norm_label": "node_label()"
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    {
      "label": "group_nodes_by_file()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L1049",
      "_origin": "ast",
      "id": "graphify_callflow_html_group_nodes_by_file",
      "community": 107,
      "norm_label": "group_nodes_by_file()"
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      "label": "section_edge_summary()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L1058",
      "_origin": "ast",
      "id": "graphify_callflow_html_section_edge_summary",
      "community": 123,
      "norm_label": "section_edge_summary()"
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    {
      "label": "generate_overview_graph()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L1075",
      "_origin": "ast",
      "id": "graphify_callflow_html_generate_overview_graph",
      "community": 107,
      "norm_label": "generate_overview_graph()"
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      "label": "generate_section_flowchart()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L1110",
      "_origin": "ast",
      "id": "graphify_callflow_html_generate_section_flowchart",
      "community": 107,
      "norm_label": "generate_section_flowchart()"
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    {
      "label": "generate_nav()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L1175",
      "_origin": "ast",
      "id": "graphify_callflow_html_generate_nav",
      "community": 149,
      "norm_label": "generate_nav()"
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    {
      "label": "node_display_name()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L1183",
      "_origin": "ast",
      "id": "graphify_callflow_html_node_display_name",
      "community": 282,
      "norm_label": "node_display_name()"
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      "label": "format_node_refs()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L1191",
      "_origin": "ast",
      "id": "graphify_callflow_html_format_node_refs",
      "community": 133,
      "norm_label": "format_node_refs()"
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    {
      "label": "generate_call_table_rows()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L1209",
      "_origin": "ast",
      "id": "graphify_callflow_html_generate_call_table_rows",
      "community": 133,
      "norm_label": "generate_call_table_rows()"
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      "label": "_suggest_tag()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L1260",
      "_origin": "ast",
      "id": "graphify_callflow_html_suggest_tag",
      "community": 133,
      "norm_label": "_suggest_tag()"
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      "label": "_describe_node()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L1295",
      "_origin": "ast",
      "id": "graphify_callflow_html_describe_node",
      "community": 133,
      "norm_label": "_describe_node()"
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      "label": "generate_header()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L1330",
      "_origin": "ast",
      "id": "graphify_callflow_html_generate_header",
      "community": 149,
      "norm_label": "generate_header()"
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    {
      "label": "derive_flow_chain()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L1357",
      "_origin": "ast",
      "id": "graphify_callflow_html_derive_flow_chain",
      "community": 123,
      "norm_label": "derive_flow_chain()"
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    {
      "label": "generate_overview_cards()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L1389",
      "_origin": "ast",
      "id": "graphify_callflow_html_generate_overview_cards",
      "community": 123,
      "norm_label": "generate_overview_cards()"
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      "label": "section_keywords()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L1422",
      "_origin": "ast",
      "id": "graphify_callflow_html_section_keywords",
      "community": 149,
      "norm_label": "section_keywords()"
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    {
      "label": "generate_section_intro()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
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      "_origin": "ast",
      "id": "graphify_callflow_html_generate_section_intro",
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      "label": "generate_section_cards()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
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      "_origin": "ast",
      "id": "graphify_callflow_html_generate_section_cards",
      "community": 133,
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      "label": "CallflowOptions",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L1511",
      "_origin": "ast",
      "id": "graphify_callflow_html_callflowoptions",
      "community": 85,
      "norm_label": "callflowoptions"
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      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
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      "_origin": "ast",
      "id": "graphify_callflow_html_callflowoptions_init",
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      "label": "_report_highlights()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L1544",
      "_origin": "ast",
      "id": "graphify_callflow_html_report_highlights",
      "community": 133,
      "norm_label": "_report_highlights()"
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      "label": "write_callflow_html()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
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      "_origin": "ast",
      "id": "graphify_callflow_html_write_callflow_html",
      "community": 85,
      "norm_label": "write_callflow_html()"
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      "label": "main()",
      "file_type": "code",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L1982",
      "_origin": "ast",
      "id": "graphify_callflow_html_main",
      "community": 85,
      "norm_label": "main()"
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      "label": "Read JSON with a useful error message.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L95",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_95",
      "community": 85,
      "norm_label": "read json with a useful error message."
    },
    {
      "label": "Return the first non-empty value for any candidate key.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L108",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_108",
      "community": 257,
      "norm_label": "return the first non-empty value for any candidate key."
    },
    {
      "label": "Return the first list from a set of possible schema locations.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L116",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_116",
      "community": 181,
      "norm_label": "return the first list from a set of possible schema locations."
    },
    {
      "label": "Convert graph numeric fields that may be serialized as strings.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L124",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_124",
      "community": 123,
      "norm_label": "convert graph numeric fields that may be serialized as strings."
    },
    {
      "label": "Normalize edge endpoints that may be strings or node-like objects.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L132",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_132",
      "community": 257,
      "norm_label": "normalize edge endpoints that may be strings or node-like objects."
    },
    {
      "label": "Normalize a graphify node across common graph.json schema variants.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L139",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_139",
      "community": 257,
      "norm_label": "normalize a graphify node across common graph.json schema variants."
    },
    {
      "label": "Normalize graphify edges while preserving original fields.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L202",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_202",
      "community": 257,
      "norm_label": "normalize graphify edges while preserving original fields."
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    {
      "label": "Read current graphify graph.json via NetworkX's node-link parser.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L223",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_223",
      "community": 181,
      "norm_label": "read current graphify graph.json via networkx's node-link parser."
    },
    {
      "label": "Load graph.json. Returns normalized (nodes, edges, hyperedges, metadata).",
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      "source_file": "graphify/callflow_html.py",
      "source_location": "L256",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_256",
      "community": 181,
      "norm_label": "load graph.json. returns normalized (nodes, edges, hyperedges, metadata)."
    },
    {
      "label": "Load community labels from .graphify_labels.json, tolerating wrapper keys.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L299",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_299",
      "community": 85,
      "norm_label": "load community labels from .graphify_labels.json, tolerating wrapper keys."
    },
    {
      "label": "Load section definitions from JSON file.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L316",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_316",
      "community": 85,
      "norm_label": "load section definitions from json file."
    },
    {
      "label": "Load GRAPH_REPORT.md if it exists.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L326",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_326",
      "community": 85,
      "norm_label": "load graph_report.md if it exists."
    },
    {
      "label": "Sanitize text for use inside a Mermaid node label.      Replaces characters th",
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      "source_file": "graphify/callflow_html.py",
      "source_location": "L337",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_337",
      "community": 107,
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    },
    {
      "label": "Keep generated HTML comments well-formed.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L359",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_359",
      "community": 85,
      "norm_label": "keep generated html comments well-formed."
    },
    {
      "label": "Build a Mermaid-safe ASCII identifier with a hash suffix to avoid collisions.",
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      "source_file": "graphify/callflow_html.py",
      "source_location": "L364",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_364",
      "community": 107,
      "norm_label": "build a mermaid-safe ascii identifier with a hash suffix to avoid collisions."
    },
    {
      "label": "Generate a safe Mermaid node ID from a graph node.      Mermaid IDs must match",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L377",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_377",
      "community": 107,
      "norm_label": "generate a safe mermaid node id from a graph node.      mermaid ids must match"
    },
    {
      "label": "Convert a section ID (like 'cli-entry') to a safe Mermaid ID (like 'CLI_ENTRY').",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L385",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_385",
      "community": 107,
      "norm_label": "convert a section id (like 'cli-entry') to a safe mermaid id (like 'cli_entry')."
    },
    {
      "label": "Return a short, safe display path.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L390",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_390",
      "community": 133,
      "norm_label": "return a short, safe display path."
    },
    {
      "label": "Create a conservative filename stem from a project name.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L399",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_399",
      "community": 85,
      "norm_label": "create a conservative filename stem from a project name."
    },
    {
      "label": "Infer a display project name when graph metadata does not include one.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L405",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_405",
      "community": 85,
      "norm_label": "infer a display project name when graph metadata does not include one."
    },
    {
      "label": "Resolve project root, graphify output dir, and optional files.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L415",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_415",
      "community": 85,
      "norm_label": "resolve project root, graphify output dir, and optional files."
    },
    {
      "label": "Return true when localized strings should be Chinese.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L442",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_442",
      "community": 133,
      "norm_label": "return true when localized strings should be chinese."
    },
    {
      "label": "Small localization helper for generated copy.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L447",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_447",
      "community": 133,
      "norm_label": "small localization helper for generated copy."
    },
    {
      "label": "Resolve auto language from labels and node names.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L452",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_452",
      "community": 85,
      "norm_label": "resolve auto language from labels and node names."
    },
    {
      "label": "Truncate without splitting Mermaid syntax.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L464",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_464",
      "community": 282,
      "norm_label": "truncate without splitting mermaid syntax."
    },
    {
      "label": "Convert graph labels into short labels people can scan in a diagram.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L472",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_472",
      "community": 282,
      "norm_label": "convert graph labels into short labels people can scan in a diagram."
    },
    {
      "label": "Classify a graph node for Mermaid styling and table tags.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L488",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_488",
      "community": 107,
      "norm_label": "classify a graph node for mermaid styling and table tags."
    },
    {
      "label": "Map graph edge relation names to short diagram labels.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L526",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_526",
      "community": 107,
      "norm_label": "map graph edge relation names to short diagram labels."
    },
    {
      "label": "Filter to edges that make a readable call-flow diagram.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L557",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_557",
      "community": 123,
      "norm_label": "filter to edges that make a readable call-flow diagram."
    },
    {
      "label": "Rank edges by confidence and usefulness for diagrams.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L573",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_573",
      "community": 123,
      "norm_label": "rank edges by confidence and usefulness for diagrams."
    },
    {
      "label": "Return a Mermaid init directive that scales diagrams using Mermaid config.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L590",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_590",
      "community": 107,
      "norm_label": "return a mermaid init directive that scales diagrams using mermaid config."
    },
    {
      "label": "Shared Mermaid-native styles for readable diagrams.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L619",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_619",
      "community": 107,
      "norm_label": "shared mermaid-native styles for readable diagrams."
    },
    {
      "label": "Map community_id (str) -> list of nodes.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L638",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_638",
      "community": 149,
      "norm_label": "map community_id (str) -> list of nodes."
    },
    {
      "label": "Generate a stable, unique HTML anchor ID.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L647",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_647",
      "community": 281,
      "norm_label": "generate a stable, unique html anchor id."
    },
    {
      "label": "Normalize section community lists from JSON or simple strings.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L667",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_667",
      "community": 281,
      "norm_label": "normalize section community lists from json or simple strings."
    },
    {
      "label": "Ensure sections have safe unique IDs and an overview section first.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L678",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_678",
      "community": 281,
      "norm_label": "ensure sections have safe unique ids and an overview section first."
    },
    {
      "label": "Choose a readable section name for a community.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L702",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_702",
      "community": 149,
      "norm_label": "choose a readable section name for a community."
    },
    {
      "label": "Return selected grouped sections and overflow communities.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L817",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_817",
      "community": 149,
      "norm_label": "return selected grouped sections and overflow communities."
    },
    {
      "label": "Derive architecture-oriented sections when no sections JSON is supplied.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L832",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_832",
      "community": 149,
      "norm_label": "derive architecture-oriented sections when no sections json is supplied."
    },
    {
      "label": "Map section_id -> list of nodes belonging to its communities.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L887",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_887",
      "community": 85,
      "norm_label": "map section_id -> list of nodes belonging to its communities."
    },
    {
      "label": "Check if a node belongs to a section.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L902",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_902",
      "community": 149,
      "norm_label": "check if a node belongs to a section."
    },
    {
      "label": "Classify edges as intra-section or inter-section.      Returns:         {",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L911",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_911",
      "community": 85,
      "norm_label": "classify edges as intra-section or inter-section.      returns:         {"
    },
    {
      "label": "Decide whether to auto-include an edge in Mermaid output.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L947",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_947",
      "community": 123,
      "norm_label": "decide whether to auto-include an edge in mermaid output."
    },
    {
      "label": "Score nodes by useful edge participation.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L964",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_964",
      "community": 123,
      "norm_label": "score nodes by useful edge participation."
    },
    {
      "label": "Use graphify centrality fields when available.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L974",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_974",
      "community": 123,
      "norm_label": "use graphify centrality fields when available."
    },
    {
      "label": "Select a compact, connected subset of nodes for readable diagrams.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L982",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_982",
      "community": 123,
      "norm_label": "select a compact, connected subset of nodes for readable diagrams."
    },
    {
      "label": "Build a readable Mermaid node label.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L1041",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_1041",
      "community": 107,
      "norm_label": "build a readable mermaid node label."
    },
    {
      "label": "Group selected nodes by source file for Mermaid subgraphs.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L1050",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_1050",
      "community": 107,
      "norm_label": "group selected nodes by source file for mermaid subgraphs."
    },
    {
      "label": "Aggregate inter-section edge counts and relation names.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L1059",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_1059",
      "community": 123,
      "norm_label": "aggregate inter-section edge counts and relation names."
    },
    {
      "label": "Generate a readable section-level architecture overview.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L1078",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_1078",
      "community": 107,
      "norm_label": "generate a readable section-level architecture overview."
    },
    {
      "label": "Generate a compact, human-readable call-flow chart for a section.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L1114",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_1114",
      "community": 107,
      "norm_label": "generate a compact, human-readable call-flow chart for a section."
    },
    {
      "label": "Generate the sticky navigation bar.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L1176",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_1176",
      "community": 149,
      "norm_label": "generate the sticky navigation bar."
    },
    {
      "label": "Readable node label for tables and summaries.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L1184",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_1184",
      "community": 282,
      "norm_label": "readable node label for tables and summaries."
    },
    {
      "label": "Render node references as readable labels instead of internal IDs.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L1192",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_1192",
      "community": 133,
      "norm_label": "render node references as readable labels instead of internal ids."
    },
    {
      "label": "Generate call table row scaffolding for a section's nodes.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L1210",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_1210",
      "community": 133,
      "norm_label": "generate call table row scaffolding for a section's nodes."
    },
    {
      "label": "Heuristic tag suggestion based on label name and file type.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L1261",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_1261",
      "community": 133,
      "norm_label": "heuristic tag suggestion based on label name and file type."
    },
    {
      "label": "Generate a compact human-readable description for a graph node.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L1296",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_1296",
      "community": 133,
      "norm_label": "generate a compact human-readable description for a graph node."
    },
    {
      "label": "Generate the HTML header, title, subtitle, and nav.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L1331",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_1331",
      "community": 149,
      "norm_label": "generate the html header, title, subtitle, and nav."
    },
    {
      "label": "Derive a readable section flow from inter-section edges.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L1358",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_1358",
      "community": 123,
      "norm_label": "derive a readable section flow from inter-section edges."
    },
    {
      "label": "Generate generic overview cards.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L1392",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_1392",
      "community": 123,
      "norm_label": "generate generic overview cards."
    },
    {
      "label": "Pick representative words from labels and file names.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L1423",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_1423",
      "community": 149,
      "norm_label": "pick representative words from labels and file names."
    },
    {
      "label": "Generate the section introductory paragraph.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L1441",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_1441",
      "community": 133,
      "norm_label": "generate the section introductory paragraph."
    },
    {
      "label": "Generate key file and design-note cards for a section.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L1465",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_1465",
      "community": 133,
      "norm_label": "generate key file and design-note cards for a section."
    },
    {
      "label": "Options for call-flow architecture HTML generation.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L1512",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_1512",
      "community": 85,
      "norm_label": "options for call-flow architecture html generation."
    },
    {
      "label": "Extract a compact highlights card from GRAPH_REPORT.md.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L1545",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_1545",
      "community": 133,
      "norm_label": "extract a compact highlights card from graph_report.md."
    },
    {
      "label": "Generate call-flow architecture HTML from graphify output files.",
      "file_type": "rationale",
      "source_file": "graphify/callflow_html.py",
      "source_location": "L1595",
      "_origin": "ast",
      "id": "graphify_callflow_html_rationale_1595",
      "community": 85,
      "norm_label": "generate call-flow architecture html from graphify output files."
    },
    {
      "label": "cargo_introspect.py",
      "file_type": "code",
      "source_file": "graphify/cargo_introspect.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "graphify_cargo_introspect",
      "community": 98,
      "norm_label": "cargo_introspect.py"
    },
    {
      "label": "_load_toml()",
      "file_type": "code",
      "source_file": "graphify/cargo_introspect.py",
      "source_location": "L12",
      "_origin": "ast",
      "id": "graphify_cargo_introspect_load_toml",
      "community": 98,
      "norm_label": "_load_toml()"
    },
    {
      "label": "Path",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "graphify_cargo_introspect_py_path",
      "community": 98,
      "norm_label": "path"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "graphify_cargo_introspect_py_any",
      "community": 98,
      "norm_label": "any"
    },
    {
      "label": "_member_manifest_paths()",
      "file_type": "code",
      "source_file": "graphify/cargo_introspect.py",
      "source_location": "L27",
      "_origin": "ast",
      "id": "graphify_cargo_introspect_member_manifest_paths",
      "community": 98,
      "norm_label": "_member_manifest_paths()"
    },
    {
      "label": "introspect_cargo()",
      "file_type": "code",
      "source_file": "graphify/cargo_introspect.py",
      "source_location": "L47",
      "_origin": "ast",
      "id": "graphify_cargo_introspect_introspect_cargo",
      "community": 98,
      "norm_label": "introspect_cargo()"
    },
    {
      "label": "Cargo manifest introspection for workspace-internal crate dependencies.",
      "file_type": "rationale",
      "source_file": "graphify/cargo_introspect.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "graphify_cargo_introspect_rationale_1",
      "community": 98,
      "norm_label": "cargo manifest introspection for workspace-internal crate dependencies."
    },
    {
      "label": "Return crate nodes and internal dependency edges from Cargo manifests.",
      "file_type": "rationale",
      "source_file": "graphify/cargo_introspect.py",
      "source_location": "L48",
      "_origin": "ast",
      "id": "graphify_cargo_introspect_rationale_48",
      "community": 98,
      "norm_label": "return crate nodes and internal dependency edges from cargo manifests."
    },
    {
      "label": "cli.py",
      "file_type": "code",
      "source_file": "graphify/cli.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "graphify_cli",
      "community": 52,
      "norm_label": "cli.py"
    },
    {
      "label": "_default_graph_path()",
      "file_type": "code",
      "source_file": "graphify/cli.py",
      "source_location": "L84",
      "_origin": "ast",
      "id": "graphify_cli_default_graph_path",
      "community": 52,
      "norm_label": "_default_graph_path()"
    },
    {
      "label": "_stamped_manifest_files()",
      "file_type": "code",
      "source_file": "graphify/cli.py",
      "source_location": "L88",
      "_origin": "ast",
      "id": "graphify_cli_stamped_manifest_files",
      "community": 52,
      "norm_label": "_stamped_manifest_files()"
    },
    {
      "label": "Path",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "graphify_cli_py_path",
      "community": 52,
      "norm_label": "path"
    },
    {
      "label": "_stale_graph_sources()",
      "file_type": "code",
      "source_file": "graphify/cli.py",
      "source_location": "L148",
      "_origin": "ast",
      "id": "graphify_cli_stale_graph_sources",
      "community": 52,
      "norm_label": "_stale_graph_sources()"
    },
    {
      "label": "_prune_graph_json_sources()",
      "file_type": "code",
      "source_file": "graphify/cli.py",
      "source_location": "L245",
      "_origin": "ast",
      "id": "graphify_cli_prune_graph_json_sources",
      "community": 52,
      "norm_label": "_prune_graph_json_sources()"
    },
    {
      "label": "_StageTimer",
      "file_type": "code",
      "source_file": "graphify/cli.py",
      "source_location": "L296",
      "_origin": "ast",
      "id": "graphify_cli_stagetimer",
      "community": 52,
      "norm_label": "_stagetimer"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "graphify/cli.py",
      "source_location": "L304",
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      "label": "_query_stamp_fresh()",
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      "source_file": "graphify/cli.py",
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      "_origin": "ast",
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      "norm_label": "_query_stamp_fresh()"
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      "label": "_mark_session_denied()",
      "file_type": "code",
      "source_file": "graphify/cli.py",
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      "id": "graphify_cli_mark_session_denied",
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      "norm_label": "_mark_session_denied()"
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      "file_type": "code",
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      "norm_label": "_target_is_indexed()"
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      "file_type": "code",
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      "label": "Source files graph.json still references but the current scan no longer     con",
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      "norm_label": "_entropy()"
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      "norm_label": "_shingles()"
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      "_origin": "ast",
      "id": "graphify_dedup_make_minhash",
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      "norm_label": "_make_minhash()"
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      "_origin": "ast",
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      "norm_label": "_is_variant_pair()"
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      "_origin": "ast",
      "id": "graphify_dedup_short_label_blocked",
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      "norm_label": "_short_label_blocked()"
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      "norm_label": "_numeric_tokens_differ()"
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      "label": "_crossfile_fileanchored_blocked()",
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      "norm_label": "_crossfile_fileanchored_blocked()"
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    {
      "label": "_UF",
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      "norm_label": "_uf"
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      "_origin": "ast",
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      "norm_label": ".find()"
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      "_origin": "ast",
      "id": "graphify_dedup_uf_union",
      "community": 158,
      "norm_label": ".union()"
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      "_origin": "ast",
      "id": "graphify_dedup_uf_components",
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      "_origin": "ast",
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      "community": 99,
      "norm_label": "_is_code()"
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      "_origin": "ast",
      "id": "graphify_dedup_id_prefixes",
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      "norm_label": "_id_prefixes()"
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      "_origin": "ast",
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      "community": 99,
      "norm_label": "_defines_id()"
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      "label": "_collision_rank()",
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      "source_location": "L228",
      "_origin": "ast",
      "id": "graphify_dedup_collision_rank",
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      "norm_label": "_collision_rank()"
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      "label": "_same_source_entity()",
      "file_type": "code",
      "source_file": "graphify/dedup.py",
      "source_location": "L247",
      "_origin": "ast",
      "id": "graphify_dedup_same_source_entity",
      "community": 99,
      "norm_label": "_same_source_entity()"
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    {
      "label": "_merge_missing_attributes()",
      "file_type": "code",
      "source_file": "graphify/dedup.py",
      "source_location": "L262",
      "_origin": "ast",
      "id": "graphify_dedup_merge_missing_attributes",
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      "norm_label": "_merge_missing_attributes()"
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      "label": "_report_id_collision()",
      "file_type": "code",
      "source_file": "graphify/dedup.py",
      "source_location": "L281",
      "_origin": "ast",
      "id": "graphify_dedup_report_id_collision",
      "community": 99,
      "norm_label": "_report_id_collision()"
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    {
      "label": "deduplicate_entities()",
      "file_type": "code",
      "source_file": "graphify/dedup.py",
      "source_location": "L320",
      "_origin": "ast",
      "id": "graphify_dedup_deduplicate_entities",
      "community": 24,
      "norm_label": "deduplicate_entities()"
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    {
      "label": "_pick_winner()",
      "file_type": "code",
      "source_file": "graphify/dedup.py",
      "source_location": "L603",
      "_origin": "ast",
      "id": "graphify_dedup_pick_winner",
      "community": 99,
      "norm_label": "_pick_winner()"
    },
    {
      "label": "_llm_tiebreak()",
      "file_type": "code",
      "source_file": "graphify/dedup.py",
      "source_location": "L615",
      "_origin": "ast",
      "id": "graphify_dedup_llm_tiebreak",
      "community": 158,
      "norm_label": "_llm_tiebreak()"
    },
    {
      "label": "Entity deduplication pipeline for graphify knowledge graphs.  Pipeline: exact",
      "file_type": "rationale",
      "source_file": "graphify/dedup.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "graphify_dedup_rationale_1",
      "community": 99,
      "norm_label": "entity deduplication pipeline for graphify knowledge graphs.  pipeline: exact"
    },
    {
      "label": "Lowercase + collapse non-alphanumeric runs to space (Unicode-aware).",
      "file_type": "rationale",
      "source_file": "graphify/dedup.py",
      "source_location": "L20",
      "_origin": "ast",
      "id": "graphify_dedup_rationale_20",
      "community": 222,
      "norm_label": "lowercase + collapse non-alphanumeric runs to space (unicode-aware)."
    },
    {
      "label": "Shannon entropy in bits/char of the normalised label.",
      "file_type": "rationale",
      "source_file": "graphify/dedup.py",
      "source_location": "L28",
      "_origin": "ast",
      "id": "graphify_dedup_rationale_28",
      "community": 222,
      "norm_label": "shannon entropy in bits/char of the normalised label."
    },
    {
      "label": "Return k-gram character shingles of text.",
      "file_type": "rationale",
      "source_file": "graphify/dedup.py",
      "source_location": "L40",
      "_origin": "ast",
      "id": "graphify_dedup_rationale_40",
      "community": 99,
      "norm_label": "return k-gram character shingles of text."
    },
    {
      "label": "True if a and b are sibling model/SKU variants (same stem, different suffix).",
      "file_type": "rationale",
      "source_file": "graphify/dedup.py",
      "source_location": "L62",
      "_origin": "ast",
      "id": "graphify_dedup_rationale_62",
      "community": 258,
      "norm_label": "true if a and b are sibling model/sku variants (same stem, different suffix)."
    },
    {
      "label": "Block fuzzy merge for short labels unless it's a same-length single-char substit",
      "file_type": "rationale",
      "source_file": "graphify/dedup.py",
      "source_location": "L77",
      "_origin": "ast",
      "id": "graphify_dedup_rationale_77",
      "community": 258,
      "norm_label": "block fuzzy merge for short labels unless it's a same-length single-char substit"
    },
    {
      "label": "True when two labels carry different embedded numbers (#1284).      Long label",
      "file_type": "rationale",
      "source_file": "graphify/dedup.py",
      "source_location": "L97",
      "_origin": "ast",
      "id": "graphify_dedup_rationale_97",
      "community": 310,
      "norm_label": "true when two labels carry different embedded numbers (#1284).      long label"
    },
    {
      "label": "Block label-based merging of file-anchored non-code nodes across files (#1284).",
      "file_type": "rationale",
      "source_file": "graphify/dedup.py",
      "source_location": "L125",
      "_origin": "ast",
      "id": "graphify_dedup_rationale_125",
      "community": 158,
      "norm_label": "block label-based merging of file-anchored non-code nodes across files (#1284)."
    },
    {
      "label": "True for AST-extracted code symbols.      Code-node identity is the node ID (w",
      "file_type": "rationale",
      "source_file": "graphify/dedup.py",
      "source_location": "L177",
      "_origin": "ast",
      "id": "graphify_dedup_rationale_177",
      "community": 99,
      "norm_label": "true for ast-extracted code symbols.      code-node identity is the node id (w"
    },
    {
      "label": "The ID prefixes a node extracted from ``source_file`` may legitimately mint.",
      "file_type": "rationale",
      "source_file": "graphify/dedup.py",
      "source_location": "L197",
      "_origin": "ast",
      "id": "graphify_dedup_rationale_197",
      "community": 99,
      "norm_label": "the id prefixes a node extracted from ``source_file`` may legitimately mint."
    },
    {
      "label": "True when the node's own source_file is the file its ID encodes.      A doc th",
      "file_type": "rationale",
      "source_file": "graphify/dedup.py",
      "source_location": "L211",
      "_origin": "ast",
      "id": "graphify_dedup_rationale_211",
      "community": 99,
      "norm_label": "true when the node's own source_file is the file its id encodes.      a doc th"
    },
    {
      "label": "A total order for choosing the survivor of an ID collision, independent of",
      "file_type": "rationale",
      "source_file": "graphify/dedup.py",
      "source_location": "L229",
      "_origin": "ast",
      "id": "graphify_dedup_rationale_229",
      "community": 99,
      "norm_label": "a total order for choosing the survivor of an id collision, independent of"
    },
    {
      "label": "True when exact-ID records came from the same source file.      Exact IDs can",
      "file_type": "rationale",
      "source_file": "graphify/dedup.py",
      "source_location": "L248",
      "_origin": "ast",
      "id": "graphify_dedup_rationale_248",
      "community": 99,
      "norm_label": "true when exact-id records came from the same source file.      exact ids can"
    },
    {
      "label": "Fill the survivor's absent/None attributes from a same-source duplicate,     wi",
      "file_type": "rationale",
      "source_file": "graphify/dedup.py",
      "source_location": "L263",
      "_origin": "ast",
      "id": "graphify_dedup_rationale_263",
      "community": 99,
      "norm_label": "fill the survivor's absent/none attributes from a same-source duplicate,     wi"
    },
    {
      "label": "Report an ID collision in proportion to what dropping the loser actually costs.",
      "file_type": "rationale",
      "source_file": "graphify/dedup.py",
      "source_location": "L282",
      "_origin": "ast",
      "id": "graphify_dedup_rationale_282",
      "community": 99,
      "norm_label": "report an id collision in proportion to what dropping the loser actually costs."
    },
    {
      "label": "Deduplicate near-identical entities in a knowledge graph.      Args:",
      "file_type": "rationale",
      "source_file": "graphify/dedup.py",
      "source_location": "L327",
      "_origin": "ast",
      "id": "graphify_dedup_rationale_327",
      "community": 24,
      "norm_label": "deduplicate near-identical entities in a knowledge graph.      args:"
    },
    {
      "label": "Pick the canonical survivor: prefer no chunk suffix, then shorter ID.",
      "file_type": "rationale",
      "source_file": "graphify/dedup.py",
      "source_location": "L604",
      "_origin": "ast",
      "id": "graphify_dedup_rationale_604",
      "community": 99,
      "norm_label": "pick the canonical survivor: prefer no chunk suffix, then shorter id."
    },
    {
      "label": "Batch-resolve ambiguous pairs (score in [low, high)) via LLM.",
      "file_type": "rationale",
      "source_file": "graphify/dedup.py",
      "source_location": "L625",
      "_origin": "ast",
      "id": "graphify_dedup_rationale_625",
      "community": 158,
      "norm_label": "batch-resolve ambiguous pairs (score in [low, high)) via llm."
    },
    {
      "label": "detect.py",
      "file_type": "code",
      "source_file": "graphify/detect.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "graphify_detect",
      "community": 7,
      "norm_label": "detect.py"
    },
    {
      "label": "FileType",
      "file_type": "code",
      "source_file": "graphify/detect.py",
      "source_location": "L21",
      "_origin": "ast",
      "id": "graphify_detect_filetype",
      "community": 7,
      "norm_label": "filetype"
    },
    {
      "label": "str",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "str",
      "community": 7,
      "norm_label": "str"
    },
    {
      "label": "Enum",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "enum",
      "community": 7,
      "norm_label": "enum"
    },
    {
      "label": "_file_within_size_cap()",
      "file_type": "code",
      "source_file": "graphify/detect.py",
      "source_location": "L52",
      "_origin": "ast",
      "id": "graphify_detect_file_within_size_cap",
      "community": 7,
      "norm_label": "_file_within_size_cap()"
    },
    {
      "label": "Path",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "graphify_detect_py_path",
      "community": 7,
      "norm_label": "path"
    },
    {
      "label": "_zip_within_caps()",
      "file_type": "code",
      "source_file": "graphify/detect.py",
      "source_location": "L60",
      "_origin": "ast",
      "id": "graphify_detect_zip_within_caps",
      "community": 7,
      "norm_label": "_zip_within_caps()"
    },
    {
      "label": "_is_prose_note()",
      "file_type": "code",
      "source_file": "graphify/detect.py",
      "source_location": "L181",
      "_origin": "ast",
      "id": "graphify_detect_is_prose_note",
      "community": 7,
      "norm_label": "_is_prose_note()"
    },
    {
      "label": "_generic_keyword_hit()",
      "file_type": "code",
      "source_file": "graphify/detect.py",
      "source_location": "L192",
      "_origin": "ast",
      "id": "graphify_detect_generic_keyword_hit",
      "community": 7,
      "norm_label": "_generic_keyword_hit()"
    },
    {
      "label": "_is_graphable_source()",
      "file_type": "code",
      "source_file": "graphify/detect.py",
      "source_location": "L236",
      "_origin": "ast",
      "id": "graphify_detect_is_graphable_source",
      "community": 7,
      "norm_label": "_is_graphable_source()"
    },
    {
      "label": "_is_sensitive()",
      "file_type": "code",
      "source_file": "graphify/detect.py",
      "source_location": "L246",
      "_origin": "ast",
      "id": "graphify_detect_is_sensitive",
      "community": 0,
      "norm_label": "_is_sensitive()"
    },
    {
      "label": "_looks_like_paper()",
      "file_type": "code",
      "source_file": "graphify/detect.py",
      "source_location": "L280",
      "_origin": "ast",
      "id": "graphify_detect_looks_like_paper",
      "community": 7,
      "norm_label": "_looks_like_paper()"
    },
    {
      "label": "_split_env_s()",
      "file_type": "code",
      "source_file": "graphify/detect.py",
      "source_location": "L302",
      "_origin": "ast",
      "id": "graphify_detect_split_env_s",
      "community": 311,
      "norm_label": "_split_env_s()"
    },
    {
      "label": "_env_command_args()",
      "file_type": "code",
      "source_file": "graphify/detect.py",
      "source_location": "L309",
      "_origin": "ast",
      "id": "graphify_detect_env_command_args",
      "community": 311,
      "norm_label": "_env_command_args()"
    },
    {
      "label": "_shebang_interpreter()",
      "file_type": "code",
      "source_file": "graphify/detect.py",
      "source_location": "L432",
      "_origin": "ast",
      "id": "graphify_detect_shebang_interpreter",
      "community": 14,
      "norm_label": "_shebang_interpreter()"
    },
    {
      "label": "_shebang_file_type()",
      "file_type": "code",
      "source_file": "graphify/detect.py",
      "source_location": "L467",
      "_origin": "ast",
      "id": "graphify_detect_shebang_file_type",
      "community": 7,
      "norm_label": "_shebang_file_type()"
    },
    {
      "label": "classify_file()",
      "file_type": "code",
      "source_file": "graphify/detect.py",
      "source_location": "L475",
      "_origin": "ast",
      "id": "graphify_detect_classify_file",
      "community": 14,
      "norm_label": "classify_file()"
    },
    {
      "label": "extract_pdf_text()",
      "file_type": "code",
      "source_file": "graphify/detect.py",
      "source_location": "L512",
      "_origin": "ast",
      "id": "graphify_detect_extract_pdf_text",
      "community": 7,
      "norm_label": "extract_pdf_text()"
    },
    {
      "label": "docx_to_markdown()",
      "file_type": "code",
      "source_file": "graphify/detect.py",
      "source_location": "L529",
      "_origin": "ast",
      "id": "graphify_detect_docx_to_markdown",
      "community": 7,
      "norm_label": "docx_to_markdown()"
    },
    {
      "label": "xlsx_to_markdown()",
      "file_type": "code",
      "source_file": "graphify/detect.py",
      "source_location": "L571",
      "_origin": "ast",
      "id": "graphify_detect_xlsx_to_markdown",
      "community": 7,
      "norm_label": "xlsx_to_markdown()"
    },
    {
      "label": "xlsx_extract_structure()",
      "file_type": "code",
      "source_file": "graphify/detect.py",
      "source_location": "L603",
      "_origin": "ast",
      "id": "graphify_detect_xlsx_extract_structure",
      "community": 7,
      "norm_label": "xlsx_extract_structure()"
    },
    {
      "label": "convert_office_file()",
      "file_type": "code",
      "source_file": "graphify/detect.py",
      "source_location": "L693",
      "_origin": "ast",
      "id": "graphify_detect_convert_office_file",
      "community": 134,
      "norm_label": "convert_office_file()"
    },
    {
      "label": "count_words()",
      "file_type": "code",
      "source_file": "graphify/detect.py",
      "source_location": "L758",
      "_origin": "ast",
      "id": "graphify_detect_count_words",
      "community": 7,
      "norm_label": "count_words()"
    },
    {
      "label": "_has_venv_markers()",
      "file_type": "code",
      "source_file": "graphify/detect.py",
      "source_location": "L813",
      "_origin": "ast",
      "id": "graphify_detect_has_venv_markers",
      "community": 86,
      "norm_label": "_has_venv_markers()"
    },
    {
      "label": "_is_noise_dir()",
      "file_type": "code",
      "source_file": "graphify/detect.py",
      "source_location": "L836",
      "_origin": "ast",
      "id": "graphify_detect_is_noise_dir",
      "community": 86,
      "norm_label": "_is_noise_dir()"
    },
    {
      "label": "_parse_gitignore_line()",
      "file_type": "code",
      "source_file": "graphify/detect.py",
      "source_location": "L874",
      "_origin": "ast",
      "id": "graphify_detect_parse_gitignore_line",
      "community": 7,
      "norm_label": "_parse_gitignore_line()"
    },
    {
      "label": "_find_vcs_root()",
      "file_type": "code",
      "source_file": "graphify/detect.py",
      "source_location": "L898",
      "_origin": "ast",
      "id": "graphify_detect_find_vcs_root",
      "community": 7,
      "norm_label": "_find_vcs_root()"
    },
    {
      "label": "_git_info_exclude()",
      "file_type": "code",
      "source_file": "graphify/detect.py",
      "source_location": "L911",
      "_origin": "ast",
      "id": "graphify_detect_git_info_exclude",
      "community": 7,
      "norm_label": "_git_info_exclude()"
    },
    {
      "label": "_load_dir_own_ignore()",
      "file_type": "code",
      "source_file": "graphify/detect.py",
      "source_location": "L953",
      "_origin": "ast",
      "id": "graphify_detect_load_dir_own_ignore",
      "community": 7,
      "norm_label": "_load_dir_own_ignore()"
    },
    {
      "label": "_load_graphifyignore()",
      "file_type": "code",
      "source_file": "graphify/detect.py",
      "source_location": "L980",
      "_origin": "ast",
      "id": "graphify_detect_load_graphifyignore",
      "community": 7,
      "norm_label": "_load_graphifyignore()"
    },
    {
      "label": "_match_anchored_ignore_pattern()",
      "file_type": "code",
      "source_file": "graphify/detect.py",
      "source_location": "L1025",
      "_origin": "ast",
      "id": "graphify_detect_match_anchored_ignore_pattern",
      "community": 7,
      "norm_label": "_match_anchored_ignore_pattern()"
    },
    {
      "label": "_is_ignored()",
      "file_type": "code",
      "source_file": "graphify/detect.py",
      "source_location": "L1053",
      "_origin": "ast",
      "id": "graphify_detect_is_ignored",
      "community": 86,
      "norm_label": "_is_ignored()"
    },
    {
      "label": "_auto_follow_symlinks()",
      "file_type": "code",
      "source_file": "graphify/detect.py",
      "source_location": "L1143",
      "_origin": "ast",
      "id": "graphify_detect_auto_follow_symlinks",
      "community": 7,
      "norm_label": "_auto_follow_symlinks()"
    },
    {
      "label": "_resolves_under_root()",
      "file_type": "code",
      "source_file": "graphify/detect.py",
      "source_location": "L1159",
      "_origin": "ast",
      "id": "graphify_detect_resolves_under_root",
      "community": 7,
      "norm_label": "_resolves_under_root()"
    },
    {
      "label": "detect()",
      "file_type": "code",
      "source_file": "graphify/detect.py",
      "source_location": "L1168",
      "_origin": "ast",
      "id": "graphify_detect_detect",
      "community": 0,
      "norm_label": "detect()"
    },
    {
      "label": "_os_path()",
      "file_type": "code",
      "source_file": "graphify/detect.py",
      "source_location": "L1413",
      "_origin": "ast",
      "id": "graphify_detect_os_path",
      "community": 7,
      "norm_label": "_os_path()"
    },
    {
      "label": "_md5_file()",
      "file_type": "code",
      "source_file": "graphify/detect.py",
      "source_location": "L1441",
      "_origin": "ast",
      "id": "graphify_detect_md5_file",
      "community": 7,
      "norm_label": "_md5_file()"
    },
    {
      "label": "_stat_and_hash()",
      "file_type": "code",
      "source_file": "graphify/detect.py",
      "source_location": "L1454",
      "_origin": "ast",
      "id": "graphify_detect_stat_and_hash",
      "community": 7,
      "norm_label": "_stat_and_hash()"
    },
    {
      "label": "_to_relative_for_storage()",
      "file_type": "code",
      "source_file": "graphify/detect.py",
      "source_location": "L1463",
      "_origin": "ast",
      "id": "graphify_detect_to_relative_for_storage",
      "community": 7,
      "norm_label": "_to_relative_for_storage()"
    },
    {
      "label": "_to_absolute_from_storage()",
      "file_type": "code",
      "source_file": "graphify/detect.py",
      "source_location": "L1493",
      "_origin": "ast",
      "id": "graphify_detect_to_absolute_from_storage",
      "community": 7,
      "norm_label": "_to_absolute_from_storage()"
    },
    {
      "label": "load_manifest()",
      "file_type": "code",
      "source_file": "graphify/detect.py",
      "source_location": "L1508",
      "_origin": "ast",
      "id": "graphify_detect_load_manifest",
      "community": 7,
      "norm_label": "load_manifest()"
    },
    {
      "label": "save_manifest()",
      "file_type": "code",
      "source_file": "graphify/detect.py",
      "source_location": "L1530",
      "_origin": "ast",
      "id": "graphify_detect_save_manifest",
      "community": 7,
      "norm_label": "save_manifest()"
    },
    {
      "label": "detect_incremental()",
      "file_type": "code",
      "source_file": "graphify/detect.py",
      "source_location": "L1684",
      "_origin": "ast",
      "id": "graphify_detect_detect_incremental",
      "community": 7,
      "norm_label": "detect_incremental()"
    },
    {
      "label": "True if *path* exists and its on-disk size is within *cap*.",
      "file_type": "rationale",
      "source_file": "graphify/detect.py",
      "source_location": "L53",
      "_origin": "ast",
      "id": "graphify_detect_rationale_53",
      "community": 7,
      "norm_label": "true if *path* exists and its on-disk size is within *cap*."
    },
    {
      "label": "Reject a zip-based office file that is a likely zip/XML bomb.      Two layers,",
      "file_type": "rationale",
      "source_file": "graphify/detect.py",
      "source_location": "L61",
      "_origin": "ast",
      "id": "graphify_detect_rationale_61",
      "community": 7,
      "norm_label": "reject a zip-based office file that is a likely zip/xml bomb.      two layers,"
    },
    {
      "label": "A prose/note file (.md/.rst/...) whose stem is a multi-word topic slug is     e",
      "file_type": "rationale",
      "source_file": "graphify/detect.py",
      "source_location": "L182",
      "_origin": "ast",
      "id": "graphify_detect_rationale_182",
      "community": 7,
      "norm_label": "a prose/note file (.md/.rst/...) whose stem is a multi-word topic slug is     e"
    },
    {
      "label": "True if a generic secret keyword appears load-bearing in the filename.      Se",
      "file_type": "rationale",
      "source_file": "graphify/detect.py",
      "source_location": "L193",
      "_origin": "ast",
      "id": "graphify_detect_rationale_193",
      "community": 7,
      "norm_label": "true if a generic secret keyword appears load-bearing in the filename.      se"
    },
    {
      "label": "True for genuine programming-language source \u2014 the only category exempt     fro",
      "file_type": "rationale",
      "source_file": "graphify/detect.py",
      "source_location": "L237",
      "_origin": "ast",
      "id": "graphify_detect_rationale_237",
      "community": 7,
      "norm_label": "true for genuine programming-language source \u2014 the only category exempt     fro"
    },
    {
      "label": "Return True if this file likely contains secrets and should be skipped.",
      "file_type": "rationale",
      "source_file": "graphify/detect.py",
      "source_location": "L247",
      "_origin": "ast",
      "id": "graphify_detect_rationale_247",
      "community": 0,
      "norm_label": "return true if this file likely contains secrets and should be skipped."
    },
    {
      "label": "Heuristic: does this text file read like an academic paper?",
      "file_type": "rationale",
      "source_file": "graphify/detect.py",
      "source_location": "L281",
      "_origin": "ast",
      "id": "graphify_detect_rationale_281",
      "community": 7,
      "norm_label": "heuristic: does this text file read like an academic paper?"
    },
    {
      "label": "Re-tokenize an `env -S`/`--split-string` packed command, prepending the     ope",
      "file_type": "rationale",
      "source_file": "graphify/detect.py",
      "source_location": "L303",
      "_origin": "ast",
      "id": "graphify_detect_rationale_303",
      "community": 311,
      "norm_label": "re-tokenize an `env -s`/`--split-string` packed command, prepending the     ope"
    },
    {
      "label": "Strip leading env(1) options and var assignments, return the trailing     comma",
      "file_type": "rationale",
      "source_file": "graphify/detect.py",
      "source_location": "L310",
      "_origin": "ast",
      "id": "graphify_detect_rationale_310",
      "community": 311,
      "norm_label": "strip leading env(1) options and var assignments, return the trailing     comma"
    },
    {
      "label": "Return the interpreter name from a shebang line.      Handles forms that a nai",
      "file_type": "rationale",
      "source_file": "graphify/detect.py",
      "source_location": "L433",
      "_origin": "ast",
      "id": "graphify_detect_rationale_433",
      "community": 14,
      "norm_label": "return the interpreter name from a shebang line.      handles forms that a nai"
    },
    {
      "label": "Peek at the first line of an extensionless file for a shebang.",
      "file_type": "rationale",
      "source_file": "graphify/detect.py",
      "source_location": "L468",
      "_origin": "ast",
      "id": "graphify_detect_rationale_468",
      "community": 7,
      "norm_label": "peek at the first line of an extensionless file for a shebang."
    },
    {
      "label": "Extract plain text from a PDF file using pypdf.",
      "file_type": "rationale",
      "source_file": "graphify/detect.py",
      "source_location": "L513",
      "_origin": "ast",
      "id": "graphify_detect_rationale_513",
      "community": 7,
      "norm_label": "extract plain text from a pdf file using pypdf."
    },
    {
      "label": "Convert a .docx file to markdown text using python-docx.",
      "file_type": "rationale",
      "source_file": "graphify/detect.py",
      "source_location": "L530",
      "_origin": "ast",
      "id": "graphify_detect_rationale_530",
      "community": 7,
      "norm_label": "convert a .docx file to markdown text using python-docx."
    },
    {
      "label": "Convert an .xlsx file to markdown text using openpyxl.",
      "file_type": "rationale",
      "source_file": "graphify/detect.py",
      "source_location": "L572",
      "_origin": "ast",
      "id": "graphify_detect_rationale_572",
      "community": 7,
      "norm_label": "convert an .xlsx file to markdown text using openpyxl."
    },
    {
      "label": "Extract structural nodes (sheets, named tables, column headers) from an .xlsx fi",
      "file_type": "rationale",
      "source_file": "graphify/detect.py",
      "source_location": "L604",
      "_origin": "ast",
      "id": "graphify_detect_rationale_604",
      "community": 7,
      "norm_label": "extract structural nodes (sheets, named tables, column headers) from an .xlsx fi"
    },
    {
      "label": "Convert a .docx or .xlsx to a markdown sidecar in out_dir.      Returns the pa",
      "file_type": "rationale",
      "source_file": "graphify/detect.py",
      "source_location": "L694",
      "_origin": "ast",
      "id": "graphify_detect_rationale_694",
      "community": 134,
      "norm_label": "convert a .docx or .xlsx to a markdown sidecar in out_dir.      returns the pa"
    },
    {
      "label": "True only when *d* has actual virtualenv/conda structure on disk.      ``env``",
      "file_type": "rationale",
      "source_file": "graphify/detect.py",
      "source_location": "L814",
      "_origin": "ast",
      "id": "graphify_detect_rationale_814",
      "community": 86,
      "norm_label": "true only when *d* has actual virtualenv/conda structure on disk.      ``env``"
    },
    {
      "label": "Return True if this directory name looks like a venv, cache, or dep dir.",
      "file_type": "rationale",
      "source_file": "graphify/detect.py",
      "source_location": "L837",
      "_origin": "ast",
      "id": "graphify_detect_rationale_837",
      "community": 86,
      "norm_label": "return true if this directory name looks like a venv, cache, or dep dir."
    },
    {
      "label": "Parse one raw line from a .graphifyignore file per gitignore spec.      - Stri",
      "file_type": "rationale",
      "source_file": "graphify/detect.py",
      "source_location": "L875",
      "_origin": "ast",
      "id": "graphify_detect_rationale_875",
      "community": 7,
      "norm_label": "parse one raw line from a .graphifyignore file per gitignore spec.      - stri"
    },
    {
      "label": "Walk upward from start; return the first directory containing a VCS marker.",
      "file_type": "rationale",
      "source_file": "graphify/detect.py",
      "source_location": "L899",
      "_origin": "ast",
      "id": "graphify_detect_rationale_899",
      "community": 7,
      "norm_label": "walk upward from start; return the first directory containing a vcs marker."
    },
    {
      "label": "Resolve ``$GIT_DIR/info/exclude`` for the repo rooted at ``vcs_root``.      ``",
      "file_type": "rationale",
      "source_file": "graphify/detect.py",
      "source_location": "L912",
      "_origin": "ast",
      "id": "graphify_detect_rationale_912",
      "community": 7,
      "norm_label": "resolve ``$git_dir/info/exclude`` for the repo rooted at ``vcs_root``.      ``"
    },
    {
      "label": "Read .gitignore/.graphifyignore directly inside *d* (not its ancestors).",
      "file_type": "rationale",
      "source_file": "graphify/detect.py",
      "source_location": "L954",
      "_origin": "ast",
      "id": "graphify_detect_rationale_954",
      "community": 7,
      "norm_label": "read .gitignore/.graphifyignore directly inside *d* (not its ancestors)."
    },
    {
      "label": "Read .graphifyignore files and return (anchor_dir, pattern) pairs.      Patter",
      "file_type": "rationale",
      "source_file": "graphify/detect.py",
      "source_location": "L981",
      "_origin": "ast",
      "id": "graphify_detect_rationale_981",
      "community": 7,
      "norm_label": "read .graphifyignore files and return (anchor_dir, pattern) pairs.      patter"
    },
    {
      "label": "Match an anchored gitignore pattern without letting ``*`` cross ``/``.",
      "file_type": "rationale",
      "source_file": "graphify/detect.py",
      "source_location": "L1026",
      "_origin": "ast",
      "id": "graphify_detect_rationale_1026",
      "community": 7,
      "norm_label": "match an anchored gitignore pattern without letting ``*`` cross ``/``."
    },
    {
      "label": "Return True if the path should be ignored per .graphifyignore patterns.      U",
      "file_type": "rationale",
      "source_file": "graphify/detect.py",
      "source_location": "L1060",
      "_origin": "ast",
      "id": "graphify_detect_rationale_1060",
      "community": 86,
      "norm_label": "return true if the path should be ignored per .graphifyignore patterns.      u"
    },
    {
      "label": "Return whether ``root`` has any direct symlinked child.      Kept for callers",
      "file_type": "rationale",
      "source_file": "graphify/detect.py",
      "source_location": "L1144",
      "_origin": "ast",
      "id": "graphify_detect_rationale_1144",
      "community": 7,
      "norm_label": "return whether ``root`` has any direct symlinked child.      kept for callers"
    },
    {
      "label": "True when ``path`` resolves to a target inside ``root``.",
      "file_type": "rationale",
      "source_file": "graphify/detect.py",
      "source_location": "L1160",
      "_origin": "ast",
      "id": "graphify_detect_rationale_1160",
      "community": 7,
      "norm_label": "true when ``path`` resolves to a target inside ``root``."
    },
    {
      "label": "r\"\"\"Return an OS path string safe for open()/stat() on Windows long paths.",
      "file_type": "rationale",
      "source_file": "graphify/detect.py",
      "source_location": "L1414",
      "_origin": "ast",
      "id": "graphify_detect_rationale_1414",
      "community": 7,
      "norm_label": "r\"\"\"return an os path string safe for open()/stat() on windows long paths."
    },
    {
      "label": "MD5 of file contents streamed in 64KB chunks \u2014 for change detection only.",
      "file_type": "rationale",
      "source_file": "graphify/detect.py",
      "source_location": "L1442",
      "_origin": "ast",
      "id": "graphify_detect_rationale_1442",
      "community": 7,
      "norm_label": "md5 of file contents streamed in 64kb chunks \u2014 for change detection only."
    },
    {
      "label": "Stat + MD5 a single file; returns None on OSError (e.g. deleted mid-run).",
      "file_type": "rationale",
      "source_file": "graphify/detect.py",
      "source_location": "L1455",
      "_origin": "ast",
      "id": "graphify_detect_rationale_1455",
      "community": 7,
      "norm_label": "stat + md5 a single file; returns none on oserror (e.g. deleted mid-run)."
    },
    {
      "label": "Return ``key`` as a forward-slash relative path from ``root``.      Keys outsi",
      "file_type": "rationale",
      "source_file": "graphify/detect.py",
      "source_location": "L1464",
      "_origin": "ast",
      "id": "graphify_detect_rationale_1464",
      "community": 7,
      "norm_label": "return ``key`` as a forward-slash relative path from ``root``.      keys outsi"
    },
    {
      "label": "Inverse of :func:`_to_relative_for_storage`.      Re-anchor a stored key again",
      "file_type": "rationale",
      "source_file": "graphify/detect.py",
      "source_location": "L1494",
      "_origin": "ast",
      "id": "graphify_detect_rationale_1494",
      "community": 7,
      "norm_label": "inverse of :func:`_to_relative_for_storage`.      re-anchor a stored key again"
    },
    {
      "label": "Load the manifest from a previous run. Returns {} on any error.      When ``ro",
      "file_type": "rationale",
      "source_file": "graphify/detect.py",
      "source_location": "L1513",
      "_origin": "ast",
      "id": "graphify_detect_rationale_1513",
      "community": 7,
      "norm_label": "load the manifest from a previous run. returns {} on any error.      when ``ro"
    },
    {
      "label": "Save current file mtimes + content hashes for change detection.      kind=\"ast",
      "file_type": "rationale",
      "source_file": "graphify/detect.py",
      "source_location": "L1539",
      "_origin": "ast",
      "id": "graphify_detect_rationale_1539",
      "community": 7,
      "norm_label": "save current file mtimes + content hashes for change detection.      kind=\"ast"
    },
    {
      "label": "Like detect(), but returns only new or modified files since the last run.",
      "file_type": "rationale",
      "source_file": "graphify/detect.py",
      "source_location": "L1694",
      "_origin": "ast",
      "id": "graphify_detect_rationale_1694",
      "community": 7,
      "norm_label": "like detect(), but returns only new or modified files since the last run."
    },
    {
      "label": "# NOTE: aws_credentials/gcloud_credentials/service_account moved to the",
      "file_type": "rationale",
      "source_file": "graphify/detect.py",
      "source_location": "L126",
      "_origin": "ast",
      "id": "graphify_detect_rationale_126",
      "community": 7,
      "norm_label": "# note: aws_credentials/gcloud_credentials/service_account moved to the"
    },
    {
      "label": "diagnostics.py",
      "file_type": "code",
      "source_file": "graphify/diagnostics.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "graphify_diagnostics",
      "community": 31,
      "norm_label": "diagnostics.py"
    },
    {
      "label": "_safe_text()",
      "file_type": "code",
      "source_file": "graphify/diagnostics.py",
      "source_location": "L19",
      "_origin": "ast",
      "id": "graphify_diagnostics_safe_text",
      "community": 31,
      "norm_label": "_safe_text()"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "graphify_diagnostics_py_any",
      "community": 31,
      "norm_label": "any"
    },
    {
      "label": "_edge_list()",
      "file_type": "code",
      "source_file": "graphify/diagnostics.py",
      "source_location": "L27",
      "_origin": "ast",
      "id": "graphify_diagnostics_edge_list",
      "community": 31,
      "norm_label": "_edge_list()"
    },
    {
      "label": "_node_ids()",
      "file_type": "code",
      "source_file": "graphify/diagnostics.py",
      "source_location": "L34",
      "_origin": "ast",
      "id": "graphify_diagnostics_node_ids",
      "community": 31,
      "norm_label": "_node_ids()"
    },
    {
      "label": "_canonical_edge()",
      "file_type": "code",
      "source_file": "graphify/diagnostics.py",
      "source_location": "L45",
      "_origin": "ast",
      "id": "graphify_diagnostics_canonical_edge",
      "community": 31,
      "norm_label": "_canonical_edge()"
    },
    {
      "label": "_exact_signature()",
      "file_type": "code",
      "source_file": "graphify/diagnostics.py",
      "source_location": "L71",
      "_origin": "ast",
      "id": "graphify_diagnostics_exact_signature",
      "community": 31,
      "norm_label": "_exact_signature()"
    },
    {
      "label": "_count_extra()",
      "file_type": "code",
      "source_file": "graphify/diagnostics.py",
      "source_location": "L90",
      "_origin": "ast",
      "id": "graphify_diagnostics_count_extra",
      "community": 31,
      "norm_label": "_count_extra()"
    },
    {
      "label": "Counter",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "graphify_diagnostics_py_counter",
      "community": 31,
      "norm_label": "counter"
    },
    {
      "label": "_variant_group_count()",
      "file_type": "code",
      "source_file": "graphify/diagnostics.py",
      "source_location": "L94",
      "_origin": "ast",
      "id": "graphify_diagnostics_variant_group_count",
      "community": 31,
      "norm_label": "_variant_group_count()"
    },
    {
      "label": "_tuple_arity_from_annotation()",
      "file_type": "code",
      "source_file": "graphify/diagnostics.py",
      "source_location": "L112",
      "_origin": "ast",
      "id": "graphify_diagnostics_tuple_arity_from_annotation",
      "community": 31,
      "norm_label": "_tuple_arity_from_annotation()"
    },
    {
      "label": "scan_producer_suppression_sites()",
      "file_type": "code",
      "source_file": "graphify/diagnostics.py",
      "source_location": "L122",
      "_origin": "ast",
      "id": "graphify_diagnostics_scan_producer_suppression_sites",
      "community": 31,
      "norm_label": "scan_producer_suppression_sites()"
    },
    {
      "label": "Path",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "graphify_diagnostics_py_path",
      "community": 31,
      "norm_label": "path"
    },
    {
      "label": "diagnose_extraction()",
      "file_type": "code",
      "source_file": "graphify/diagnostics.py",
      "source_location": "L156",
      "_origin": "ast",
      "id": "graphify_diagnostics_diagnose_extraction",
      "community": 31,
      "norm_label": "diagnose_extraction()"
    },
    {
      "label": "_read_json_file()",
      "file_type": "code",
      "source_file": "graphify/diagnostics.py",
      "source_location": "L280",
      "_origin": "ast",
      "id": "graphify_diagnostics_read_json_file",
      "community": 31,
      "norm_label": "_read_json_file()"
    },
    {
      "label": "diagnose_file()",
      "file_type": "code",
      "source_file": "graphify/diagnostics.py",
      "source_location": "L298",
      "_origin": "ast",
      "id": "graphify_diagnostics_diagnose_file",
      "community": 31,
      "norm_label": "diagnose_file()"
    },
    {
      "label": "format_diagnostic_json()",
      "file_type": "code",
      "source_file": "graphify/diagnostics.py",
      "source_location": "L330",
      "_origin": "ast",
      "id": "graphify_diagnostics_format_diagnostic_json",
      "community": 31,
      "norm_label": "format_diagnostic_json()"
    },
    {
      "label": "format_diagnostic_report()",
      "file_type": "code",
      "source_file": "graphify/diagnostics.py",
      "source_location": "L348",
      "_origin": "ast",
      "id": "graphify_diagnostics_format_diagnostic_report",
      "community": 31,
      "norm_label": "format_diagnostic_report()"
    },
    {
      "label": "Read-only diagnostics for MultiDiGraph readiness.",
      "file_type": "rationale",
      "source_file": "graphify/diagnostics.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "graphify_diagnostics_rationale_1",
      "community": 31,
      "norm_label": "read-only diagnostics for multidigraph readiness."
    },
    {
      "label": "Find likely `seen_*` producer-suppression sets in an extractor file.",
      "file_type": "rationale",
      "source_file": "graphify/diagnostics.py",
      "source_location": "L123",
      "_origin": "ast",
      "id": "graphify_diagnostics_rationale_123",
      "community": 31,
      "norm_label": "find likely `seen_*` producer-suppression sets in an extractor file."
    },
    {
      "label": "Summarize same-endpoint edge-collapse risk for one JSON graph/extraction dict.",
      "file_type": "rationale",
      "source_file": "graphify/diagnostics.py",
      "source_location": "L164",
      "_origin": "ast",
      "id": "graphify_diagnostics_rationale_164",
      "community": 31,
      "norm_label": "summarize same-endpoint edge-collapse risk for one json graph/extraction dict."
    },
    {
      "label": "Read a JSON graph after applying Graphify's graph-load size cap.",
      "file_type": "rationale",
      "source_file": "graphify/diagnostics.py",
      "source_location": "L281",
      "_origin": "ast",
      "id": "graphify_diagnostics_rationale_281",
      "community": 31,
      "norm_label": "read a json graph after applying graphify's graph-load size cap."
    },
    {
      "label": "Diagnose a graph/extraction JSON file without mutating it.      When `directed",
      "file_type": "rationale",
      "source_file": "graphify/diagnostics.py",
      "source_location": "L306",
      "_origin": "ast",
      "id": "graphify_diagnostics_rationale_306",
      "community": 31,
      "norm_label": "diagnose a graph/extraction json file without mutating it.      when `directed"
    },
    {
      "label": "export.py",
      "file_type": "code",
      "source_file": "graphify/export.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "graphify_export",
      "community": 55,
      "norm_label": "export.py"
    },
    {
      "label": "backup_if_protected()",
      "file_type": "code",
      "source_file": "graphify/export.py",
      "source_location": "L35",
      "_origin": "ast",
      "id": "graphify_export_backup_if_protected",
      "community": 22,
      "norm_label": "backup_if_protected()"
    },
    {
      "label": "Path",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "graphify_export_py_path",
      "community": 12,
      "norm_label": "path"
    },
    {
      "label": "_obsidian_tag()",
      "file_type": "code",
      "source_file": "graphify/export.py",
      "source_location": "L99",
      "_origin": "ast",
      "id": "graphify_export_obsidian_tag",
      "community": 62,
      "norm_label": "_obsidian_tag()"
    },
    {
      "label": "_strip_diacritics()",
      "file_type": "code",
      "source_file": "graphify/export.py",
      "source_location": "L108",
      "_origin": "ast",
      "id": "graphify_export_strip_diacritics",
      "community": 55,
      "norm_label": "_strip_diacritics()"
    },
    {
      "label": "_yaml_str()",
      "file_type": "code",
      "source_file": "graphify/export.py",
      "source_location": "L116",
      "_origin": "ast",
      "id": "graphify_export_yaml_str",
      "community": 62,
      "norm_label": "_yaml_str()"
    },
    {
      "label": "attach_hyperedges()",
      "file_type": "code",
      "source_file": "graphify/export.py",
      "source_location": "L162",
      "_origin": "ast",
      "id": "graphify_export_attach_hyperedges",
      "community": 6,
      "norm_label": "attach_hyperedges()"
    },
    {
      "label": "_git_head()",
      "file_type": "code",
      "source_file": "graphify/export.py",
      "source_location": "L173",
      "_origin": "ast",
      "id": "graphify_export_git_head",
      "community": 52,
      "norm_label": "_git_head()"
    },
    {
      "label": "existing_graph_node_count()",
      "file_type": "code",
      "source_file": "graphify/export.py",
      "source_location": "L190",
      "_origin": "ast",
      "id": "graphify_export_existing_graph_node_count",
      "community": 12,
      "norm_label": "existing_graph_node_count()"
    },
    {
      "label": "to_json()",
      "file_type": "code",
      "source_file": "graphify/export.py",
      "source_location": "L232",
      "_origin": "ast",
      "id": "graphify_export_to_json",
      "community": 6,
      "norm_label": "to_json()"
    },
    {
      "label": "prune_dangling_edges()",
      "file_type": "code",
      "source_file": "graphify/export.py",
      "source_location": "L324",
      "_origin": "ast",
      "id": "graphify_export_prune_dangling_edges",
      "community": 55,
      "norm_label": "prune_dangling_edges()"
    },
    {
      "label": "_cypher_escape()",
      "file_type": "code",
      "source_file": "graphify/export.py",
      "source_location": "L339",
      "_origin": "ast",
      "id": "graphify_export_cypher_escape",
      "community": 55,
      "norm_label": "_cypher_escape()"
    },
    {
      "label": "_cypher_label()",
      "file_type": "code",
      "source_file": "graphify/export.py",
      "source_location": "L371",
      "_origin": "ast",
      "id": "graphify_export_cypher_label",
      "community": 55,
      "norm_label": "_cypher_label()"
    },
    {
      "label": "to_cypher()",
      "file_type": "code",
      "source_file": "graphify/export.py",
      "source_location": "L384",
      "_origin": "ast",
      "id": "graphify_export_to_cypher",
      "community": 12,
      "norm_label": "to_cypher()"
    },
    {
      "label": "_cap_filename()",
      "file_type": "code",
      "source_file": "graphify/export.py",
      "source_location": "L415",
      "_origin": "ast",
      "id": "graphify_export_cap_filename",
      "community": 55,
      "norm_label": "_cap_filename()"
    },
    {
      "label": "_dedup_node_filenames()",
      "file_type": "code",
      "source_file": "graphify/export.py",
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      "source_file": "graphify/extract.py",
      "source_location": "L1397",
      "_origin": "ast",
      "id": "graphify_extract_rationale_1397",
      "community": 183,
      "norm_label": "extract imports from .astro files: frontmatter (ts) + template regex fallback."
    },
    {
      "label": "Extract imports, symbols, and type refs from a ``.vue`` SFC.      Masks the no",
      "file_type": "rationale",
      "source_file": "graphify/extract.py",
      "source_location": "L1528",
      "_origin": "ast",
      "id": "graphify_extract_rationale_1528",
      "community": 100,
      "norm_label": "extract imports, symbols, and type refs from a ``.vue`` sfc.      masks the no"
    },
    {
      "label": "Extract classes, interfaces, methods, constructors, and imports from a .java fil",
      "file_type": "rationale",
      "source_file": "graphify/extract.py",
      "source_location": "L1601",
      "_origin": "ast",
      "id": "graphify_extract_rationale_1601",
      "community": 37,
      "norm_label": "extract classes, interfaces, methods, constructors, and imports from a .java fil"
    },
    {
      "label": "Return True when the file contains Spock-style ``def \"feature\"()`` methods",
      "file_type": "rationale",
      "source_file": "graphify/extract.py",
      "source_location": "L1606",
      "_origin": "ast",
      "id": "graphify_extract_rationale_1606",
      "community": 35,
      "norm_label": "return true when the file contains spock-style ``def \"feature\"()`` methods"
    },
    {
      "label": "Regex-based fallback for Spock spec files where tree-sitter-groovy cannot parse",
      "file_type": "rationale",
      "source_file": "graphify/extract.py",
      "source_location": "L1617",
      "_origin": "ast",
      "id": "graphify_extract_rationale_1617",
      "community": 1,
      "norm_label": "regex-based fallback for spock spec files where tree-sitter-groovy cannot parse"
    },
    {
      "label": "Extract classes, methods, constructors, and imports from a .groovy/.gradle file.",
      "file_type": "rationale",
      "source_file": "graphify/extract.py",
      "source_location": "L1710",
      "_origin": "ast",
      "id": "graphify_extract_rationale_1710",
      "community": 159,
      "norm_label": "extract classes, methods, constructors, and imports from a .groovy/.gradle file."
    },
    {
      "label": "Extract functions and includes from a .c/.h file.",
      "file_type": "rationale",
      "source_file": "graphify/extract.py",
      "source_location": "L1722",
      "_origin": "ast",
      "id": "graphify_extract_rationale_1722",
      "community": 63,
      "norm_label": "extract functions and includes from a .c/.h file."
    },
    {
      "label": "Extract functions, classes, and includes from a .cpp/.cc/.cxx/.hpp file.",
      "file_type": "rationale",
      "source_file": "graphify/extract.py",
      "source_location": "L1727",
      "_origin": "ast",
      "id": "graphify_extract_rationale_1727",
      "community": 11,
      "norm_label": "extract functions, classes, and includes from a .cpp/.cc/.cxx/.hpp file."
    },
    {
      "label": "Extract classes, methods, singleton methods, and calls from a .rb file.",
      "file_type": "rationale",
      "source_file": "graphify/extract.py",
      "source_location": "L1732",
      "_origin": "ast",
      "id": "graphify_extract_rationale_1732",
      "community": 38,
      "norm_label": "extract classes, methods, singleton methods, and calls from a .rb file."
    },
    {
      "label": "Extract C# type declarations, methods, namespaces, and usings from a .cs file.",
      "file_type": "rationale",
      "source_file": "graphify/extract.py",
      "source_location": "L1737",
      "_origin": "ast",
      "id": "graphify_extract_rationale_1737",
      "community": 11,
      "norm_label": "extract c# type declarations, methods, namespaces, and usings from a .cs file."
    },
    {
      "label": "Extract classes, objects, functions, and imports from a .kt/.kts file.",
      "file_type": "rationale",
      "source_file": "graphify/extract.py",
      "source_location": "L1742",
      "_origin": "ast",
      "id": "graphify_extract_rationale_1742",
      "community": 37,
      "norm_label": "extract classes, objects, functions, and imports from a .kt/.kts file."
    },
    {
      "label": "Extract classes, functions, methods, namespace uses, and calls from a .php file.",
      "file_type": "rationale",
      "source_file": "graphify/extract.py",
      "source_location": "L1752",
      "_origin": "ast",
      "id": "graphify_extract_rationale_1752",
      "community": 72,
      "norm_label": "extract classes, functions, methods, namespace uses, and calls from a .php file."
    },
    {
      "label": "Extract functions, methods, require() imports, and calls from a .lua file.",
      "file_type": "rationale",
      "source_file": "graphify/extract.py",
      "source_location": "L1761",
      "_origin": "ast",
      "id": "graphify_extract_rationale_1761",
      "community": 2,
      "norm_label": "extract functions, methods, require() imports, and calls from a .lua file."
    },
    {
      "label": "Extract classes, structs, protocols, functions, imports, and calls from a .swift",
      "file_type": "rationale",
      "source_file": "graphify/extract.py",
      "source_location": "L1766",
      "_origin": "ast",
      "id": "graphify_extract_rationale_1766",
      "community": 53,
      "norm_label": "extract classes, structs, protocols, functions, imports, and calls from a .swift"
    },
    {
      "label": "Collapse duplicate C# namespace node entries to one canonical node per label.",
      "file_type": "rationale",
      "source_file": "graphify/extract.py",
      "source_location": "L1798",
      "_origin": "ast",
      "id": "graphify_extract_rationale_1798",
      "community": 9,
      "norm_label": "collapse duplicate c# namespace node entries to one canonical node per label."
    },
    {
      "label": "True when the file's language resolves identifiers case-insensitively (#1581).",
      "file_type": "rationale",
      "source_file": "graphify/extract.py",
      "source_location": "L1851",
      "_origin": "ast",
      "id": "graphify_extract_rationale_1851",
      "community": 35,
      "norm_label": "true when the file's language resolves identifiers case-insensitively (#1581)."
    },
    {
      "label": "Interop family of the file's language, or None when unknown/not code.",
      "file_type": "rationale",
      "source_file": "graphify/extract.py",
      "source_location": "L1897",
      "_origin": "ast",
      "id": "graphify_extract_rationale_1897",
      "community": 35,
      "norm_label": "interop family of the file's language, or none when unknown/not code."
    },
    {
      "label": "A free/top-level function def (label ``name()``), not a method or type.      M",
      "file_type": "rationale",
      "source_file": "graphify/extract.py",
      "source_location": "L1910",
      "_origin": "ast",
      "id": "graphify_extract_rationale_1910",
      "community": 35,
      "norm_label": "a free/top-level function def (label ``name()``), not a method or type.      m"
    },
    {
      "label": "Map unresolved no-source stubs to a unique real definition with the same label.",
      "file_type": "rationale",
      "source_file": "graphify/extract.py",
      "source_location": "L1926",
      "_origin": "ast",
      "id": "graphify_extract_rationale_1926",
      "community": 35,
      "norm_label": "map unresolved no-source stubs to a unique real definition with the same label."
    },
    {
      "label": "Compatibility wrapper for the JS/TS symbol-resolution post-pass.",
      "file_type": "rationale",
      "source_file": "graphify/extract.py",
      "source_location": "L2038",
      "_origin": "ast",
      "id": "graphify_extract_rationale_2038",
      "community": 8,
      "norm_label": "compatibility wrapper for the js/ts symbol-resolution post-pass."
    },
    {
      "label": "Collapse cross-file Swift `extension Foo` nodes into the canonical `Foo`.",
      "file_type": "rationale",
      "source_file": "graphify/extract.py",
      "source_location": "L2052",
      "_origin": "ast",
      "id": "graphify_extract_rationale_2052",
      "community": 496,
      "norm_label": "collapse cross-file swift `extension foo` nodes into the canonical `foo`."
    },
    {
      "label": "Resolve cross-file Swift member calls (``recv.method()``) to the real     defin",
      "file_type": "rationale",
      "source_file": "graphify/extract.py",
      "source_location": "L2122",
      "_origin": "ast",
      "id": "graphify_extract_rationale_2122",
      "community": 119,
      "norm_label": "resolve cross-file swift member calls (``recv.method()``) to the real     defin"
    },
    {
      "label": "Resolve cross-file Python qualified class-method calls (``ClassName.method()``)",
      "file_type": "rationale",
      "source_file": "graphify/extract.py",
      "source_location": "L2231",
      "_origin": "ast",
      "id": "graphify_extract_rationale_2231",
      "community": 119,
      "norm_label": "resolve cross-file python qualified class-method calls (``classname.method()``)"
    },
    {
      "label": "Resolve cross-file TS/JS member calls via constructor-injection type tables (#13",
      "file_type": "rationale",
      "source_file": "graphify/extract.py",
      "source_location": "L2374",
      "_origin": "ast",
      "id": "graphify_extract_rationale_2374",
      "community": 119,
      "norm_label": "resolve cross-file ts/js member calls via constructor-injection type tables (#13"
    },
    {
      "label": "Resolve cross-file C++ member calls (``f.bar()``, ``f->bar()``,     ``Foo::bar(",
      "file_type": "rationale",
      "source_file": "graphify/extract.py",
      "source_location": "L2466",
      "_origin": "ast",
      "id": "graphify_extract_rationale_2466",
      "community": 119,
      "norm_label": "resolve cross-file c++ member calls (``f.bar()``, ``f->bar()``,     ``foo::bar("
    },
    {
      "label": "Resolve C# member calls (``recv.Method()``) to the receiver's declared type",
      "file_type": "rationale",
      "source_file": "graphify/extract.py",
      "source_location": "L2594",
      "_origin": "ast",
      "id": "graphify_extract_rationale_2594",
      "community": 119,
      "norm_label": "resolve c# member calls (``recv.method()``) to the receiver's declared type"
    },
    {
      "label": "Resolve Java member calls against the receiver's declared type.      Explicit",
      "file_type": "rationale",
      "source_file": "graphify/extract.py",
      "source_location": "L2708",
      "_origin": "ast",
      "id": "graphify_extract_rationale_2708",
      "community": 119,
      "norm_label": "resolve java member calls against the receiver's declared type.      explicit"
    },
    {
      "label": "Resolve cross-file Objective-C message sends (``[recv sel]``) to the real     d",
      "file_type": "rationale",
      "source_file": "graphify/extract.py",
      "source_location": "L2797",
      "_origin": "ast",
      "id": "graphify_extract_rationale_2797",
      "community": 119,
      "norm_label": "resolve cross-file objective-c message sends (``[recv sel]``) to the real     d"
    },
    {
      "label": "Reject XML that declares DTDs or entities.      Stdlib ``xml.etree.ElementTree",
      "file_type": "rationale",
      "source_file": "graphify/extract.py",
      "source_location": "L2981",
      "_origin": "ast",
      "id": "graphify_extract_rationale_2981",
      "community": 17,
      "norm_label": "reject xml that declares dtds or entities.      stdlib ``xml.etree.elementtree"
    },
    {
      "label": "Extract package metadata from Lazarus .lpk package files (XML format).      .l",
      "file_type": "rationale",
      "source_file": "graphify/extract.py",
      "source_location": "L2999",
      "_origin": "ast",
      "id": "graphify_extract_rationale_2999",
      "community": 16,
      "norm_label": "extract package metadata from lazarus .lpk package files (xml format).      .l"
    },
    {
      "label": "Raise a clear error if tree-sitter is too old for the new Language API.",
      "file_type": "rationale",
      "source_file": "graphify/extract.py",
      "source_location": "L3092",
      "_origin": "ast",
      "id": "graphify_extract_rationale_3092",
      "community": 9,
      "norm_label": "raise a clear error if tree-sitter is too old for the new language api."
    },
    {
      "label": "Extract projects and inter-project dependencies from a .slnx file.      .slnx",
      "file_type": "rationale",
      "source_file": "graphify/extract.py",
      "source_location": "L3113",
      "_origin": "ast",
      "id": "graphify_extract_rationale_3113",
      "community": 17,
      "norm_label": "extract projects and inter-project dependencies from a .slnx file.      .slnx"
    },
    {
      "label": "Extract packages, project refs, and target framework from a .csproj/.fsproj/.vbp",
      "file_type": "rationale",
      "source_file": "graphify/extract.py",
      "source_location": "L3199",
      "_origin": "ast",
      "id": "graphify_extract_rationale_3199",
      "community": 17,
      "norm_label": "extract packages, project refs, and target framework from a .csproj/.fsproj/.vbp"
    },
    {
      "label": "Extract WPF/XAML structure, bindings, x:Class, and event handler references.",
      "file_type": "rationale",
      "source_file": "graphify/extract.py",
      "source_location": "L3710",
      "_origin": "ast",
      "id": "graphify_extract_rationale_3710",
      "community": 17,
      "norm_label": "extract wpf/xaml structure, bindings, x:class, and event handler references."
    },
    {
      "label": "Whether a `.h` file is Objective-C rather than C/C++ (#1475).      `.h` is sha",
      "file_type": "rationale",
      "source_file": "graphify/extract.py",
      "source_location": "L4120",
      "_origin": "ast",
      "id": "graphify_extract_rationale_4120",
      "community": 35,
      "norm_label": "whether a `.h` file is objective-c rather than c/c++ (#1475).      `.h` is sha"
    },
    {
      "label": "Whether a `.m` file is Objective-C rather than MATLAB/Octave (#1702).      `.m",
      "file_type": "rationale",
      "source_file": "graphify/extract.py",
      "source_location": "L4149",
      "_origin": "ast",
      "id": "graphify_extract_rationale_4149",
      "community": 35,
      "norm_label": "whether a `.m` file is objective-c rather than matlab/octave (#1702).      `.m"
    },
    {
      "label": "Whether a `.h` file is C++ rather than plain C (#1547).      Mirrors `_is_objc",
      "file_type": "rationale",
      "source_file": "graphify/extract.py",
      "source_location": "L4163",
      "_origin": "ast",
      "id": "graphify_extract_rationale_4163",
      "community": 35,
      "norm_label": "whether a `.h` file is c++ rather than plain c (#1547).      mirrors `_is_objc"
    },
    {
      "label": "Return the correct extractor function for a file, or None if unsupported.",
      "file_type": "rationale",
      "source_file": "graphify/extract.py",
      "source_location": "L4178",
      "_origin": "ast",
      "id": "graphify_extract_rationale_4178",
      "community": 35,
      "norm_label": "return the correct extractor function for a file, or none if unsupported."
    },
    {
      "label": "Worker function for parallel extraction. Runs in a subprocess.      Must be at",
      "file_type": "rationale",
      "source_file": "graphify/extract.py",
      "source_location": "L4234",
      "_origin": "ast",
      "id": "graphify_extract_rationale_4234",
      "community": 35,
      "norm_label": "worker function for parallel extraction. runs in a subprocess.      must be at"
    },
    {
      "label": "Extract uncached files in parallel using ProcessPoolExecutor.      Returns Tru",
      "file_type": "rationale",
      "source_file": "graphify/extract.py",
      "source_location": "L4288",
      "_origin": "ast",
      "id": "graphify_extract_rationale_4288",
      "community": 35,
      "norm_label": "extract uncached files in parallel using processpoolexecutor.      returns tru"
    },
    {
      "label": "Extract uncached files sequentially (fallback for small batches).",
      "file_type": "rationale",
      "source_file": "graphify/extract.py",
      "source_location": "L4391",
      "_origin": "ast",
      "id": "graphify_extract_rationale_4391",
      "community": 35,
      "norm_label": "extract uncached files sequentially (fallback for small batches)."
    },
    {
      "label": "Extract AST nodes and edges from a list of code files.      Two-pass process:",
      "file_type": "rationale",
      "source_file": "graphify/extract.py",
      "source_location": "L4431",
      "_origin": "ast",
      "id": "graphify_extract_rationale_4431",
      "community": 9,
      "norm_label": "extract ast nodes and edges from a list of code files.      two-pass process:"
    },
    {
      "label": "extractors/__init__.py",
      "file_type": "code",
      "source_file": "graphify/extractors/__init__.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "graphify_extractors_init",
      "community": 1,
      "norm_label": "extractors/__init__.py"
    },
    {
      "label": "Per-language extractors, incrementally migrated out of graphify/extract.py.  D",
      "file_type": "rationale",
      "source_file": "graphify/extractors/__init__.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "graphify_extractors_init_rationale_1",
      "community": 1,
      "norm_label": "per-language extractors, incrementally migrated out of graphify/extract.py.  d"
    },
    {
      "label": "apex.py",
      "file_type": "code",
      "source_file": "graphify/extractors/apex.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "graphify_extractors_apex",
      "community": 1,
      "norm_label": "apex.py"
    },
    {
      "label": "extract_apex()",
      "file_type": "code",
      "source_file": "graphify/extractors/apex.py",
      "source_location": "L9",
      "_origin": "ast",
      "id": "graphify_extractors_apex_extract_apex",
      "community": 53,
      "norm_label": "extract_apex()"
    },
    {
      "label": "Path",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "graphify_extractors_apex_py_path",
      "community": 53,
      "norm_label": "path"
    },
    {
      "label": "Apex extractor. Moved verbatim from graphify/extract.py.",
      "file_type": "rationale",
      "source_file": "graphify/extractors/apex.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "graphify_extractors_apex_rationale_1",
      "community": 1,
      "norm_label": "apex extractor. moved verbatim from graphify/extract.py."
    },
    {
      "label": "Extract classes, interfaces, enums, methods, and Salesforce constructs from",
      "file_type": "rationale",
      "source_file": "graphify/extractors/apex.py",
      "source_location": "L10",
      "_origin": "ast",
      "id": "graphify_extractors_apex_rationale_10",
      "community": 53,
      "norm_label": "extract classes, interfaces, enums, methods, and salesforce constructs from"
    },
    {
      "label": "extractors/base.py",
      "file_type": "code",
      "source_file": "graphify/extractors/base.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "graphify_extractors_base",
      "community": 1,
      "norm_label": "extractors/base.py"
    },
    {
      "label": "_make_id()",
      "file_type": "code",
      "source_file": "graphify/extractors/base.py",
      "source_location": "L35",
      "_origin": "ast",
      "id": "graphify_extractors_base_make_id",
      "community": 1,
      "norm_label": "_make_id()"
    },
    {
      "label": "_file_stem()",
      "file_type": "code",
      "source_file": "graphify/extractors/base.py",
      "source_location": "L39",
      "_origin": "ast",
      "id": "graphify_extractors_base_file_stem",
      "community": 1,
      "norm_label": "_file_stem()"
    },
    {
      "label": "Path",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "graphify_extractors_base_py_path",
      "community": 1,
      "norm_label": "path"
    },
    {
      "label": "_read_text()",
      "file_type": "code",
      "source_file": "graphify/extractors/base.py",
      "source_location": "L65",
      "_origin": "ast",
      "id": "graphify_extractors_base_read_text",
      "community": 1,
      "norm_label": "_read_text()"
    },
    {
      "label": "Stem used as the node-ID prefix for a file and its symbols.      The full path",
      "file_type": "rationale",
      "source_file": "graphify/extractors/base.py",
      "source_location": "L40",
      "_origin": "ast",
      "id": "graphify_extractors_base_rationale_40",
      "community": 1,
      "norm_label": "stem used as the node-id prefix for a file and its symbols.      the full path"
    },
    {
      "label": "bash.py",
      "file_type": "code",
      "source_file": "graphify/extractors/bash.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "graphify_extractors_bash",
      "community": 1,
      "norm_label": "bash.py"
    },
    {
      "label": "_bash_source_suffix()",
      "file_type": "code",
      "source_file": "graphify/extractors/bash.py",
      "source_location": "L20",
      "_origin": "ast",
      "id": "graphify_extractors_bash_bash_source_suffix",
      "community": 1,
      "norm_label": "_bash_source_suffix()"
    },
    {
      "label": "extract_bash()",
      "file_type": "code",
      "source_file": "graphify/extractors/bash.py",
      "source_location": "L32",
      "_origin": "ast",
      "id": "graphify_extractors_bash_extract_bash",
      "community": 4,
      "norm_label": "extract_bash()"
    },
    {
      "label": "Path",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "graphify_extractors_bash_py_path",
      "community": 4,
      "norm_label": "path"
    },
    {
      "label": "Bash extractor. Moved verbatim from graphify/extract.py.",
      "file_type": "rationale",
      "source_file": "graphify/extractors/bash.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "graphify_extractors_bash_rationale_1",
      "community": 1,
      "norm_label": "bash extractor. moved verbatim from graphify/extract.py."
    },
    {
      "label": "Return the literal path suffix of a variable-built `source` argument, or     No",
      "file_type": "rationale",
      "source_file": "graphify/extractors/bash.py",
      "source_location": "L21",
      "_origin": "ast",
      "id": "graphify_extractors_bash_rationale_21",
      "community": 1,
      "norm_label": "return the literal path suffix of a variable-built `source` argument, or     no"
    },
    {
      "label": "Extract functions, source imports, and cross-function calls from a .sh file.",
      "file_type": "rationale",
      "source_file": "graphify/extractors/bash.py",
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      "source_file": "graphify/extractors/engine.py",
      "source_location": "L706",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_706",
      "community": 2,
      "norm_label": "find the user_type node within a kotlin property_declaration."
    },
    {
      "label": "Find the return-type node of a Kotlin function_declaration (the type after `: `",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L717",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_717",
      "community": 2,
      "norm_label": "find the return-type node of a kotlin function_declaration (the type after `: `"
    },
    {
      "label": "Return the leading kind token for a Swift class_declaration: class/struct/enum/e",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L733",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_733",
      "community": 2,
      "norm_label": "return the leading kind token for a swift class_declaration: class/struct/enum/e"
    },
    {
      "label": "Pre-scan a Swift compilation unit and return (protocol_names, class_like_names).",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L740",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_740",
      "community": 2,
      "norm_label": "pre-scan a swift compilation unit and return (protocol_names, class_like_names)."
    },
    {
      "label": "Classify a Swift inheritance_specifier entry as `inherits` or `implements`.",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L770",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_770",
      "community": 2,
      "norm_label": "classify a swift inheritance_specifier entry as `inherits` or `implements`."
    },
    {
      "label": "Return the head type_identifier text from a Swift user_type node (without generi",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L782",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_782",
      "community": 2,
      "norm_label": "return the head type_identifier text from a swift user_type node (without generi"
    },
    {
      "label": "Walk a Swift type expression; append (name, role) tuples (role 'type' or 'generi",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L792",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_792",
      "community": 1,
      "norm_label": "walk a swift type expression; append (name, role) tuples (role 'type' or 'generi"
    },
    {
      "label": "Return the type_annotation child of a Swift property_declaration, if any.",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L831",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_831",
      "community": 2,
      "norm_label": "return the type_annotation child of a swift property_declaration, if any."
    },
    {
      "label": "Return the bound name of a Swift property (``let x``/``var x = ...``).",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L838",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_838",
      "community": 2,
      "norm_label": "return the bound name of a swift property (``let x``/``var x = ...``)."
    },
    {
      "label": "If a Swift call expression is a constructor (``Foo()``), return the type name.",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L849",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_849",
      "community": 2,
      "norm_label": "if a swift call expression is a constructor (``foo()``), return the type name."
    },
    {
      "label": "Return the depth-1 receiver name of a Swift member call (``recv.method()``).",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L862",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_862",
      "community": 2,
      "norm_label": "return the depth-1 receiver name of a swift member call (``recv.method()``)."
    },
    {
      "label": "Walk a C type expression; append (name, role) tuples for user-defined types.",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L890",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_890",
      "community": 2,
      "norm_label": "walk a c type expression; append (name, role) tuples for user-defined types."
    },
    {
      "label": "Walk a Scala type expression; append (name, role) tuples.     Handles type_iden",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L944",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_944",
      "community": 2,
      "norm_label": "walk a scala type expression; append (name, role) tuples.     handles type_iden"
    },
    {
      "label": "Collect type refs from each typed parameter under a `parameters` node.",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L978",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_978",
      "community": 2,
      "norm_label": "collect type refs from each typed parameter under a `parameters` node."
    },
    {
      "label": "Plain parameter identifiers declared on a Python `parameters` node.      Cover",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L989",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_989",
      "community": 2,
      "norm_label": "plain parameter identifiers declared on a python `parameters` node.      cover"
    },
    {
      "label": "Identifiers bound as `pattern` targets under a Python AST subtree.      Recurs",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L1019",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_1019",
      "community": 2,
      "norm_label": "identifiers bound as `pattern` targets under a python ast subtree.      recurs"
    },
    {
      "label": "Names bound LOCALLY inside a Python function: parameters plus assignment,     `",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L1034",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_1034",
      "community": 2,
      "norm_label": "names bound locally inside a python function: parameters plus assignment,     `"
    },
    {
      "label": "Names rebound by assignment at MODULE scope (top-level `x = ...`, `for`, walrus)",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L1078",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_1078",
      "community": 2,
      "norm_label": "names rebound by assignment at module scope (top-level `x = ...`, `for`, walrus)"
    },
    {
      "label": "Collect binding identifier names from a JS/TS pattern (a parameter, or a     de",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L1116",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_1116",
      "community": 2,
      "norm_label": "collect binding identifier names from a js/ts pattern (a parameter, or a     de"
    },
    {
      "label": "Names bound locally inside a JS/TS function: parameters plus `const`/`let`/",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L1141",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_1141",
      "community": 2,
      "norm_label": "names bound locally inside a js/ts function: parameters plus `const`/`let`/"
    },
    {
      "label": "Module-scope names rebound to NON-function data (`const X = {...}`, `let y = 5`)",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L1167",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_1167",
      "community": 2,
      "norm_label": "module-scope names rebound to non-function data (`const x = {...}`, `let y = 5`)"
    },
    {
      "label": "Yield identifier value-nodes of a JS/TS object/array literal that are     funct",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L1191",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_1191",
      "community": 2,
      "norm_label": "yield identifier value-nodes of a js/ts object/array literal that are     funct"
    },
    {
      "label": "Find the body node using config.body_field, falling back to child types.",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L1208",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_1208",
      "community": 8,
      "norm_label": "find the body node using config.body_field, falling back to child types."
    },
    {
      "label": "Detect dynamic import() calls in JS/TS and emit imports_from edges.      Handl",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L1219",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_1219",
      "community": 1,
      "norm_label": "detect dynamic import() calls in js/ts and emit imports_from edges.      handl"
    },
    {
      "label": "Recursively unwrap declarator to find the innermost identifier (C++).",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L1289",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_1289",
      "community": 2,
      "norm_label": "recursively unwrap declarator to find the innermost identifier (c++)."
    },
    {
      "label": "Return the bare variable name from a C++ declaration declarator, unwrapping",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L1313",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_1313",
      "community": 2,
      "norm_label": "return the bare variable name from a c++ declaration declarator, unwrapping"
    },
    {
      "label": "Collect ``var -> ClassName`` from local variable declarations in a C++     func",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L1333",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_1333",
      "community": 2,
      "norm_label": "collect ``var -> classname`` from local variable declarations in a c++     func"
    },
    {
      "label": "Collect ``var -> Type`` from local ``let``/``var`` bindings in a Swift     func",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L1372",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_1372",
      "community": 2,
      "norm_label": "collect ``var -> type`` from local ``let``/``var`` bindings in a swift     func"
    },
    {
      "label": "Collect ``name -> TypeName`` for C# receiver typing (#1609): class fields,",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L1410",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_1410",
      "community": 2,
      "norm_label": "collect ``name -> typename`` for c# receiver typing (#1609): class fields,"
    },
    {
      "label": "Add TS/JS receiver bindings to ``table`` (name -> TypeName), for member-call",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L1479",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_1479",
      "community": 2,
      "norm_label": "add ts/js receiver bindings to ``table`` (name -> typename), for member-call"
    },
    {
      "label": "Return the call_expression node if `value_node` is a `require(...)` call     or",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L1527",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_1527",
      "community": 2,
      "norm_label": "return the call_expression node if `value_node` is a `require(...)` call     or"
    },
    {
      "label": "Detect CommonJS require imports inside lexical_declaration / variable_declaratio",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L1541",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_1541",
      "community": 1,
      "norm_label": "detect commonjs require imports inside lexical_declaration / variable_declaratio"
    },
    {
      "label": "Classify the symbol an `assignment_expression` LHS defines when its RHS     is",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L1630",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_1630",
      "community": 1,
      "norm_label": "classify the symbol an `assignment_expression` lhs defines when its rhs     is"
    },
    {
      "label": "Handle lexical_declaration (arrow functions, CJS requires, module-level const li",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L1679",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_1679",
      "community": 1,
      "norm_label": "handle lexical_declaration (arrow functions, cjs requires, module-level const li"
    },
    {
      "label": "Emit a container node for a TS `namespace`/`module` declaration.      `namespa",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L1814",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_1814",
      "community": 1,
      "norm_label": "emit a container node for a ts `namespace`/`module` declaration.      `namespa"
    },
    {
      "label": "Handle namespace declarations for C#. Returns True if handled.",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L1870",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_1870",
      "community": 2,
      "norm_label": "handle namespace declarations for c#. returns true if handled."
    },
    {
      "label": "Handle enum_entry for Swift. Returns True if handled.",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L1913",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_1913",
      "community": 1,
      "norm_label": "handle enum_entry for swift. returns true if handled."
    },
    {
      "label": "Handle enum_constant for Java. Returns True if handled.",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L1949",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_1949",
      "community": 1,
      "norm_label": "handle enum_constant for java. returns true if handled."
    },
    {
      "label": "Handle enum_entry for Kotlin. Returns True if handled (#1700 Kotlin half).",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L1973",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_1973",
      "community": 1,
      "norm_label": "handle enum_entry for kotlin. returns true if handled (#1700 kotlin half)."
    },
    {
      "label": "Resolve a C# type name, whether it was qualified, and its qualifier prefix.",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L1996",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_1996",
      "community": 2,
      "norm_label": "resolve a c# type name, whether it was qualified, and its qualifier prefix."
    },
    {
      "label": "Return ``ClassName`` if ``node`` is a ``ClassName.new(...)`` call, else None.",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L2020",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_2020",
      "community": 2,
      "norm_label": "return ``classname`` if ``node`` is a ``classname.new(...)`` call, else none."
    },
    {
      "label": "Map ``local_var -> ClassName`` for ``var = ClassName.new`` within one Ruby",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L2037",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_2037",
      "community": 2,
      "norm_label": "map ``local_var -> classname`` for ``var = classname.new`` within one ruby"
    },
    {
      "label": "Last constant of a ``constant`` or ``scope_resolution`` (``A::B::C`` -> ``C``).",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L2072",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_2072",
      "community": 1,
      "norm_label": "last constant of a ``constant`` or ``scope_resolution`` (``a::b::c`` -> ``c``)."
    },
    {
      "label": "Ruby: a constant assignment whose RHS is ``Struct.new(...)``,     ``Class.new(S",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L2089",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_2089",
      "community": 1,
      "norm_label": "ruby: a constant assignment whose rhs is ``struct.new(...)``,     ``class.new(s"
    },
    {
      "label": "Generic AST extractor driven by LanguageConfig.      ``source_override`` parse",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L2161",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_2161",
      "community": 2,
      "norm_label": "generic ast extractor driven by languageconfig.      ``source_override`` parse"
    },
    {
      "label": "Return the head symbol of a TS `decorator` node.      `@Injectable` -> the ide",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L4484",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_4484",
      "community": 2,
      "norm_label": "return the head symbol of a ts `decorator` node.      `@injectable` -> the ide"
    },
    {
      "label": "Name of a `method_definition`, matching the id the function-types branch     bu",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L4506",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_4506",
      "community": 2,
      "norm_label": "name of a `method_definition`, matching the id the function-types branch     bu"
    },
    {
      "label": "Collect `decorator` nodes under `node` (e.g. parameter decorators inside a",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L4512",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_4512",
      "community": 2,
      "norm_label": "collect `decorator` nodes under `node` (e.g. parameter decorators inside a"
    },
    {
      "label": "Emit `references` edges (context=\"decorator\") from a class and its members",
      "file_type": "rationale",
      "source_file": "graphify/extractors/engine.py",
      "source_location": "L4534",
      "_origin": "ast",
      "id": "graphify_extractors_engine_rationale_4534",
      "community": 2,
      "norm_label": "emit `references` edges (context=\"decorator\") from a class and its members"
    },
    {
      "label": "fortran.py",
      "file_type": "code",
      "source_file": "graphify/extractors/fortran.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "graphify_extractors_fortran",
      "community": 1,
      "norm_label": "fortran.py"
    },
    {
      "label": "_cpp_preprocess()",
      "file_type": "code",
      "source_file": "graphify/extractors/fortran.py",
      "source_location": "L11",
      "_origin": "ast",
      "id": "graphify_extractors_fortran_cpp_preprocess",
      "community": 11,
      "norm_label": "_cpp_preprocess()"
    },
    {
      "label": "Path",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "graphify_extractors_fortran_py_path",
      "community": 11,
      "norm_label": "path"
    },
    {
      "label": "extract_fortran()",
      "file_type": "code",
      "source_file": "graphify/extractors/fortran.py",
      "source_location": "L44",
      "_origin": "ast",
      "id": "graphify_extractors_fortran_extract_fortran",
      "community": 11,
      "norm_label": "extract_fortran()"
    },
    {
      "label": "Fortran extractor. Moved verbatim from graphify/extract.py.",
      "file_type": "rationale",
      "source_file": "graphify/extractors/fortran.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "graphify_extractors_fortran_rationale_1",
      "community": 1,
      "norm_label": "fortran extractor. moved verbatim from graphify/extract.py."
    },
    {
      "label": "Run cpp -w -P on a capital-F Fortran file and return preprocessed bytes.",
      "file_type": "rationale",
      "source_file": "graphify/extractors/fortran.py",
      "source_location": "L12",
      "_origin": "ast",
      "id": "graphify_extractors_fortran_rationale_12",
      "community": 11,
      "norm_label": "run cpp -w -p on a capital-f fortran file and return preprocessed bytes."
    },
    {
      "label": "Extract programs, modules, subroutines, functions, use statements, and calls fro",
      "file_type": "rationale",
      "source_file": "graphify/extractors/fortran.py",
      "source_location": "L45",
      "_origin": "ast",
      "id": "graphify_extractors_fortran_rationale_45",
      "community": 11,
      "norm_label": "extract programs, modules, subroutines, functions, use statements, and calls fro"
    },
    {
      "label": "go.py",
      "file_type": "code",
      "source_file": "graphify/extractors/go.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "graphify_extractors_go",
      "community": 1,
      "norm_label": "go.py"
    },
    {
      "label": "_go_collect_type_refs()",
      "file_type": "code",
      "source_file": "graphify/extractors/go.py",
      "source_location": "L15",
      "_origin": "ast",
      "id": "graphify_extractors_go_go_collect_type_refs",
      "community": 1,
      "norm_label": "_go_collect_type_refs()"
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      "source_file": "graphify/google_workspace.py",
      "source_location": "L94",
      "_origin": "ast",
      "id": "graphify_google_workspace_run_gws_export",
      "community": 103,
      "norm_label": "_run_gws_export()"
    },
    {
      "label": "_sidecar_path()",
      "file_type": "code",
      "source_file": "graphify/google_workspace.py",
      "source_location": "L124",
      "_origin": "ast",
      "id": "graphify_google_workspace_sidecar_path",
      "community": 103,
      "norm_label": "_sidecar_path()"
    },
    {
      "label": "_with_frontmatter()",
      "file_type": "code",
      "source_file": "graphify/google_workspace.py",
      "source_location": "L142",
      "_origin": "ast",
      "id": "graphify_google_workspace_with_frontmatter",
      "community": 103,
      "norm_label": "_with_frontmatter()"
    },
    {
      "label": "convert_google_workspace_file()",
      "file_type": "code",
      "source_file": "graphify/google_workspace.py",
      "source_location": "L163",
      "_origin": "ast",
      "id": "graphify_google_workspace_convert_google_workspace_file",
      "community": 103,
      "norm_label": "convert_google_workspace_file()"
    },
    {
      "label": "Optional Google Workspace shortcut export support.  Google Drive for desktop s",
      "file_type": "rationale",
      "source_file": "graphify/google_workspace.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "graphify_google_workspace_rationale_1",
      "community": 103,
      "norm_label": "optional google workspace shortcut export support.  google drive for desktop s"
    },
    {
      "label": "Return True when Google Workspace shortcut export is enabled.",
      "file_type": "rationale",
      "source_file": "graphify/google_workspace.py",
      "source_location": "L26",
      "_origin": "ast",
      "id": "graphify_google_workspace_rationale_26",
      "community": 103,
      "norm_label": "return true when google workspace shortcut export is enabled."
    },
    {
      "label": "Extract a Drive file ID from common Google Docs/Drive URL shapes.",
      "file_type": "rationale",
      "source_file": "graphify/google_workspace.py",
      "source_location": "L36",
      "_origin": "ast",
      "id": "graphify_google_workspace_rationale_36",
      "community": 103,
      "norm_label": "extract a drive file id from common google docs/drive url shapes."
    },
    {
      "label": "Read a .gdoc/.gsheet/.gslides shortcut and return export metadata.",
      "file_type": "rationale",
      "source_file": "graphify/google_workspace.py",
      "source_location": "L64",
      "_origin": "ast",
      "id": "graphify_google_workspace_rationale_64",
      "community": 103,
      "norm_label": "read a .gdoc/.gsheet/.gslides shortcut and return export metadata."
    },
    {
      "label": "Export a Google Workspace shortcut to a Markdown sidecar.      Returns the con",
      "file_type": "rationale",
      "source_file": "graphify/google_workspace.py",
      "source_location": "L170",
      "_origin": "ast",
      "id": "graphify_google_workspace_rationale_170",
      "community": 103,
      "norm_label": "export a google workspace shortcut to a markdown sidecar.      returns the con"
    },
    {
      "label": "hooks.py",
      "file_type": "code",
      "source_file": "graphify/hooks.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "graphify_hooks",
      "community": 87,
      "norm_label": "hooks.py"
    },
    {
      "label": "_detached_launch()",
      "file_type": "code",
      "source_file": "graphify/hooks.py",
      "source_location": "L245",
      "_origin": "ast",
      "id": "graphify_hooks_detached_launch",
      "community": 312,
      "norm_label": "_detached_launch()"
    },
    {
      "label": "_git_root()",
      "file_type": "code",
      "source_file": "graphify/hooks.py",
      "source_location": "L385",
      "_origin": "ast",
      "id": "graphify_hooks_git_root",
      "community": 87,
      "norm_label": "_git_root()"
    },
    {
      "label": "Path",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "graphify_hooks_py_path",
      "community": 87,
      "norm_label": "path"
    },
    {
      "label": "_reject_windows_path()",
      "file_type": "code",
      "source_file": "graphify/hooks.py",
      "source_location": "L397",
      "_origin": "ast",
      "id": "graphify_hooks_reject_windows_path",
      "community": 246,
      "norm_label": "_reject_windows_path()"
    },
    {
      "label": "_hooks_dir()",
      "file_type": "code",
      "source_file": "graphify/hooks.py",
      "source_location": "L415",
      "_origin": "ast",
      "id": "graphify_hooks_hooks_dir",
      "community": 246,
      "norm_label": "_hooks_dir()"
    },
    {
      "label": "_install_hook()",
      "file_type": "code",
      "source_file": "graphify/hooks.py",
      "source_location": "L464",
      "_origin": "ast",
      "id": "graphify_hooks_install_hook",
      "community": 87,
      "norm_label": "_install_hook()"
    },
    {
      "label": "_uninstall_hook()",
      "file_type": "code",
      "source_file": "graphify/hooks.py",
      "source_location": "L478",
      "_origin": "ast",
      "id": "graphify_hooks_uninstall_hook",
      "community": 87,
      "norm_label": "_uninstall_hook()"
    },
    {
      "label": "_pinned_python()",
      "file_type": "code",
      "source_file": "graphify/hooks.py",
      "source_location": "L499",
      "_origin": "ast",
      "id": "graphify_hooks_pinned_python",
      "community": 87,
      "norm_label": "_pinned_python()"
    },
    {
      "label": "_merge_attr_line()",
      "file_type": "code",
      "source_file": "graphify/hooks.py",
      "source_location": "L514",
      "_origin": "ast",
      "id": "graphify_hooks_merge_attr_line",
      "community": 87,
      "norm_label": "_merge_attr_line()"
    },
    {
      "label": "_has_merge_attr()",
      "file_type": "code",
      "source_file": "graphify/hooks.py",
      "source_location": "L529",
      "_origin": "ast",
      "id": "graphify_hooks_has_merge_attr",
      "community": 87,
      "norm_label": "_has_merge_attr()"
    },
    {
      "label": "_register_merge_driver()",
      "file_type": "code",
      "source_file": "graphify/hooks.py",
      "source_location": "L541",
      "_origin": "ast",
      "id": "graphify_hooks_register_merge_driver",
      "community": 87,
      "norm_label": "_register_merge_driver()"
    },
    {
      "label": "_unregister_merge_driver()",
      "file_type": "code",
      "source_file": "graphify/hooks.py",
      "source_location": "L584",
      "_origin": "ast",
      "id": "graphify_hooks_unregister_merge_driver",
      "community": 87,
      "norm_label": "_unregister_merge_driver()"
    },
    {
      "label": "_merge_driver_status()",
      "file_type": "code",
      "source_file": "graphify/hooks.py",
      "source_location": "L614",
      "_origin": "ast",
      "id": "graphify_hooks_merge_driver_status",
      "community": 87,
      "norm_label": "_merge_driver_status()"
    },
    {
      "label": "_user_hooks_dir()",
      "file_type": "code",
      "source_file": "graphify/hooks.py",
      "source_location": "L636",
      "_origin": "ast",
      "id": "graphify_hooks_user_hooks_dir",
      "community": 87,
      "norm_label": "_user_hooks_dir()"
    },
    {
      "label": "install()",
      "file_type": "code",
      "source_file": "graphify/hooks.py",
      "source_location": "L649",
      "_origin": "ast",
      "id": "graphify_hooks_install",
      "community": 109,
      "norm_label": "install()"
    },
    {
      "label": "uninstall()",
      "file_type": "code",
      "source_file": "graphify/hooks.py",
      "source_location": "L676",
      "_origin": "ast",
      "id": "graphify_hooks_uninstall",
      "community": 87,
      "norm_label": "uninstall()"
    },
    {
      "label": "status()",
      "file_type": "code",
      "source_file": "graphify/hooks.py",
      "source_location": "L690",
      "_origin": "ast",
      "id": "graphify_hooks_status",
      "community": 298,
      "norm_label": "status()"
    },
    {
      "label": "Return a POSIX-sh line that runs ``rebuild_body`` as a detached background",
      "file_type": "rationale",
      "source_file": "graphify/hooks.py",
      "source_location": "L246",
      "_origin": "ast",
      "id": "graphify_hooks_rationale_246",
      "community": 312,
      "norm_label": "return a posix-sh line that runs ``rebuild_body`` as a detached background"
    },
    {
      "label": "Walk up to find .git directory.",
      "file_type": "rationale",
      "source_file": "graphify/hooks.py",
      "source_location": "L386",
      "_origin": "ast",
      "id": "graphify_hooks_rationale_386",
      "community": 87,
      "norm_label": "walk up to find .git directory."
    },
    {
      "label": "Raise if a hooks path looks like a Windows absolute path (#1385).      On POSI",
      "file_type": "rationale",
      "source_file": "graphify/hooks.py",
      "source_location": "L398",
      "_origin": "ast",
      "id": "graphify_hooks_rationale_398",
      "community": 246,
      "norm_label": "raise if a hooks path looks like a windows absolute path (#1385).      on posi"
    },
    {
      "label": "Return the git hooks directory, respecting core.hooksPath if set (e.g. Husky).",
      "file_type": "rationale",
      "source_file": "graphify/hooks.py",
      "source_location": "L416",
      "_origin": "ast",
      "id": "graphify_hooks_rationale_416",
      "community": 246,
      "norm_label": "return the git hooks directory, respecting core.hookspath if set (e.g. husky)."
    },
    {
      "label": "Install a single git hook, appending if an existing hook is present.",
      "file_type": "rationale",
      "source_file": "graphify/hooks.py",
      "source_location": "L465",
      "_origin": "ast",
      "id": "graphify_hooks_rationale_465",
      "community": 87,
      "norm_label": "install a single git hook, appending if an existing hook is present."
    },
    {
      "label": "Remove graphify section from a git hook using start/end markers.",
      "file_type": "rationale",
      "source_file": "graphify/hooks.py",
      "source_location": "L479",
      "_origin": "ast",
      "id": "graphify_hooks_rationale_479",
      "community": 87,
      "norm_label": "remove graphify section from a git hook using start/end markers."
    },
    {
      "label": "Return sys.executable if its path is shell-safe, else an empty string.      Ap",
      "file_type": "rationale",
      "source_file": "graphify/hooks.py",
      "source_location": "L500",
      "_origin": "ast",
      "id": "graphify_hooks_rationale_500",
      "community": 87,
      "norm_label": "return sys.executable if its path is shell-safe, else an empty string.      ap"
    },
    {
      "label": "The .gitattributes line assigning the graphify merge driver to graph.json.",
      "file_type": "rationale",
      "source_file": "graphify/hooks.py",
      "source_location": "L515",
      "_origin": "ast",
      "id": "graphify_hooks_rationale_515",
      "community": 87,
      "norm_label": "the .gitattributes line assigning the graphify merge driver to graph.json."
    },
    {
      "label": "True if a (non-comment) `<...>graph.json ... merge=graphify` line exists.",
      "file_type": "rationale",
      "source_file": "graphify/hooks.py",
      "source_location": "L530",
      "_origin": "ast",
      "id": "graphify_hooks_rationale_530",
      "community": 87,
      "norm_label": "true if a (non-comment) `<...>graph.json ... merge=graphify` line exists."
    },
    {
      "label": "Register the graph.json union merge driver in git config + .gitattributes (#1902",
      "file_type": "rationale",
      "source_file": "graphify/hooks.py",
      "source_location": "L542",
      "_origin": "ast",
      "id": "graphify_hooks_rationale_542",
      "community": 87,
      "norm_label": "register the graph.json union merge driver in git config + .gitattributes (#1902"
    },
    {
      "label": "Remove the merge-driver git config keys and the .gitattributes line.",
      "file_type": "rationale",
      "source_file": "graphify/hooks.py",
      "source_location": "L585",
      "_origin": "ast",
      "id": "graphify_hooks_rationale_585",
      "community": 87,
      "norm_label": "remove the merge-driver git config keys and the .gitattributes line."
    },
    {
      "label": "Report whether the merge driver is registered (config + gitattributes).",
      "file_type": "rationale",
      "source_file": "graphify/hooks.py",
      "source_location": "L615",
      "_origin": "ast",
      "id": "graphify_hooks_rationale_615",
      "community": 87,
      "norm_label": "report whether the merge driver is registered (config + gitattributes)."
    },
    {
      "label": "Return the user-editable hooks directory.      Husky 9 sets core.hooksPath to",
      "file_type": "rationale",
      "source_file": "graphify/hooks.py",
      "source_location": "L637",
      "_origin": "ast",
      "id": "graphify_hooks_rationale_637",
      "community": 87,
      "norm_label": "return the user-editable hooks directory.      husky 9 sets core.hookspath to"
    },
    {
      "label": "Install graphify post-commit and post-checkout hooks in the nearest git repo.",
      "file_type": "rationale",
      "source_file": "graphify/hooks.py",
      "source_location": "L650",
      "_origin": "ast",
      "id": "graphify_hooks_rationale_650",
      "community": 109,
      "norm_label": "install graphify post-commit and post-checkout hooks in the nearest git repo."
    },
    {
      "label": "Remove graphify post-commit and post-checkout hooks.",
      "file_type": "rationale",
      "source_file": "graphify/hooks.py",
      "source_location": "L677",
      "_origin": "ast",
      "id": "graphify_hooks_rationale_677",
      "community": 87,
      "norm_label": "remove graphify post-commit and post-checkout hooks."
    },
    {
      "label": "Check if graphify hooks are installed.",
      "file_type": "rationale",
      "source_file": "graphify/hooks.py",
      "source_location": "L691",
      "_origin": "ast",
      "id": "graphify_hooks_rationale_691",
      "community": 298,
      "norm_label": "check if graphify hooks are installed."
    },
    {
      "label": "# NOTE: do NOT pass --path-format=absolute \u2014 added in git 2.31; older git",
      "file_type": "rationale",
      "source_file": "graphify/hooks.py",
      "source_location": "L427",
      "_origin": "ast",
      "id": "graphify_hooks_rationale_427",
      "community": 87,
      "norm_label": "# note: do not pass --path-format=absolute \u2014 added in git 2.31; older git"
    },
    {
      "label": "ids.py",
      "file_type": "code",
      "source_file": "graphify/ids.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "graphify_ids",
      "community": 30,
      "norm_label": "ids.py"
    },
    {
      "label": "normalize_id()",
      "file_type": "code",
      "source_file": "graphify/ids.py",
      "source_location": "L32",
      "_origin": "ast",
      "id": "graphify_ids_normalize_id",
      "community": 30,
      "norm_label": "normalize_id()"
    },
    {
      "label": "make_id()",
      "file_type": "code",
      "source_file": "graphify/ids.py",
      "source_location": "L43",
      "_origin": "ast",
      "id": "graphify_ids_make_id",
      "community": 30,
      "norm_label": "make_id()"
    },
    {
      "label": "Single source of truth for node-ID normalization.  Three independent producers",
      "file_type": "rationale",
      "source_file": "graphify/ids.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "graphify_ids_rationale_1",
      "community": 30,
      "norm_label": "single source of truth for node-id normalization.  three independent producers"
    },
    {
      "label": "r\"\"\"Normalize a single ID string to its canonical form.      Idempotent: ``nor",
      "file_type": "rationale",
      "source_file": "graphify/ids.py",
      "source_location": "L33",
      "_origin": "ast",
      "id": "graphify_ids_rationale_33",
      "community": 30,
      "norm_label": "r\"\"\"normalize a single id string to its canonical form.      idempotent: ``nor"
    },
    {
      "label": "Build a canonical node ID from one or more name parts.      Parts are joined w",
      "file_type": "rationale",
      "source_file": "graphify/ids.py",
      "source_location": "L44",
      "_origin": "ast",
      "id": "graphify_ids_rationale_44",
      "community": 30,
      "norm_label": "build a canonical node id from one or more name parts.      parts are joined w"
    },
    {
      "label": "ingest.py",
      "file_type": "code",
      "source_file": "graphify/ingest.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "graphify_ingest",
      "community": 124,
      "norm_label": "ingest.py"
    },
    {
      "label": "_yaml_str()",
      "file_type": "code",
      "source_file": "graphify/ingest.py",
      "source_location": "L13",
      "_origin": "ast",
      "id": "graphify_ingest_yaml_str",
      "community": 124,
      "norm_label": "_yaml_str()"
    },
    {
      "label": "_safe_filename()",
      "file_type": "code",
      "source_file": "graphify/ingest.py",
      "source_location": "L55",
      "_origin": "ast",
      "id": "graphify_ingest_safe_filename",
      "community": 124,
      "norm_label": "_safe_filename()"
    },
    {
      "label": "_detect_url_type()",
      "file_type": "code",
      "source_file": "graphify/ingest.py",
      "source_location": "L64",
      "_origin": "ast",
      "id": "graphify_ingest_detect_url_type",
      "community": 124,
      "norm_label": "_detect_url_type()"
    },
    {
      "label": "_fetch_html()",
      "file_type": "code",
      "source_file": "graphify/ingest.py",
      "source_location": "L84",
      "_origin": "ast",
      "id": "graphify_ingest_fetch_html",
      "community": 124,
      "norm_label": "_fetch_html()"
    },
    {
      "label": "_html_to_markdown()",
      "file_type": "code",
      "source_file": "graphify/ingest.py",
      "source_location": "L88",
      "_origin": "ast",
      "id": "graphify_ingest_html_to_markdown",
      "community": 124,
      "norm_label": "_html_to_markdown()"
    },
    {
      "label": "_fetch_tweet()",
      "file_type": "code",
      "source_file": "graphify/ingest.py",
      "source_location": "L103",
      "_origin": "ast",
      "id": "graphify_ingest_fetch_tweet",
      "community": 124,
      "norm_label": "_fetch_tweet()"
    },
    {
      "label": "_fetch_webpage()",
      "file_type": "code",
      "source_file": "graphify/ingest.py",
      "source_location": "L136",
      "_origin": "ast",
      "id": "graphify_ingest_fetch_webpage",
      "community": 124,
      "norm_label": "_fetch_webpage()"
    },
    {
      "label": "_fetch_arxiv()",
      "file_type": "code",
      "source_file": "graphify/ingest.py",
      "source_location": "L165",
      "_origin": "ast",
      "id": "graphify_ingest_fetch_arxiv",
      "community": 124,
      "norm_label": "_fetch_arxiv()"
    },
    {
      "label": "_download_binary()",
      "file_type": "code",
      "source_file": "graphify/ingest.py",
      "source_location": "L210",
      "_origin": "ast",
      "id": "graphify_ingest_download_binary",
      "community": 124,
      "norm_label": "_download_binary()"
    },
    {
      "label": "Path",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "graphify_ingest_py_path",
      "community": 124,
      "norm_label": "path"
    },
    {
      "label": "ingest()",
      "file_type": "code",
      "source_file": "graphify/ingest.py",
      "source_location": "L218",
      "_origin": "ast",
      "id": "graphify_ingest_ingest",
      "community": 124,
      "norm_label": "ingest()"
    },
    {
      "label": "save_query_result()",
      "file_type": "code",
      "source_file": "graphify/ingest.py",
      "source_location": "L274",
      "_origin": "ast",
      "id": "graphify_ingest_save_query_result",
      "community": 125,
      "norm_label": "save_query_result()"
    },
    {
      "label": "Escape a string for embedding in a YAML double-quoted scalar.      Handles eve",
      "file_type": "rationale",
      "source_file": "graphify/ingest.py",
      "source_location": "L14",
      "_origin": "ast",
      "id": "graphify_ingest_rationale_14",
      "community": 124,
      "norm_label": "escape a string for embedding in a yaml double-quoted scalar.      handles eve"
    },
    {
      "label": "Turn a URL into a safe filename.",
      "file_type": "rationale",
      "source_file": "graphify/ingest.py",
      "source_location": "L56",
      "_origin": "ast",
      "id": "graphify_ingest_rationale_56",
      "community": 124,
      "norm_label": "turn a url into a safe filename."
    },
    {
      "label": "Classify the URL for targeted extraction.",
      "file_type": "rationale",
      "source_file": "graphify/ingest.py",
      "source_location": "L65",
      "_origin": "ast",
      "id": "graphify_ingest_rationale_65",
      "community": 124,
      "norm_label": "classify the url for targeted extraction."
    },
    {
      "label": "Convert HTML to clean markdown. Uses markdownify if available, else basic strip.",
      "file_type": "rationale",
      "source_file": "graphify/ingest.py",
      "source_location": "L89",
      "_origin": "ast",
      "id": "graphify_ingest_rationale_89",
      "community": 124,
      "norm_label": "convert html to clean markdown. uses markdownify if available, else basic strip."
    },
    {
      "label": "Fetch a tweet URL. Returns (content, filename).",
      "file_type": "rationale",
      "source_file": "graphify/ingest.py",
      "source_location": "L104",
      "_origin": "ast",
      "id": "graphify_ingest_rationale_104",
      "community": 124,
      "norm_label": "fetch a tweet url. returns (content, filename)."
    },
    {
      "label": "Fetch a generic webpage and convert to markdown.",
      "file_type": "rationale",
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      "label": "codebuddy_install()",
      "file_type": "code",
      "source_file": "graphify/install.py",
      "source_location": "L1814",
      "_origin": "ast",
      "id": "graphify_install_codebuddy_install",
      "community": 25,
      "norm_label": "codebuddy_install()"
    },
    {
      "label": "_install_codebuddy_hook()",
      "file_type": "code",
      "source_file": "graphify/install.py",
      "source_location": "L1839",
      "_origin": "ast",
      "id": "graphify_install_install_codebuddy_hook",
      "community": 3,
      "norm_label": "_install_codebuddy_hook()"
    },
    {
      "label": "_uninstall_codebuddy_hook()",
      "file_type": "code",
      "source_file": "graphify/install.py",
      "source_location": "L1859",
      "_origin": "ast",
      "id": "graphify_install_uninstall_codebuddy_hook",
      "community": 3,
      "norm_label": "_uninstall_codebuddy_hook()"
    },
    {
      "label": "codebuddy_uninstall()",
      "file_type": "code",
      "source_file": "graphify/install.py",
      "source_location": "L1875",
      "_origin": "ast",
      "id": "graphify_install_codebuddy_uninstall",
      "community": 25,
      "norm_label": "codebuddy_uninstall()"
    },
    {
      "label": "dispatch_install_cli()",
      "file_type": "code",
      "source_file": "graphify/install.py",
      "source_location": "L1929",
      "_origin": "ast",
      "id": "graphify_install_dispatch_install_cli",
      "community": 3,
      "norm_label": "dispatch_install_cli()"
    },
    {
      "label": "graphify install/uninstall subsystem.  The per-platform skill/hook installers",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "graphify_install_rationale_1",
      "community": 3,
      "norm_label": "graphify install/uninstall subsystem.  the per-platform skill/hook installers"
    },
    {
      "label": "Read a packaged always-on instruction block from graphify/always_on/.      The",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L35",
      "_origin": "ast",
      "id": "graphify_install_rationale_35",
      "community": 3,
      "norm_label": "read a packaged always-on instruction block from graphify/always_on/.      the"
    },
    {
      "label": "After a successful install, update .graphify_version in all other known skill di",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L57",
      "_origin": "ast",
      "id": "graphify_install_rationale_57",
      "community": 3,
      "norm_label": "after a successful install, update .graphify_version in all other known skill di"
    },
    {
      "label": "Return the skill destination for a platform and scope.",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L68",
      "_origin": "ast",
      "id": "graphify_install_rationale_68",
      "community": 3,
      "norm_label": "return the skill destination for a platform and scope."
    },
    {
      "label": "Return the packaged references source dir for a progressive platform, else None.",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L122",
      "_origin": "ast",
      "id": "graphify_install_rationale_122",
      "community": 3,
      "norm_label": "return the packaged references source dir for a progressive platform, else none."
    },
    {
      "label": "Atomically install a packaged references/ sidecar next to SKILL.md.      Stage",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L154",
      "_origin": "ast",
      "id": "graphify_install_rationale_154",
      "community": 3,
      "norm_label": "atomically install a packaged references/ sidecar next to skill.md.      stage"
    },
    {
      "label": "Copy a packaged skill file and write its version stamp.      For progressive p",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L175",
      "_origin": "ast",
      "id": "graphify_install_rationale_175",
      "community": 3,
      "norm_label": "copy a packaged skill file and write its version stamp.      for progressive p"
    },
    {
      "label": "Remove a platform skill file and its version stamp without touching other scopes",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L232",
      "_origin": "ast",
      "id": "graphify_install_rationale_232",
      "community": 3,
      "norm_label": "remove a platform skill file and its version stamp without touching other scopes"
    },
    {
      "label": "Return the top-level project artifact for a project-scoped skill path.",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L254",
      "_origin": "ast",
      "id": "graphify_install_rationale_254",
      "community": 3,
      "norm_label": "return the top-level project artifact for a project-scoped skill path."
    },
    {
      "label": "Remove the project-scoped Claude skill registration file/section.",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L261",
      "_origin": "ast",
      "id": "graphify_install_rationale_261",
      "community": 3,
      "norm_label": "remove the project-scoped claude skill registration file/section."
    },
    {
      "label": "graphify's Claude/Codebuddy PreToolUse hooks, resolved at install time.      T",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L291",
      "_origin": "ast",
      "id": "graphify_install_rationale_291",
      "community": 135,
      "norm_label": "graphify's claude/codebuddy pretooluse hooks, resolved at install time.      t"
    },
    {
      "label": "Resolve a CLI platform alias to its real _PLATFORM_CONFIG key.",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L471",
      "_origin": "ast",
      "id": "graphify_install_rationale_471",
      "community": 3,
      "norm_label": "resolve a cli platform alias to its real _platform_config key."
    },
    {
      "label": "Idempotently update or append a graphify-owned section in shared files.      I",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L474",
      "_origin": "ast",
      "id": "graphify_install_rationale_474",
      "community": 247,
      "norm_label": "idempotently update or append a graphify-owned section in shared files.      i"
    },
    {
      "label": "Remove every section whose heading line is exactly ``marker``.      The headin",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L524",
      "_origin": "ast",
      "id": "graphify_install_rationale_524",
      "community": 3,
      "norm_label": "remove every section whose heading line is exactly ``marker``.      the headin"
    },
    {
      "label": "Amber brain banner on graphify install. TTY-only, never raises.",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L562",
      "_origin": "ast",
      "id": "graphify_install_rationale_562",
      "community": 3,
      "norm_label": "amber brain banner on graphify install. tty-only, never raises."
    },
    {
      "label": "Gemini CLI BeforeTool hook, resolved to a shell-agnostic `graphify` call.",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L684",
      "_origin": "ast",
      "id": "graphify_install_rationale_684",
      "community": 135,
      "norm_label": "gemini cli beforetool hook, resolved to a shell-agnostic `graphify` call."
    },
    {
      "label": "Copy skill file, write GEMINI.md section, and install BeforeTool hook.",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L693",
      "_origin": "ast",
      "id": "graphify_install_rationale_693",
      "community": 3,
      "norm_label": "copy skill file, write gemini.md section, and install beforetool hook."
    },
    {
      "label": "Remove the graphify section from GEMINI.md, uninstall hook, and remove skill fil",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L755",
      "_origin": "ast",
      "id": "graphify_install_rationale_755",
      "community": 3,
      "norm_label": "remove the graphify section from gemini.md, uninstall hook, and remove skill fil"
    },
    {
      "label": "Install graphify skill for VS Code Copilot Chat + write .github/copilot-instruct",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L777",
      "_origin": "ast",
      "id": "graphify_install_rationale_777",
      "community": 3,
      "norm_label": "install graphify skill for vs code copilot chat + write .github/copilot-instruct"
    },
    {
      "label": "Remove graphify VS Code Copilot Chat skill and .github/copilot-instructions.md s",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L829",
      "_origin": "ast",
      "id": "graphify_install_rationale_829",
      "community": 3,
      "norm_label": "remove graphify vs code copilot chat skill and .github/copilot-instructions.md s"
    },
    {
      "label": "Write graphify skill + steering file for Kiro IDE/CLI.",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L878",
      "_origin": "ast",
      "id": "graphify_install_rationale_878",
      "community": 3,
      "norm_label": "write graphify skill + steering file for kiro ide/cli."
    },
    {
      "label": "Remove graphify skill + steering file for Kiro.",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L904",
      "_origin": "ast",
      "id": "graphify_install_rationale_904",
      "community": 3,
      "norm_label": "remove graphify skill + steering file for kiro."
    },
    {
      "label": "Write Antigravity's always-on layer next to an installed skill.      Injects t",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L920",
      "_origin": "ast",
      "id": "graphify_install_rationale_920",
      "community": 3,
      "norm_label": "write antigravity's always-on layer next to an installed skill.      injects t"
    },
    {
      "label": "Install graphify for Google Antigravity (global skill + .agents/rules + .agents/",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L963",
      "_origin": "ast",
      "id": "graphify_install_rationale_963",
      "community": 3,
      "norm_label": "install graphify for google antigravity (global skill + .agents/rules + .agents/"
    },
    {
      "label": "Remove graphify Antigravity rules, workflow, and skill files.",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L983",
      "_origin": "ast",
      "id": "graphify_install_rationale_983",
      "community": 3,
      "norm_label": "remove graphify antigravity rules, workflow, and skill files."
    },
    {
      "label": "Write .cursor/rules/graphify.mdc with alwaysApply: true.",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L1043",
      "_origin": "ast",
      "id": "graphify_install_rationale_1043",
      "community": 3,
      "norm_label": "write .cursor/rules/graphify.mdc with alwaysapply: true."
    },
    {
      "label": "Remove .cursor/rules/graphify.mdc.",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L1058",
      "_origin": "ast",
      "id": "graphify_install_rationale_1058",
      "community": 3,
      "norm_label": "remove .cursor/rules/graphify.mdc."
    },
    {
      "label": "Write .windsurf/rules/graphify.md for always-on Devin context.",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L1080",
      "_origin": "ast",
      "id": "graphify_install_rationale_1080",
      "community": 3,
      "norm_label": "write .windsurf/rules/graphify.md for always-on devin context."
    },
    {
      "label": "Remove .windsurf/rules/graphify.md.",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L1090",
      "_origin": "ast",
      "id": "graphify_install_rationale_1090",
      "community": 3,
      "norm_label": "remove .windsurf/rules/graphify.md."
    },
    {
      "label": "Remove JSONC-style comments while leaving string content intact.",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L1128",
      "_origin": "ast",
      "id": "graphify_install_rationale_1128",
      "community": 3,
      "norm_label": "remove jsonc-style comments while leaving string content intact."
    },
    {
      "label": "Write automated Kilo edits to kilo.json so existing JSONC stays untouched.",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L1202",
      "_origin": "ast",
      "id": "graphify_install_rationale_1202",
      "community": 3,
      "norm_label": "write automated kilo edits to kilo.json so existing jsonc stays untouched."
    },
    {
      "label": "Write graphify.js plugin and register it without rewriting user JSONC.",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L1206",
      "_origin": "ast",
      "id": "graphify_install_rationale_1206",
      "community": 3,
      "norm_label": "write graphify.js plugin and register it without rewriting user jsonc."
    },
    {
      "label": "Remove graphify.js plugin and deregister it without rewriting user JSONC.",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L1230",
      "_origin": "ast",
      "id": "graphify_install_rationale_1230",
      "community": 3,
      "norm_label": "remove graphify.js plugin and deregister it without rewriting user jsonc."
    },
    {
      "label": "Write graphify.js plugin and register it in opencode.json.",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L1291",
      "_origin": "ast",
      "id": "graphify_install_rationale_1291",
      "community": 3,
      "norm_label": "write graphify.js plugin and register it in opencode.json."
    },
    {
      "label": "Remove graphify.js plugin and deregister from opencode.json.",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L1315",
      "_origin": "ast",
      "id": "graphify_install_rationale_1315",
      "community": 3,
      "norm_label": "remove graphify.js plugin and deregister from opencode.json."
    },
    {
      "label": "Return the absolute path to the graphify executable, with forward slashes.",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L1337",
      "_origin": "ast",
      "id": "graphify_install_rationale_1337",
      "community": 135,
      "norm_label": "return the absolute path to the graphify executable, with forward slashes."
    },
    {
      "label": "Add graphify PreToolUse hook to .codex/hooks.json.",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L1363",
      "_origin": "ast",
      "id": "graphify_install_rationale_1363",
      "community": 3,
      "norm_label": "add graphify pretooluse hook to .codex/hooks.json."
    },
    {
      "label": "Remove graphify PreToolUse hook from .codex/hooks.json.",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L1393",
      "_origin": "ast",
      "id": "graphify_install_rationale_1393",
      "community": 3,
      "norm_label": "remove graphify pretooluse hook from .codex/hooks.json."
    },
    {
      "label": "Write the graphify section to the local AGENTS.md for always-on platforms.",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L1407",
      "_origin": "ast",
      "id": "graphify_install_rationale_1407",
      "community": 3,
      "norm_label": "write the graphify section to the local agents.md for always-on platforms."
    },
    {
      "label": "Best-effort removal of the pre-fix ~/.amp/skills/graphify install dir.      Ol",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L1443",
      "_origin": "ast",
      "id": "graphify_install_rationale_1443",
      "community": 3,
      "norm_label": "best-effort removal of the pre-fix ~/.amp/skills/graphify install dir.      ol"
    },
    {
      "label": "User-scope Amp install: skill into ~/.config/agents/skills + AGENTS.md.",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L1455",
      "_origin": "ast",
      "id": "graphify_install_rationale_1455",
      "community": 3,
      "norm_label": "user-scope amp install: skill into ~/.config/agents/skills + agents.md."
    },
    {
      "label": "User-scope Amp uninstall: remove the skill and the AGENTS.md section.",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L1460",
      "_origin": "ast",
      "id": "graphify_install_rationale_1460",
      "community": 3,
      "norm_label": "user-scope amp uninstall: remove the skill and the agents.md section."
    },
    {
      "label": "`graphify agents install`: skill into ~/.agents/skills + AGENTS.md.      The a",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L1466",
      "_origin": "ast",
      "id": "graphify_install_rationale_1466",
      "community": 3,
      "norm_label": "`graphify agents install`: skill into ~/.agents/skills + agents.md.      the a"
    },
    {
      "label": "`graphify agents uninstall`: remove the skill and the AGENTS.md section.",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L1478",
      "_origin": "ast",
      "id": "graphify_install_rationale_1478",
      "community": 3,
      "norm_label": "`graphify agents uninstall`: remove the skill and the agents.md section."
    },
    {
      "label": "Install platform skill/config files in the current project.",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L1484",
      "_origin": "ast",
      "id": "graphify_install_rationale_1484",
      "community": 3,
      "norm_label": "install platform skill/config files in the current project."
    },
    {
      "label": "Remove project-scoped platform skill/config files only.",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L1527",
      "_origin": "ast",
      "id": "graphify_install_rationale_1527",
      "community": 3,
      "norm_label": "remove project-scoped platform skill/config files only."
    },
    {
      "label": "Remove project-scoped install files without touching user-scope installs.",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L1561",
      "_origin": "ast",
      "id": "graphify_install_rationale_1561",
      "community": 3,
      "norm_label": "remove project-scoped install files without touching user-scope installs."
    },
    {
      "label": "Remove the graphify section from the local AGENTS.md.",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L1570",
      "_origin": "ast",
      "id": "graphify_install_rationale_1570",
      "community": 3,
      "norm_label": "remove the graphify section from the local agents.md."
    },
    {
      "label": "Install native Kilo skill + command globally and always-on project wiring locall",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L1632",
      "_origin": "ast",
      "id": "graphify_install_rationale_1632",
      "community": 3,
      "norm_label": "install native kilo skill + command globally and always-on project wiring locall"
    },
    {
      "label": "Remove Kilo always-on project wiring and global skill/command files.",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L1636",
      "_origin": "ast",
      "id": "graphify_install_rationale_1636",
      "community": 3,
      "norm_label": "remove kilo always-on project wiring and global skill/command files."
    },
    {
      "label": "Write the graphify section to the local CLAUDE.md.",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L1641",
      "_origin": "ast",
      "id": "graphify_install_rationale_1641",
      "community": 64,
      "norm_label": "write the graphify section to the local claude.md."
    },
    {
      "label": "Add graphify PreToolUse hook to .claude/settings.json.",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L1669",
      "_origin": "ast",
      "id": "graphify_install_rationale_1669",
      "community": 135,
      "norm_label": "add graphify pretooluse hook to .claude/settings.json."
    },
    {
      "label": "Remove the graphify PreToolUse hook from .claude/settings.json and its     loca",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L1690",
      "_origin": "ast",
      "id": "graphify_install_rationale_1690",
      "community": 3,
      "norm_label": "remove the graphify pretooluse hook from .claude/settings.json and its     loca"
    },
    {
      "label": "Drop graphify PreToolUse hooks from a single Claude settings file, if present.",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L1700",
      "_origin": "ast",
      "id": "graphify_install_rationale_1700",
      "community": 3,
      "norm_label": "drop graphify pretooluse hooks from a single claude settings file, if present."
    },
    {
      "label": "Remove graphify from every platform detected in the current project.",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L1715",
      "_origin": "ast",
      "id": "graphify_install_rationale_1715",
      "community": 3,
      "norm_label": "remove graphify from every platform detected in the current project."
    },
    {
      "label": "Remove the graphify skill tree (SKILL.md + references/) and the graphify     se",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L1758",
      "_origin": "ast",
      "id": "graphify_install_rationale_1758",
      "community": 25,
      "norm_label": "remove the graphify skill tree (skill.md + references/) and the graphify     se"
    },
    {
      "label": "Strip the ## graphify section from one CLAUDE.md-style file.      Returns True",
      "file_type": "rationale",
      "source_file": "graphify/install.py",
      "source_location": "L1791",
      "_origin": "ast",
      "id": "graphify_install_rationale_1791",
      "community": 3,
      "norm_label": "strip the ## graphify section from one claude.md-style file.      returns true"
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      "source_file": "graphify/llm.py",
      "source_location": "L2653",
      "_origin": "ast",
      "id": "graphify_llm_ollama_host_is_link_local_or_metadata",
      "community": 40,
      "norm_label": "_ollama_host_is_link_local_or_metadata()"
    },
    {
      "label": "_validate_ollama_base_url()",
      "file_type": "code",
      "source_file": "graphify/llm.py",
      "source_location": "L2680",
      "_origin": "ast",
      "id": "graphify_llm_validate_ollama_base_url",
      "community": 40,
      "norm_label": "_validate_ollama_base_url()"
    },
    {
      "label": "detect_backend()",
      "file_type": "code",
      "source_file": "graphify/llm.py",
      "source_location": "L2727",
      "_origin": "ast",
      "id": "graphify_llm_detect_backend",
      "community": 40,
      "norm_label": "detect_backend()"
    },
    {
      "label": "_placeholder_community_labels()",
      "file_type": "code",
      "source_file": "graphify/llm.py",
      "source_location": "L2776",
      "_origin": "ast",
      "id": "graphify_llm_placeholder_community_labels",
      "community": 54,
      "norm_label": "_placeholder_community_labels()"
    },
    {
      "label": "_community_label_lines()",
      "file_type": "code",
      "source_file": "graphify/llm.py",
      "source_location": "L2780",
      "_origin": "ast",
      "id": "graphify_llm_community_label_lines",
      "community": 54,
      "norm_label": "_community_label_lines()"
    },
    {
      "label": "_parse_label_response()",
      "file_type": "code",
      "source_file": "graphify/llm.py",
      "source_location": "L2807",
      "_origin": "ast",
      "id": "graphify_llm_parse_label_response",
      "community": 21,
      "norm_label": "_parse_label_response()"
    },
    {
      "label": "_label_batch_with_retry()",
      "file_type": "code",
      "source_file": "graphify/llm.py",
      "source_location": "L2844",
      "_origin": "ast",
      "id": "graphify_llm_label_batch_with_retry",
      "community": 21,
      "norm_label": "_label_batch_with_retry()"
    },
    {
      "label": "label_communities()",
      "file_type": "code",
      "source_file": "graphify/llm.py",
      "source_location": "L2918",
      "_origin": "ast",
      "id": "graphify_llm_label_communities",
      "community": 54,
      "norm_label": "label_communities()"
    },
    {
      "label": "generate_community_labels()",
      "file_type": "code",
      "source_file": "graphify/llm.py",
      "source_location": "L3027",
      "_origin": "ast",
      "id": "graphify_llm_generate_community_labels",
      "community": 54,
      "norm_label": "generate_community_labels()"
    },
    {
      "label": "Return a tiktoken encoder for accurate token counts, or None if tiktoken     is",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L40",
      "_origin": "ast",
      "id": "graphify_llm_rationale_40",
      "community": 21,
      "norm_label": "return a tiktoken encoder for accurate token counts, or none if tiktoken     is"
    },
    {
      "label": "Resolve the Ollama base URL. Honors an explicit OLLAMA_BASE_URL first     (verb",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L61",
      "_origin": "ast",
      "id": "graphify_llm_rationale_61",
      "community": 18,
      "norm_label": "resolve the ollama base url. honors an explicit ollama_base_url first     (verb"
    },
    {
      "label": "Structural safety check for a custom-provider base_url.      A custom provider",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L228",
      "_origin": "ast",
      "id": "graphify_llm_rationale_228",
      "community": 127,
      "norm_label": "structural safety check for a custom-provider base_url.      a custom provider"
    },
    {
      "label": "Honour GRAPHIFY_MAX_OUTPUT_TOKENS env var override, else use backend default.",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L305",
      "_origin": "ast",
      "id": "graphify_llm_rationale_305",
      "community": 21,
      "norm_label": "honour graphify_max_output_tokens env var override, else use backend default."
    },
    {
      "label": "True if `model` is a reasoning model that rejects an explicit temperature.",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L327",
      "_origin": "ast",
      "id": "graphify_llm_rationale_327",
      "community": 18,
      "norm_label": "true if `model` is a reasoning model that rejects an explicit temperature."
    },
    {
      "label": "Resolve the temperature to send, honouring GRAPHIFY_LLM_TEMPERATURE.      Prec",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L346",
      "_origin": "ast",
      "id": "graphify_llm_rationale_346",
      "community": 18,
      "norm_label": "resolve the temperature to send, honouring graphify_llm_temperature.      prec"
    },
    {
      "label": "Build Bedrock inferenceConfig, honouring GRAPHIFY_LLM_TEMPERATURE.      Bedroc",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L378",
      "_origin": "ast",
      "id": "graphify_llm_rationale_378",
      "community": 47,
      "norm_label": "build bedrock inferenceconfig, honouring graphify_llm_temperature.      bedroc"
    },
    {
      "label": "subprocess kwargs that suppress the console window claude.cmd would     otherwi",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L392",
      "_origin": "ast",
      "id": "graphify_llm_rationale_392",
      "community": 32,
      "norm_label": "subprocess kwargs that suppress the console window claude.cmd would     otherwi"
    },
    {
      "label": "Honour GRAPHIFY_API_TIMEOUT env var override, else use default (seconds).",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L404",
      "_origin": "ast",
      "id": "graphify_llm_rationale_404",
      "community": 32,
      "norm_label": "honour graphify_api_timeout env var override, else use default (seconds)."
    },
    {
      "label": "How many times the provider SDK retries a transient error (notably HTTP 429",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L417",
      "_origin": "ast",
      "id": "graphify_llm_rationale_417",
      "community": 259,
      "norm_label": "how many times the provider sdk retries a transient error (notably http 429"
    },
    {
      "label": "Opt-in (GRAPHIFY_DISABLE_THINKING) to send ``{\"thinking\": {\"type\": \"disabled\"}}`",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L436",
      "_origin": "ast",
      "id": "graphify_llm_rationale_436",
      "community": 18,
      "norm_label": "opt-in (graphify_disable_thinking) to send ``{\"thinking\": {\"type\": \"disabled\"}}`"
    },
    {
      "label": "Return the semantic-extraction system prompt, optionally in deep mode.",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L491",
      "_origin": "ast",
      "id": "graphify_llm_rationale_491",
      "community": 27,
      "norm_label": "return the semantic-extraction system prompt, optionally in deep mode."
    },
    {
      "label": "Return a text-like file's content for the extraction prompt.      Most files a",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L498",
      "_origin": "ast",
      "id": "graphify_llm_rationale_498",
      "community": 21,
      "norm_label": "return a text-like file's content for the extraction prompt.      most files a"
    },
    {
      "label": "Return the resolved path only when it stays inside ``root``.",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L512",
      "_origin": "ast",
      "id": "graphify_llm_rationale_512",
      "community": 21,
      "norm_label": "return the resolved path only when it stays inside ``root``."
    },
    {
      "label": "Defang known chat-template / jailbreak control tokens in untrusted text.",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L539",
      "_origin": "ast",
      "id": "graphify_llm_rationale_539",
      "community": 21,
      "norm_label": "defang known chat-template / jailbreak control tokens in untrusted text."
    },
    {
      "label": "Wrap one file's content in a labelled, hash-stamped untrusted-data block.",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L549",
      "_origin": "ast",
      "id": "graphify_llm_rationale_549",
      "community": 21,
      "norm_label": "wrap one file's content in a labelled, hash-stamped untrusted-data block."
    },
    {
      "label": "Return file/slice contents formatted for the extraction prompt.      Each unit",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L565",
      "_origin": "ast",
      "id": "graphify_llm_rationale_565",
      "community": 21,
      "norm_label": "return file/slice contents formatted for the extraction prompt.      each unit"
    },
    {
      "label": "Identifier tokens from a node label, stripped of a trailing call/args     paren",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L624",
      "_origin": "ast",
      "id": "graphify_llm_rationale_624",
      "community": 126,
      "norm_label": "identifier tokens from a node label, stripped of a trailing call/args     paren"
    },
    {
      "label": "Map each dispatched text unit's resolved path to the (lower-cased, capped)",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L633",
      "_origin": "ast",
      "id": "graphify_llm_rationale_633",
      "community": 21,
      "norm_label": "map each dispatched text unit's resolved path to the (lower-cased, capped)"
    },
    {
      "label": "Downgrade code-typed nodes whose symbol name has no evidence in the source",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L655",
      "_origin": "ast",
      "id": "graphify_llm_rationale_655",
      "community": 126,
      "norm_label": "downgrade code-typed nodes whose symbol name has no evidence in the source"
    },
    {
      "label": "A single image destined for a vision request.      `raw` is None when the imag",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L758",
      "_origin": "ast",
      "id": "graphify_llm_rationale_758",
      "community": 47,
      "norm_label": "a single image destined for a vision request.      `raw` is none when the imag"
    },
    {
      "label": "Split a chunk into (text-like units, raster-image files).      A ``FileSlice``",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L788",
      "_origin": "ast",
      "id": "graphify_llm_rationale_788",
      "community": 21,
      "norm_label": "split a chunk into (text-like units, raster-image files).      a ``fileslice``"
    },
    {
      "label": "Build `_ImageRef`s for raster images.      `read_bytes=True` (base64 backends)",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L799",
      "_origin": "ast",
      "id": "graphify_llm_rationale_799",
      "community": 47,
      "norm_label": "build `_imageref`s for raster images.      `read_bytes=true` (base64 backends)"
    },
    {
      "label": "Return refs with pixel data dropped (for non-vision backends).",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L839",
      "_origin": "ast",
      "id": "graphify_llm_rationale_839",
      "community": 47,
      "norm_label": "return refs with pixel data dropped (for non-vision backends)."
    },
    {
      "label": "Whether `backend`'s configured model can see images.      Ollama is special-ca",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L844",
      "_origin": "ast",
      "id": "graphify_llm_rationale_844",
      "community": 40,
      "norm_label": "whether `backend`'s configured model can see images.      ollama is special-ca"
    },
    {
      "label": "Text block listing the images so the model emits one node per image.      Alwa",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L856",
      "_origin": "ast",
      "id": "graphify_llm_rationale_856",
      "community": 47,
      "norm_label": "text block listing the images so the model emits one node per image.      alwa"
    },
    {
      "label": "Build the Anthropic `messages[].content` value (str, or block list with images).",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L901",
      "_origin": "ast",
      "id": "graphify_llm_rationale_901",
      "community": 47,
      "norm_label": "build the anthropic `messages[].content` value (str, or block list with images)."
    },
    {
      "label": "Build the OpenAI-compatible user `content` value (str, or part list with images)",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L914",
      "_origin": "ast",
      "id": "graphify_llm_rationale_914",
      "community": 47,
      "norm_label": "build the openai-compatible user `content` value (str, or part list with images)"
    },
    {
      "label": "Build the Bedrock Converse user content list (raw bytes, not base64).",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L930",
      "_origin": "ast",
      "id": "graphify_llm_rationale_930",
      "community": 47,
      "norm_label": "build the bedrock converse user content list (raw bytes, not base64)."
    },
    {
      "label": "Force ``nodes``/``edges``/``hyperedges`` to lists of dicts, in place.      A m",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L944",
      "_origin": "ast",
      "id": "graphify_llm_rationale_944",
      "community": 77,
      "norm_label": "force ``nodes``/``edges``/``hyperedges`` to lists of dicts, in place.      a m"
    },
    {
      "label": "Strip optional markdown fences and parse JSON. Returns empty fragment on failure",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L968",
      "_origin": "ast",
      "id": "graphify_llm_rationale_968",
      "community": 77,
      "norm_label": "strip optional markdown fences and parse json. returns empty fragment on failure"
    },
    {
      "label": "Detect a successful HTTP response that yielded no usable extraction.      A lo",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L1048",
      "_origin": "ast",
      "id": "graphify_llm_rationale_1048",
      "community": 18,
      "norm_label": "detect a successful http response that yielded no usable extraction.      a lo"
    },
    {
      "label": "Return accepted API-key environment variables for a backend.",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L1068",
      "_origin": "ast",
      "id": "graphify_llm_rationale_1068",
      "community": 40,
      "norm_label": "return accepted api-key environment variables for a backend."
    },
    {
      "label": "Return the first configured API key for backend, or an empty string.",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L1080",
      "_origin": "ast",
      "id": "graphify_llm_rationale_1080",
      "community": 40,
      "norm_label": "return the first configured api key for backend, or an empty string."
    },
    {
      "label": "Return user-facing accepted API-key variable names.",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L1089",
      "_origin": "ast",
      "id": "graphify_llm_rationale_1089",
      "community": 158,
      "norm_label": "return user-facing accepted api-key variable names."
    },
    {
      "label": "Return configured model override or backend default model.",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L1095",
      "_origin": "ast",
      "id": "graphify_llm_rationale_1095",
      "community": 104,
      "norm_label": "return configured model override or backend default model."
    },
    {
      "label": "Package-missing message that works for the recommended `uv tool` install.",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L1106",
      "_origin": "ast",
      "id": "graphify_llm_rationale_1106",
      "community": 260,
      "norm_label": "package-missing message that works for the recommended `uv tool` install."
    },
    {
      "label": "Call any OpenAI-compatible API (Kimi, OpenAI, etc.) and return parsed JSON.",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L1134",
      "_origin": "ast",
      "id": "graphify_llm_rationale_1134",
      "community": 18,
      "norm_label": "call any openai-compatible api (kimi, openai, etc.) and return parsed json."
    },
    {
      "label": "Call Anthropic Claude directly (not via OpenAI compat layer).",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L1271",
      "_origin": "ast",
      "id": "graphify_llm_rationale_1271",
      "community": 47,
      "norm_label": "call anthropic claude directly (not via openai compat layer)."
    },
    {
      "label": "Parse the JSON returned by `claude -p --output-format json`.      Older Claude",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L1309",
      "_origin": "ast",
      "id": "graphify_llm_rationale_1309",
      "community": 32,
      "norm_label": "parse the json returned by `claude -p --output-format json`.      older claude"
    },
    {
      "label": "Return True if this Claude Code CLI accepts ``--json-schema``.      Structured",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L1364",
      "_origin": "ast",
      "id": "graphify_llm_rationale_1364",
      "community": 32,
      "norm_label": "return true if this claude code cli accepts ``--json-schema``.      structured"
    },
    {
      "label": "Call Claude via the locally-installed Claude Code CLI (`claude -p`).      Rout",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L1397",
      "_origin": "ast",
      "id": "graphify_llm_rationale_1397",
      "community": 32,
      "norm_label": "call claude via the locally-installed claude code cli (`claude -p`).      rout"
    },
    {
      "label": "Construct an AzureOpenAI client with env-driven api_version and timeout.",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L1546",
      "_origin": "ast",
      "id": "graphify_llm_rationale_1546",
      "community": 259,
      "norm_label": "construct an azureopenai client with env-driven api_version and timeout."
    },
    {
      "label": "Call Azure OpenAI Service via the AzureOpenAI SDK client.",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L1577",
      "_origin": "ast",
      "id": "graphify_llm_rationale_1577",
      "community": 259,
      "norm_label": "call azure openai service via the azureopenai sdk client."
    },
    {
      "label": "Call AWS Bedrock via boto3 Converse API using the standard AWS credential chain.",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L1609",
      "_origin": "ast",
      "id": "graphify_llm_rationale_1609",
      "community": 47,
      "norm_label": "call aws bedrock via boto3 converse api using the standard aws credential chain."
    },
    {
      "label": "Extract semantic nodes/edges from a list of files using the given backend.",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L1661",
      "_origin": "ast",
      "id": "graphify_llm_rationale_1661",
      "community": 40,
      "norm_label": "extract semantic nodes/edges from a list of files using the given backend."
    },
    {
      "label": "Estimate the prompt-token cost of a file or slice under `_read_files` rules.",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L1783",
      "_origin": "ast",
      "id": "graphify_llm_rationale_1783",
      "community": 27,
      "norm_label": "estimate the prompt-token cost of a file or slice under `_read_files` rules."
    },
    {
      "label": "Greedily pack files/slices into chunks that fit a token budget.      Units are",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L1825",
      "_origin": "ast",
      "id": "graphify_llm_rationale_1825",
      "community": 27,
      "norm_label": "greedily pack files/slices into chunks that fit a token budget.      units are"
    },
    {
      "label": "Heuristically classify an exception as a context-window overflow.      Differe",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L1883",
      "_origin": "ast",
      "id": "graphify_llm_rationale_1883",
      "community": 84,
      "norm_label": "heuristically classify an exception as a context-window overflow.      differe"
    },
    {
      "label": "Tag every node/edge/hyperedge in a truncated chunk result with an internal",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L1897",
      "_origin": "ast",
      "id": "graphify_llm_rationale_1897",
      "community": 49,
      "norm_label": "tag every node/edge/hyperedge in a truncated chunk result with an internal"
    },
    {
      "label": "Source paths covered by a chunk, for marking a chunk that truncated to an     E",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L1916",
      "_origin": "ast",
      "id": "graphify_llm_rationale_1916",
      "community": 21,
      "norm_label": "source paths covered by a chunk, for marking a chunk that truncated to an     e"
    },
    {
      "label": "Union of the ``_partial_files`` carried by each result (survives merges).",
      "file_type": "rationale",
      "source_file": "graphify/llm.py",
      "source_location": "L1925",
      "_origin": "ast",
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      "norm_label": "union of the ``_partial_files`` carried by each result (survives merges)."
    },
    {
      "label": "Source files known partial: those carrying a ``_partial`` item marker, plus",
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    },
    {
      "label": "Remove the internal ``_partial`` marker from every item in ``result``.      Ca",
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    },
    {
      "label": "Extract a chunk; if the response is truncated (`finish_reason=\"length\"`)     or",
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      "source_file": "graphify/llm.py",
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    },
    {
      "label": "Extract a corpus in chunks, merging results.      Chunking strategy:",
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    {
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    {
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    {
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    {
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    {
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    {
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    {
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    {
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    {
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      "source_location": "",
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    {
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    {
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      "label": "mcp_ingest.py \u2014 Extract MCP (Model Context Protocol) server configuration files.",
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    {
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    {
      "label": "Append a node if not already present. ``kind`` is metadata, not file_type.",
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    },
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      "label": "Build a stable node ID via the single shared recipe (#1378).",
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      "label": ".ok()",
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      "label": "MultiDiGraph",
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    {
      "label": "_truncate()",
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      "label": "render_worktrees()",
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      "label": "render_conflicts()",
      "file_type": "code",
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      "id": "graphify_prs_render_conflicts",
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      "norm_label": "render_conflicts()"
    },
    {
      "label": "render_pr_detail()",
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      "norm_label": "render_pr_detail()"
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    {
      "label": "_resolve_triage_backend()",
      "file_type": "code",
      "source_file": "graphify/prs.py",
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      "norm_label": "_resolve_triage_backend()"
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    {
      "label": "triage_with_opus()",
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      "norm_label": "triage_with_opus()"
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    {
      "label": "cmd_prs()",
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      "norm_label": "cmd_prs()"
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    {
      "label": "graphify prs \u2014 graph-aware PR dashboard.  Fast terminal overview of open PRs w",
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      "source_file": "graphify/prs.py",
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      "norm_label": "graphify prs \u2014 graph-aware pr dashboard.  fast terminal overview of open prs w"
    },
    {
      "label": "Pad an ANSI-colored string to visible width (strips escape codes for length calc",
      "file_type": "rationale",
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      "_origin": "ast",
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    },
    {
      "label": "Auto-detect the repo's default branch via gh, then git, then fall back to 'main'",
      "file_type": "rationale",
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      "label": "True if graph_src and pr_file refer to the same file (path-boundary safe).",
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    },
    {
      "label": "Return (communities_touched, nodes_affected) for a set of changed files.",
      "file_type": "rationale",
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    },
    {
      "label": "Plain-text PR summary for MCP output (no ANSI).",
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      "norm_label": "plain-text pr summary for mcp output (no ansi)."
    },
    {
      "label": "Returns {branch: worktree_path}.",
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      "community": 128,
      "norm_label": "returns {branch: worktree_path}."
    },
    {
      "label": "Return {community_id: [top_labels]} extracted from graph node data.",
      "file_type": "rationale",
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      "_origin": "ast",
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      "norm_label": "return {community_id: [top_labels]} extracted from graph node data."
    },
    {
      "label": "Fetch PR file lists concurrently, compute graph impact, return community labels.",
      "file_type": "rationale",
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      "norm_label": "fetch pr file lists concurrently, compute graph impact, return community labels."
    },
    {
      "label": "Return (backend, model) using GRAPHIFY_TRIAGE_BACKEND or first available key.",
      "file_type": "rationale",
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      "_origin": "ast",
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      "norm_label": "return (backend, model) using graphify_triage_backend or first available key."
    },
    {
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      "file_type": "code",
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      "norm_label": "querylog.py"
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      "label": "_log_path()",
      "file_type": "code",
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      "source_location": "L15",
      "_origin": "ast",
      "id": "graphify_querylog_log_path",
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      "norm_label": "_log_path()"
    },
    {
      "label": "Path",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "graphify_querylog_py_path",
      "community": 74,
      "norm_label": "path"
    },
    {
      "label": "_log_responses()",
      "file_type": "code",
      "source_file": "graphify/querylog.py",
      "source_location": "L34",
      "_origin": "ast",
      "id": "graphify_querylog_log_responses",
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      "norm_label": "_log_responses()"
    },
    {
      "label": "nodes_from_result()",
      "file_type": "code",
      "source_file": "graphify/querylog.py",
      "source_location": "L38",
      "_origin": "ast",
      "id": "graphify_querylog_nodes_from_result",
      "community": 74,
      "norm_label": "nodes_from_result()"
    },
    {
      "label": "log_query()",
      "file_type": "code",
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      "norm_label": "log_query()"
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    {
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      "source_location": "",
      "_origin": "ast",
      "id": "graphify_querylog_py_any",
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      "norm_label": "any"
    },
    {
      "label": "Query logging for graphify \u2014 append-only JSONL, fail-silent.",
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      "norm_label": "query logging for graphify \u2014 append-only jsonl, fail-silent."
    },
    {
      "label": "Append one JSONL record to the query log. Never raises.",
      "file_type": "rationale",
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      "norm_label": "append one jsonl record to the query log. never raises."
    },
    {
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      "source_file": "graphify/reflect.py",
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      "id": "graphify_reflect",
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      "norm_label": "reflect.py"
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    {
      "label": "_yaml_unescape()",
      "file_type": "code",
      "source_file": "graphify/reflect.py",
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      "_origin": "ast",
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      "norm_label": "_yaml_unescape()"
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    {
      "label": "parse_memory_doc()",
      "file_type": "code",
      "source_file": "graphify/reflect.py",
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      "_origin": "ast",
      "id": "graphify_reflect_parse_memory_doc",
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      "norm_label": "parse_memory_doc()"
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      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
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      "norm_label": "any"
    },
    {
      "label": "load_memory_docs()",
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      "_origin": "ast",
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      "norm_label": "load_memory_docs()"
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    {
      "label": "Path",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "graphify_reflect_py_path",
      "community": 57,
      "norm_label": "path"
    },
    {
      "label": "_load_node_community()",
      "file_type": "code",
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      "norm_label": "_load_node_community()"
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      "label": "_load_known_nodes()",
      "file_type": "code",
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      "_origin": "ast",
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      "norm_label": "_load_known_nodes()"
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      "label": "_doc_community()",
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      "norm_label": "_doc_community()"
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      "label": "_parse_dt()",
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      "_origin": "ast",
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      "norm_label": "_parse_dt()"
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      "label": "datetime",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "graphify_reflect_py_datetime",
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      "norm_label": "datetime"
    },
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      "label": "_decay()",
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      "norm_label": "_decay()"
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      "label": "_empty_bucket()",
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      "norm_label": "_empty_bucket()"
    },
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      "label": "_record_node()",
      "file_type": "code",
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      "norm_label": "_record_node()"
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      "label": "_finalize_sources()",
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      "norm_label": "_finalize_sources()"
    },
    {
      "label": "_dedupe_by_question()",
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      "norm_label": "_dedupe_by_question()"
    },
    {
      "label": "aggregate_lessons()",
      "file_type": "code",
      "source_file": "graphify/reflect.py",
      "source_location": "L364",
      "_origin": "ast",
      "id": "graphify_reflect_aggregate_lessons",
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      "norm_label": "aggregate_lessons()"
    },
    {
      "label": "_render_bucket()",
      "file_type": "code",
      "source_file": "graphify/reflect.py",
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      "_origin": "ast",
      "id": "graphify_reflect_render_bucket",
      "community": 57,
      "norm_label": "_render_bucket()"
    },
    {
      "label": "render_lessons_md()",
      "file_type": "code",
      "source_file": "graphify/reflect.py",
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      "_origin": "ast",
      "id": "graphify_reflect_render_lessons_md",
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      "norm_label": "render_lessons_md()"
    },
    {
      "label": "lessons_fresh()",
      "file_type": "code",
      "source_file": "graphify/reflect.py",
      "source_location": "L527",
      "_origin": "ast",
      "id": "graphify_reflect_lessons_fresh",
      "community": 277,
      "norm_label": "lessons_fresh()"
    },
    {
      "label": "reflect()",
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      "source_file": "graphify/reflect.py",
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      "_origin": "ast",
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      "norm_label": "reflect()"
    },
    {
      "label": "_build_id_label_maps()",
      "file_type": "code",
      "source_file": "graphify/reflect.py",
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      "norm_label": "_build_id_label_maps()"
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    {
      "label": "_resolve_canonical_id()",
      "file_type": "code",
      "source_file": "graphify/reflect.py",
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      "_origin": "ast",
      "id": "graphify_reflect_resolve_canonical_id",
      "community": 57,
      "norm_label": "_resolve_canonical_id()"
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    {
      "label": "_resolve_source_path()",
      "file_type": "code",
      "source_file": "graphify/reflect.py",
      "source_location": "L668",
      "_origin": "ast",
      "id": "graphify_reflect_resolve_source_path",
      "community": 57,
      "norm_label": "_resolve_source_path()"
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    {
      "label": "_content_hash()",
      "file_type": "code",
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      "source_location": "L717",
      "_origin": "ast",
      "id": "graphify_reflect_content_hash",
      "community": 57,
      "norm_label": "_content_hash()"
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    {
      "label": "_code_fingerprint()",
      "file_type": "code",
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      "source_location": "L728",
      "_origin": "ast",
      "id": "graphify_reflect_code_fingerprint",
      "community": 57,
      "norm_label": "_code_fingerprint()"
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    {
      "label": "_provenance_for()",
      "file_type": "code",
      "source_file": "graphify/reflect.py",
      "source_location": "L741",
      "_origin": "ast",
      "id": "graphify_reflect_provenance_for",
      "community": 57,
      "norm_label": "_provenance_for()"
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      "label": "build_learning_overlay()",
      "file_type": "code",
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      "_origin": "ast",
      "id": "graphify_reflect_build_learning_overlay",
      "community": 57,
      "norm_label": "build_learning_overlay()"
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      "label": "write_learning_sidecar()",
      "file_type": "code",
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      "norm_label": "write_learning_sidecar()"
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      "label": "load_learning_overlay()",
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      "_origin": "ast",
      "id": "graphify_reflect_load_learning_overlay",
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      "norm_label": "load_learning_overlay()"
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      "label": "_is_stale()",
      "file_type": "code",
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      "norm_label": "_is_stale()"
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      "file_type": "rationale",
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      "source_location": "L1",
      "_origin": "ast",
      "id": "graphify_reflect_rationale_1",
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    },
    {
      "label": "Reverse the double-quoted escaping that ingest._yaml_str applies.",
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      "_origin": "ast",
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      "norm_label": "reverse the double-quoted escaping that ingest._yaml_str applies."
    },
    {
      "label": "Parse the frontmatter of a memory doc into a dict, or None if it has none.",
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    },
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    },
    {
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    },
    {
      "label": "The set of node ids AND labels in the current graph, or None if unavailable.",
      "file_type": "rationale",
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      "_origin": "ast",
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      "norm_label": "the set of node ids and labels in the current graph, or none if unavailable."
    },
    {
      "label": "The community a doc belongs to: the plurality community of its source nodes.",
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      "id": "graphify_reflect_rationale_242",
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      "norm_label": "the community a doc belongs to: the plurality community of its source nodes."
    },
    {
      "label": "Parse an ISO date/datetime to an aware UTC datetime, or None if unparseable.",
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      "_origin": "ast",
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    },
    {
      "label": "Time-decay weight in (0, 1]: halves every ``half_life_days``.      Undated/unp",
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    },
    {
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    },
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      "_origin": "ast",
      "id": "graphify_reflect_rationale_371",
      "community": 42,
      "norm_label": "aggregate parsed memory docs into a deterministic lessons structure.      ``no"
    },
    {
      "label": "Render the aggregate into the deterministic LESSONS.md markdown body.",
      "file_type": "rationale",
      "source_file": "graphify/reflect.py",
      "source_location": "L490",
      "_origin": "ast",
      "id": "graphify_reflect_rationale_490",
      "community": 42,
      "norm_label": "render the aggregate into the deterministic lessons.md markdown body."
    },
    {
      "label": "True if ``out_path`` exists and is at least as new as every input that     feed",
      "file_type": "rationale",
      "source_file": "graphify/reflect.py",
      "source_location": "L531",
      "_origin": "ast",
      "id": "graphify_reflect_rationale_531",
      "community": 277,
      "norm_label": "true if ``out_path`` exists and is at least as new as every input that     feed"
    },
    {
      "label": "Scan ``memory_dir``, write the lessons doc to ``out_path``, return (path, agg).",
      "file_type": "rationale",
      "source_file": "graphify/reflect.py",
      "source_location": "L573",
      "_origin": "ast",
      "id": "graphify_reflect_rationale_573",
      "community": 57,
      "norm_label": "scan ``memory_dir``, write the lessons doc to ``out_path``, return (path, agg)."
    },
    {
      "label": "From graph.json build:      - ``id_set``: id -> id (every node id, so an id-fo",
      "file_type": "rationale",
      "source_file": "graphify/reflect.py",
      "source_location": "L624",
      "_origin": "ast",
      "id": "graphify_reflect_rationale_624",
      "community": 57,
      "norm_label": "from graph.json build:      - ``id_set``: id -> id (every node id, so an id-fo"
    },
    {
      "label": "Resolve a cited node (a label OR an id) to a single canonical node id.      Re",
      "file_type": "rationale",
      "source_file": "graphify/reflect.py",
      "source_location": "L654",
      "_origin": "ast",
      "id": "graphify_reflect_rationale_654",
      "community": 57,
      "norm_label": "resolve a cited node (a label or an id) to a single canonical node id.      re"
    },
    {
      "label": "Locate a node's ``source_file`` on disk, returning an existing file or None.",
      "file_type": "rationale",
      "source_file": "graphify/reflect.py",
      "source_location": "L669",
      "_origin": "ast",
      "id": "graphify_reflect_rationale_669",
      "community": 57,
      "norm_label": "locate a node's ``source_file`` on disk, returning an existing file or none."
    },
    {
      "label": "SHA256 of file CONTENT only (no path mixed in), so the fingerprint is     indep",
      "file_type": "rationale",
      "source_file": "graphify/reflect.py",
      "source_location": "L718",
      "_origin": "ast",
      "id": "graphify_reflect_rationale_718",
      "community": 57,
      "norm_label": "sha256 of file content only (no path mixed in), so the fingerprint is     indep"
    },
    {
      "label": "Content hash of the node's ``source_file``, or '' if unavailable.      Coarse",
      "file_type": "rationale",
      "source_file": "graphify/reflect.py",
      "source_location": "L729",
      "_origin": "ast",
      "id": "graphify_reflect_rationale_729",
      "community": 57,
      "norm_label": "content hash of the node's ``source_file``, or '' if unavailable.      coarse"
    },
    {
      "label": "Most-recent-first, capped provenance entries for a node.      ``prov_map`` is",
      "file_type": "rationale",
      "source_file": "graphify/reflect.py",
      "source_location": "L743",
      "_origin": "ast",
      "id": "graphify_reflect_rationale_743",
      "community": 57,
      "norm_label": "most-recent-first, capped provenance entries for a node.      ``prov_map`` is"
    },
    {
      "label": "Project the reflect aggregate into the sidecar's ``{version, generated_at,",
      "file_type": "rationale",
      "source_file": "graphify/reflect.py",
      "source_location": "L760",
      "_origin": "ast",
      "id": "graphify_reflect_rationale_760",
      "community": 57,
      "norm_label": "project the reflect aggregate into the sidecar's ``{version, generated_at,"
    },
    {
      "label": "Write ``.graphify_learning.json`` next to ``graph_path`` deterministically.",
      "file_type": "rationale",
      "source_file": "graphify/reflect.py",
      "source_location": "L826",
      "_origin": "ast",
      "id": "graphify_reflect_rationale_826",
      "community": 57,
      "norm_label": "write ``.graphify_learning.json`` next to ``graph_path`` deterministically."
    },
    {
      "label": "Load the sidecar next to ``graph_path`` and return ``{node_id -> entry}``     w",
      "file_type": "rationale",
      "source_file": "graphify/reflect.py",
      "source_location": "L841",
      "_origin": "ast",
      "id": "graphify_reflect_rationale_841",
      "community": 57,
      "norm_label": "load the sidecar next to ``graph_path`` and return ``{node_id -> entry}``     w"
    },
    {
      "label": "True if the node's source file changed (or vanished) since the fingerprint",
      "file_type": "rationale",
      "source_file": "graphify/reflect.py",
      "source_location": "L869",
      "_origin": "ast",
      "id": "graphify_reflect_rationale_869",
      "community": 57,
      "norm_label": "true if the node's source file changed (or vanished) since the fingerprint"
    },
    {
      "label": "report.py",
      "file_type": "code",
      "source_file": "graphify/report.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "graphify_report",
      "community": 23,
      "norm_label": "report.py"
    },
    {
      "label": "_safe_community_name()",
      "file_type": "code",
      "source_file": "graphify/report.py",
      "source_location": "L8",
      "_origin": "ast",
      "id": "graphify_report_safe_community_name",
      "community": 23,
      "norm_label": "_safe_community_name()"
    },
    {
      "label": "load_learning_for_report()",
      "file_type": "code",
      "source_file": "graphify/report.py",
      "source_location": "L15",
      "_origin": "ast",
      "id": "graphify_report_load_learning_for_report",
      "community": 22,
      "norm_label": "load_learning_for_report()"
    },
    {
      "label": "_learning_section()",
      "file_type": "code",
      "source_file": "graphify/report.py",
      "source_location": "L40",
      "_origin": "ast",
      "id": "graphify_report_learning_section",
      "community": 23,
      "norm_label": "_learning_section()"
    },
    {
      "label": "generate()",
      "file_type": "code",
      "source_file": "graphify/report.py",
      "source_location": "L71",
      "_origin": "ast",
      "id": "graphify_report_generate",
      "community": 23,
      "norm_label": "generate()"
    },
    {
      "label": "Mirrors export.safe_name so community hub filenames and report wikilinks always",
      "file_type": "rationale",
      "source_file": "graphify/report.py",
      "source_location": "L9",
      "_origin": "ast",
      "id": "graphify_report_rationale_9",
      "community": 23,
      "norm_label": "mirrors export.safe_name so community hub filenames and report wikilinks always"
    },
    {
      "label": "Assemble the report's work-memory inputs from sibling artifacts.      Reads th",
      "file_type": "rationale",
      "source_file": "graphify/report.py",
      "source_location": "L16",
      "_origin": "ast",
      "id": "graphify_report_rationale_16",
      "community": 22,
      "norm_label": "assemble the report's work-memory inputs from sibling artifacts.      reads th"
    },
    {
      "label": "Append the ``## Work-memory lessons`` section, or nothing when empty.",
      "file_type": "rationale",
      "source_file": "graphify/report.py",
      "source_location": "L41",
      "_origin": "ast",
      "id": "graphify_report_rationale_41",
      "community": 23,
      "norm_label": "append the ``## work-memory lessons`` section, or nothing when empty."
    },
    {
      "label": "resolver_registry.py",
      "file_type": "code",
      "source_file": "graphify/resolver_registry.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "graphify_resolver_registry",
      "community": 137,
      "norm_label": "resolver_registry.py"
    },
    {
      "label": "LanguageResolver",
      "file_type": "code",
      "source_file": "graphify/resolver_registry.py",
      "source_location": "L29",
      "_origin": "ast",
      "id": "graphify_resolver_registry_languageresolver",
      "community": 137,
      "norm_label": "languageresolver"
    },
    {
      "label": "register()",
      "file_type": "code",
      "source_file": "graphify/resolver_registry.py",
      "source_location": "L48",
      "_origin": "ast",
      "id": "graphify_resolver_registry_register",
      "community": 137,
      "norm_label": "register()"
    },
    {
      "label": "registered_resolvers()",
      "file_type": "code",
      "source_file": "graphify/resolver_registry.py",
      "source_location": "L54",
      "_origin": "ast",
      "id": "graphify_resolver_registry_registered_resolvers",
      "community": 137,
      "norm_label": "registered_resolvers()"
    },
    {
      "label": "run_language_resolvers()",
      "file_type": "code",
      "source_file": "graphify/resolver_registry.py",
      "source_location": "L59",
      "_origin": "ast",
      "id": "graphify_resolver_registry_run_language_resolvers",
      "community": 137,
      "norm_label": "run_language_resolvers()"
    },
    {
      "label": "Path",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "graphify_resolver_registry_py_path",
      "community": 137,
      "norm_label": "path"
    },
    {
      "label": "Registry for cross-file, language-specific resolution passes.  Some call/refer",
      "file_type": "rationale",
      "source_file": "graphify/resolver_registry.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "graphify_resolver_registry_rationale_1",
      "community": 137,
      "norm_label": "registry for cross-file, language-specific resolution passes.  some call/refer"
    },
    {
      "label": "One cross-file, language-specific resolution pass.      ``resolve`` has the si",
      "file_type": "rationale",
      "source_file": "graphify/resolver_registry.py",
      "source_location": "L30",
      "_origin": "ast",
      "id": "graphify_resolver_registry_rationale_30",
      "community": 137,
      "norm_label": "one cross-file, language-specific resolution pass.      ``resolve`` has the si"
    },
    {
      "label": "Append a resolver to the global registry and return it (for inline use).",
      "file_type": "rationale",
      "source_file": "graphify/resolver_registry.py",
      "source_location": "L49",
      "_origin": "ast",
      "id": "graphify_resolver_registry_rationale_49",
      "community": 137,
      "norm_label": "append a resolver to the global registry and return it (for inline use)."
    },
    {
      "label": "Return a copy of the registered resolvers, in registration order.",
      "file_type": "rationale",
      "source_file": "graphify/resolver_registry.py",
      "source_location": "L55",
      "_origin": "ast",
      "id": "graphify_resolver_registry_rationale_55",
      "community": 137,
      "norm_label": "return a copy of the registered resolvers, in registration order."
    },
    {
      "label": "Run every resolver whose suffix appears in ``paths``.      Behaviorally identi",
      "file_type": "rationale",
      "source_file": "graphify/resolver_registry.py",
      "source_location": "L67",
      "_origin": "ast",
      "id": "graphify_resolver_registry_rationale_67",
      "community": 137,
      "norm_label": "run every resolver whose suffix appears in ``paths``.      behaviorally identi"
    },
    {
      "label": "ruby_resolution.py",
      "file_type": "code",
      "source_file": "graphify/ruby_resolution.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "graphify_ruby_resolution",
      "community": 119,
      "norm_label": "ruby_resolution.py"
    },
    {
      "label": "_key()",
      "file_type": "code",
      "source_file": "graphify/ruby_resolution.py",
      "source_location": "L26",
      "_origin": "ast",
      "id": "graphify_ruby_resolution_key",
      "community": 119,
      "norm_label": "_key()"
    },
    {
      "label": "_ruby_raw_calls()",
      "file_type": "code",
      "source_file": "graphify/ruby_resolution.py",
      "source_location": "L38",
      "_origin": "ast",
      "id": "graphify_ruby_resolution_ruby_raw_calls",
      "community": 119,
      "norm_label": "_ruby_raw_calls()"
    },
    {
      "label": "resolve_ruby_member_calls()",
      "file_type": "code",
      "source_file": "graphify/ruby_resolution.py",
      "source_location": "L52",
      "_origin": "ast",
      "id": "graphify_ruby_resolution_resolve_ruby_member_calls",
      "community": 119,
      "norm_label": "resolve_ruby_member_calls()"
    },
    {
      "label": "Type-aware cross-file resolution for Ruby member calls.  Ruby has no type anno",
      "file_type": "rationale",
      "source_file": "graphify/ruby_resolution.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "graphify_ruby_resolution_rationale_1",
      "community": 119,
      "norm_label": "type-aware cross-file resolution for ruby member calls.  ruby has no type anno"
    },
    {
      "label": "Normalize a class/method label to a comparison key (drop punctuation).",
      "file_type": "rationale",
      "source_file": "graphify/ruby_resolution.py",
      "source_location": "L27",
      "_origin": "ast",
      "id": "graphify_ruby_resolution_rationale_27",
      "community": 119,
      "norm_label": "normalize a class/method label to a comparison key (drop punctuation)."
    },
    {
      "label": "Resolve Ruby ``Class.new`` and typed ``var.method`` calls by receiver type.",
      "file_type": "rationale",
      "source_file": "graphify/ruby_resolution.py",
      "source_location": "L57",
      "_origin": "ast",
      "id": "graphify_ruby_resolution_rationale_57",
      "community": 119,
      "norm_label": "resolve ruby ``class.new`` and typed ``var.method`` calls by receiver type."
    },
    {
      "label": "scip_ingest.py",
      "file_type": "code",
      "source_file": "graphify/scip_ingest.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "graphify_scip_ingest",
      "community": 95,
      "norm_label": "scip_ingest.py"
    },
    {
      "label": "ingest_scip_json()",
      "file_type": "code",
      "source_file": "graphify/scip_ingest.py",
      "source_location": "L42",
      "_origin": "ast",
      "id": "graphify_scip_ingest_ingest_scip_json",
      "community": 65,
      "norm_label": "ingest_scip_json()"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "graphify_scip_ingest_py_any",
      "community": 95,
      "norm_label": "any"
    },
    {
      "label": "_emit_symbol_node()",
      "file_type": "code",
      "source_file": "graphify/scip_ingest.py",
      "source_location": "L132",
      "_origin": "ast",
      "id": "graphify_scip_ingest_emit_symbol_node",
      "community": 95,
      "norm_label": "_emit_symbol_node()"
    },
    {
      "label": "_emit_relationships()",
      "file_type": "code",
      "source_file": "graphify/scip_ingest.py",
      "source_location": "L169",
      "_origin": "ast",
      "id": "graphify_scip_ingest_emit_relationships",
      "community": 95,
      "norm_label": "_emit_relationships()"
    },
    {
      "label": "_resolve_relationship_target()",
      "file_type": "code",
      "source_file": "graphify/scip_ingest.py",
      "source_location": "L251",
      "_origin": "ast",
      "id": "graphify_scip_ingest_resolve_relationship_target",
      "community": 95,
      "norm_label": "_resolve_relationship_target()"
    },
    {
      "label": "_is_true()",
      "file_type": "code",
      "source_file": "graphify/scip_ingest.py",
      "source_location": "L276",
      "_origin": "ast",
      "id": "graphify_scip_ingest_is_true",
      "community": 95,
      "norm_label": "_is_true()"
    },
    {
      "label": "_scip_relation_for()",
      "file_type": "code",
      "source_file": "graphify/scip_ingest.py",
      "source_location": "L285",
      "_origin": "ast",
      "id": "graphify_scip_ingest_scip_relation_for",
      "community": 95,
      "norm_label": "_scip_relation_for()"
    },
    {
      "label": "_first_occurrence_line()",
      "file_type": "code",
      "source_file": "graphify/scip_ingest.py",
      "source_location": "L300",
      "_origin": "ast",
      "id": "graphify_scip_ingest_first_occurrence_line",
      "community": 95,
      "norm_label": "_first_occurrence_line()"
    },
    {
      "label": "_coerce_str()",
      "file_type": "code",
      "source_file": "graphify/scip_ingest.py",
      "source_location": "L321",
      "_origin": "ast",
      "id": "graphify_scip_ingest_coerce_str",
      "community": 95,
      "norm_label": "_coerce_str()"
    },
    {
      "label": "_make_scip_node_id()",
      "file_type": "code",
      "source_file": "graphify/scip_ingest.py",
      "source_location": "L330",
      "_origin": "ast",
      "id": "graphify_scip_ingest_make_scip_node_id",
      "community": 171,
      "norm_label": "_make_scip_node_id()"
    },
    {
      "label": "_scip_kind_to_file_type()",
      "file_type": "code",
      "source_file": "graphify/scip_ingest.py",
      "source_location": "L347",
      "_origin": "ast",
      "id": "graphify_scip_ingest_scip_kind_to_file_type",
      "community": 95,
      "norm_label": "_scip_kind_to_file_type()"
    },
    {
      "label": "_build_scip_metadata()",
      "file_type": "code",
      "source_file": "graphify/scip_ingest.py",
      "source_location": "L355",
      "_origin": "ast",
      "id": "graphify_scip_ingest_build_scip_metadata",
      "community": 95,
      "norm_label": "_build_scip_metadata()"
    },
    {
      "label": "scip_ingest.py \u2014 SCIP JSON ingestion (simplified subset).  Reads a simplified",
      "file_type": "rationale",
      "source_file": "graphify/scip_ingest.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "graphify_scip_ingest_rationale_1",
      "community": 95,
      "norm_label": "scip_ingest.py \u2014 scip json ingestion (simplified subset).  reads a simplified"
    },
    {
      "label": "Convert a SCIP-style JSON document into Graphify nodes and edges.      Paramet",
      "file_type": "rationale",
      "source_file": "graphify/scip_ingest.py",
      "source_location": "L47",
      "_origin": "ast",
      "id": "graphify_scip_ingest_rationale_47",
      "community": 65,
      "norm_label": "convert a scip-style json document into graphify nodes and edges.      paramet"
    },
    {
      "label": "Append the canonical node for a SCIP symbol record.",
      "file_type": "rationale",
      "source_file": "graphify/scip_ingest.py",
      "source_location": "L137",
      "_origin": "ast",
      "id": "graphify_scip_ingest_rationale_137",
      "community": 95,
      "norm_label": "append the canonical node for a scip symbol record."
    },
    {
      "label": "Append edges (and stub nodes when needed) for a symbol's relationships.      R",
      "file_type": "rationale",
      "source_file": "graphify/scip_ingest.py",
      "source_location": "L178",
      "_origin": "ast",
      "id": "graphify_scip_ingest_rationale_178",
      "community": 95,
      "norm_label": "append edges (and stub nodes when needed) for a symbol's relationships.      r"
    },
    {
      "label": "Resolve a SCIP relationship target to an emitted node id, or None.      Resolu",
      "file_type": "rationale",
      "source_file": "graphify/scip_ingest.py",
      "source_location": "L257",
      "_origin": "ast",
      "id": "graphify_scip_ingest_rationale_257",
      "community": 95,
      "norm_label": "resolve a scip relationship target to an emitted node id, or none.      resolu"
    },
    {
      "label": "Return True only when value is exactly the boolean True.      Used for SCIP re",
      "file_type": "rationale",
      "source_file": "graphify/scip_ingest.py",
      "source_location": "L277",
      "_origin": "ast",
      "id": "graphify_scip_ingest_rationale_277",
      "community": 95,
      "norm_label": "return true only when value is exactly the boolean true.      used for scip re"
    },
    {
      "label": "Pick the Graphify relation tag for a SCIP relationship dict.      Flags are ac",
      "file_type": "rationale",
      "source_file": "graphify/scip_ingest.py",
      "source_location": "L286",
      "_origin": "ast",
      "id": "graphify_scip_ingest_rationale_286",
      "community": 95,
      "norm_label": "pick the graphify relation tag for a scip relationship dict.      flags are ac"
    },
    {
      "label": "Read the 1-based line number from the first occurrence range, defensively.",
      "file_type": "rationale",
      "source_file": "graphify/scip_ingest.py",
      "source_location": "L301",
      "_origin": "ast",
      "id": "graphify_scip_ingest_rationale_301",
      "community": 95,
      "norm_label": "read the 1-based line number from the first occurrence range, defensively."
    },
    {
      "label": "Return ``value`` if it is a string, else the ``default`` (also a string).",
      "file_type": "rationale",
      "source_file": "graphify/scip_ingest.py",
      "source_location": "L322",
      "_origin": "ast",
      "id": "graphify_scip_ingest_rationale_322",
      "community": 95,
      "norm_label": "return ``value`` if it is a string, else the ``default`` (also a string)."
    },
    {
      "label": "Derive a stable Graphify node ID from a SCIP symbol identifier.      Uses SHA-",
      "file_type": "rationale",
      "source_file": "graphify/scip_ingest.py",
      "source_location": "L331",
      "_origin": "ast",
      "id": "graphify_scip_ingest_rationale_331",
      "community": 171,
      "norm_label": "derive a stable graphify node id from a scip symbol identifier.      uses sha-"
    },
    {
      "label": "Map SCIP symbol kind to a Graphify file_type.",
      "file_type": "rationale",
      "source_file": "graphify/scip_ingest.py",
      "source_location": "L348",
      "_origin": "ast",
      "id": "graphify_scip_ingest_rationale_348",
      "community": 95,
      "norm_label": "map scip symbol kind to a graphify file_type."
    },
    {
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      "norm_label": "build metadata for a scip node."
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      "norm_label": "security.py"
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      "label": "_max_graph_file_bytes()",
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      "_origin": "ast",
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      "norm_label": "_ip_is_blocked()"
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      "label": "IPv4Address",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
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      "norm_label": "ipv4address"
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      "label": "IPv6Address",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
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      "community": 138,
      "norm_label": "ipv6address"
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      "label": "validate_url()",
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      "norm_label": "validate_url()"
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      "file_type": "code",
      "source_file": "graphify/security.py",
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      "_origin": "ast",
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      "community": 138,
      "norm_label": "_resolve_and_validate()"
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      "label": "_SSRFGuardedHTTPConnection",
      "file_type": "code",
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      "_origin": "ast",
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      "norm_label": "_ssrfguardedhttpconnection"
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      "file_type": "code",
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      "label": "OpenerDirector",
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      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "openerdirector",
      "community": 138,
      "norm_label": "openerdirector"
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      "_origin": "ast",
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      "_origin": "ast",
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      "community": 214,
      "norm_label": "safe_fetch_text()"
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      "label": "validate_graph_path()",
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      "_origin": "ast",
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      "norm_label": "validate_graph_path()"
    },
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      "file_type": "code",
      "source_file": "",
      "source_location": "",
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      "id": "graphify_security_py_path",
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      "norm_label": "path"
    },
    {
      "label": "check_graph_file_size_cap()",
      "file_type": "code",
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      "file_type": "code",
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      "source_location": "",
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      "norm_label": "any"
    },
    {
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      "_origin": "ast",
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    },
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    },
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    {
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    },
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      "source_location": "L1",
      "_origin": "ast",
      "id": "graphify_semantic_cleanup",
      "community": 256,
      "norm_label": "semantic_cleanup.py"
    },
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      "label": "validate_semantic_fragment()",
      "file_type": "code",
      "source_file": "graphify/semantic_cleanup.py",
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      "id": "graphify_semantic_cleanup_validate_semantic_fragment",
      "community": 115,
      "norm_label": "validate_semantic_fragment()"
    },
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      "label": "load_validated_semantic_fragment()",
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      "source_file": "graphify/semantic_cleanup.py",
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      "_origin": "ast",
      "id": "graphify_semantic_cleanup_load_validated_semantic_fragment",
      "community": 263,
      "norm_label": "load_validated_semantic_fragment()"
    },
    {
      "label": "Path",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "graphify_semantic_cleanup_py_path",
      "community": 263,
      "norm_label": "path"
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    {
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      "file_type": "code",
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      "norm_label": "_validate_semantic_id()"
    },
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      "_origin": "ast",
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      "source_location": "L45",
      "_origin": "ast",
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    },
    {
      "label": "Load and validate a semantic chunk, rejecting oversize files before parsing.",
      "file_type": "rationale",
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      "source_location": "L134",
      "_origin": "ast",
      "id": "graphify_semantic_cleanup_rationale_134",
      "community": 263,
      "norm_label": "load and validate a semantic chunk, rejecting oversize files before parsing."
    },
    {
      "label": "Clean up a semantic extraction fragment in-place.      Operations:     1. Rem",
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      "_origin": "ast",
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      "community": 139,
      "norm_label": "clean up a semantic extraction fragment in-place.      operations:     1. rem"
    },
    {
      "label": "Return True if *label* looks like prose / rationale text rather than an     ent",
      "file_type": "rationale",
      "source_file": "graphify/semantic_cleanup.py",
      "source_location": "L304",
      "_origin": "ast",
      "id": "graphify_semantic_cleanup_rationale_304",
      "community": 256,
      "norm_label": "return true if *label* looks like prose / rationale text rather than an     ent"
    },
    {
      "label": "Append one or more rationale strings to *node*'s ``rationale`` attribute.",
      "file_type": "rationale",
      "source_file": "graphify/semantic_cleanup.py",
      "source_location": "L325",
      "_origin": "ast",
      "id": "graphify_semantic_cleanup_rationale_325",
      "community": 256,
      "norm_label": "append one or more rationale strings to *node*'s ``rationale`` attribute."
    },
    {
      "label": "serve.py",
      "file_type": "code",
      "source_file": "graphify/serve.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "graphify_serve",
      "community": 111,
      "norm_label": "serve.py"
    },
    {
      "label": "_load_graph()",
      "file_type": "code",
      "source_file": "graphify/serve.py",
      "source_location": "L22",
      "_origin": "ast",
      "id": "graphify_serve_load_graph",
      "community": 184,
      "norm_label": "_load_graph()"
    },
    {
      "label": "_communities_from_graph()",
      "file_type": "code",
      "source_file": "graphify/serve.py",
      "source_location": "L66",
      "_origin": "ast",
      "id": "graphify_serve_communities_from_graph",
      "community": 50,
      "norm_label": "_communities_from_graph()"
    },
    {
      "label": "_strip_diacritics()",
      "file_type": "code",
      "source_file": "graphify/serve.py",
      "source_location": "L76",
      "_origin": "ast",
      "id": "graphify_serve_strip_diacritics",
      "community": 111,
      "norm_label": "_strip_diacritics()"
    },
    {
      "label": "_search_tokens()",
      "file_type": "code",
      "source_file": "graphify/serve.py",
      "source_location": "L84",
      "_origin": "ast",
      "id": "graphify_serve_search_tokens",
      "community": 140,
      "norm_label": "_search_tokens()"
    },
    {
      "label": "_has_chinese()",
      "file_type": "code",
      "source_file": "graphify/serve.py",
      "source_location": "L89",
      "_origin": "ast",
      "id": "graphify_serve_has_chinese",
      "community": 162,
      "norm_label": "_has_chinese()"
    },
    {
      "label": "_segment_chinese()",
      "file_type": "code",
      "source_file": "graphify/serve.py",
      "source_location": "L93",
      "_origin": "ast",
      "id": "graphify_serve_segment_chinese",
      "community": 162,
      "norm_label": "_segment_chinese()"
    },
    {
      "label": "_is_searchable()",
      "file_type": "code",
      "source_file": "graphify/serve.py",
      "source_location": "L104",
      "_origin": "ast",
      "id": "graphify_serve_is_searchable",
      "community": 162,
      "norm_label": "_is_searchable()"
    },
    {
      "label": "_query_terms()",
      "file_type": "code",
      "source_file": "graphify/serve.py",
      "source_location": "L165",
      "_origin": "ast",
      "id": "graphify_serve_query_terms",
      "community": 162,
      "norm_label": "_query_terms()"
    },
    {
      "label": "_compute_idf()",
      "file_type": "code",
      "source_file": "graphify/serve.py",
      "source_location": "L193",
      "_origin": "ast",
      "id": "graphify_serve_compute_idf",
      "community": 111,
      "norm_label": "_compute_idf()"
    },
    {
      "label": "_trigrams()",
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      "label": "_git_head()",
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      "label": "_is_relative_to()",
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      "label": "_changed_path_candidates()",
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      "label": "_relativize_source_files()",
      "file_type": "code",
      "source_file": "graphify/watch.py",
      "source_location": "L307",
      "_origin": "ast",
      "id": "graphify_watch_relativize_source_files",
      "community": 22,
      "norm_label": "_relativize_source_files()"
    },
    {
      "label": "_rebase_relative_source_files()",
      "file_type": "code",
      "source_file": "graphify/watch.py",
      "source_location": "L325",
      "_origin": "ast",
      "id": "graphify_watch_rebase_relative_source_files",
      "community": 22,
      "norm_label": "_rebase_relative_source_files()"
    },
    {
      "label": "_StoredSourcePaths",
      "file_type": "code",
      "source_file": "graphify/watch.py",
      "source_location": "L340",
      "_origin": "ast",
      "id": "graphify_watch_storedsourcepaths",
      "community": 22,
      "norm_label": "_storedsourcepaths"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "graphify/watch.py",
      "source_location": "L343",
      "_origin": "ast",
      "id": "graphify_watch_storedsourcepaths_init",
      "community": 22,
      "norm_label": ".__init__()"
    },
    {
      "label": ".normalize()",
      "file_type": "code",
      "source_file": "graphify/watch.py",
      "source_location": "L391",
      "_origin": "ast",
      "id": "graphify_watch_storedsourcepaths_normalize",
      "community": 22,
      "norm_label": ".normalize()"
    },
    {
      "label": ".absolute_identity()",
      "file_type": "code",
      "source_file": "graphify/watch.py",
      "source_location": "L395",
      "_origin": "ast",
      "id": "graphify_watch_storedsourcepaths_absolute_identity",
      "community": 22,
      "norm_label": ".absolute_identity()"
    },
    {
      "label": ".identity()",
      "file_type": "code",
      "source_file": "graphify/watch.py",
      "source_location": "L404",
      "_origin": "ast",
      "id": "graphify_watch_storedsourcepaths_identity",
      "community": 22,
      "norm_label": ".identity()"
    },
    {
      "label": ".in_watch_root()",
      "file_type": "code",
      "source_file": "graphify/watch.py",
      "source_location": "L410",
      "_origin": "ast",
      "id": "graphify_watch_storedsourcepaths_in_watch_root",
      "community": 22,
      "norm_label": ".in_watch_root()"
    },
    {
      "label": ".is_evicted()",
      "file_type": "code",
      "source_file": "graphify/watch.py",
      "source_location": "L414",
      "_origin": "ast",
      "id": "graphify_watch_storedsourcepaths_is_evicted",
      "community": 22,
      "norm_label": ".is_evicted()"
    },
    {
      "label": ".rebase_preserved()",
      "file_type": "code",
      "source_file": "graphify/watch.py",
      "source_location": "L417",
      "_origin": "ast",
      "id": "graphify_watch_storedsourcepaths_rebase_preserved",
      "community": 22,
      "norm_label": ".rebase_preserved()"
    },
    {
      "label": "_is_remote_source()",
      "file_type": "code",
      "source_file": "graphify/watch.py",
      "source_location": "L444",
      "_origin": "ast",
      "id": "graphify_watch_is_remote_source",
      "community": 22,
      "norm_label": "_is_remote_source()"
    },
    {
      "label": "_reconcile_existing_graph()",
      "file_type": "code",
      "source_file": "graphify/watch.py",
      "source_location": "L448",
      "_origin": "ast",
      "id": "graphify_watch_reconcile_existing_graph",
      "community": 22,
      "norm_label": "_reconcile_existing_graph()"
    },
    {
      "label": "_node_community_map()",
      "file_type": "code",
      "source_file": "graphify/watch.py",
      "source_location": "L634",
      "_origin": "ast",
      "id": "graphify_watch_node_community_map",
      "community": 22,
      "norm_label": "_node_community_map()"
    },
    {
      "label": "_canonical_graph_for_compare()",
      "file_type": "code",
      "source_file": "graphify/watch.py",
      "source_location": "L653",
      "_origin": "ast",
      "id": "graphify_watch_canonical_graph_for_compare",
      "community": 22,
      "norm_label": "_canonical_graph_for_compare()"
    },
    {
      "label": "_canonical_topology_for_compare()",
      "file_type": "code",
      "source_file": "graphify/watch.py",
      "source_location": "L665",
      "_origin": "ast",
      "id": "graphify_watch_canonical_topology_for_compare",
      "community": 22,
      "norm_label": "_canonical_topology_for_compare()"
    },
    {
      "label": "_topology_from_graph()",
      "file_type": "code",
      "source_file": "graphify/watch.py",
      "source_location": "L722",
      "_origin": "ast",
      "id": "graphify_watch_topology_from_graph",
      "community": 22,
      "norm_label": "_topology_from_graph()"
    },
    {
      "label": "_check_shrink()",
      "file_type": "code",
      "source_file": "graphify/watch.py",
      "source_location": "L732",
      "_origin": "ast",
      "id": "graphify_watch_check_shrink",
      "community": 121,
      "norm_label": "_check_shrink()"
    },
    {
      "label": "_report_for_compare()",
      "file_type": "code",
      "source_file": "graphify/watch.py",
      "source_location": "L800",
      "_origin": "ast",
      "id": "graphify_watch_report_for_compare",
      "community": 22,
      "norm_label": "_report_for_compare()"
    },
    {
      "label": "_json_text()",
      "file_type": "code",
      "source_file": "graphify/watch.py",
      "source_location": "L804",
      "_origin": "ast",
      "id": "graphify_watch_json_text",
      "community": 22,
      "norm_label": "_json_text()"
    },
    {
      "label": "_stabilize_rebuild_cwd()",
      "file_type": "code",
      "source_file": "graphify/watch.py",
      "source_location": "L808",
      "_origin": "ast",
      "id": "graphify_watch_stabilize_rebuild_cwd",
      "community": 22,
      "norm_label": "_stabilize_rebuild_cwd()"
    },
    {
      "label": "_rebuild_code()",
      "file_type": "code",
      "source_file": "graphify/watch.py",
      "source_location": "L839",
      "_origin": "ast",
      "id": "graphify_watch_rebuild_code",
      "community": 22,
      "norm_label": "_rebuild_code()"
    },
    {
      "label": "check_update()",
      "file_type": "code",
      "source_file": "graphify/watch.py",
      "source_location": "L1366",
      "_origin": "ast",
      "id": "graphify_watch_check_update",
      "community": 265,
      "norm_label": "check_update()"
    },
    {
      "label": "_notify_only()",
      "file_type": "code",
      "source_file": "graphify/watch.py",
      "source_location": "L1381",
      "_origin": "ast",
      "id": "graphify_watch_notify_only",
      "community": 10,
      "norm_label": "_notify_only()"
    },
    {
      "label": "_has_non_code()",
      "file_type": "code",
      "source_file": "graphify/watch.py",
      "source_location": "L1392",
      "_origin": "ast",
      "id": "graphify_watch_has_non_code",
      "community": 22,
      "norm_label": "_has_non_code()"
    },
    {
      "label": "watch()",
      "file_type": "code",
      "source_file": "graphify/watch.py",
      "source_location": "L1396",
      "_origin": "ast",
      "id": "graphify_watch_watch",
      "community": 22,
      "norm_label": "watch()"
    },
    {
      "label": "Append ``changed_paths`` to ``out_dir/.pending_changes`` (one per line).",
      "file_type": "rationale",
      "source_file": "graphify/watch.py",
      "source_location": "L19",
      "_origin": "ast",
      "id": "graphify_watch_rationale_19",
      "community": 22,
      "norm_label": "append ``changed_paths`` to ``out_dir/.pending_changes`` (one per line)."
    },
    {
      "label": "Read + unlink ``out_dir/.pending_changes`` and return deduplicated paths.",
      "file_type": "rationale",
      "source_file": "graphify/watch.py",
      "source_location": "L41",
      "_origin": "ast",
      "id": "graphify_watch_rationale_41",
      "community": 22,
      "norm_label": "read + unlink ``out_dir/.pending_changes`` and return deduplicated paths."
    },
    {
      "label": "Persist corpus-shaping options under ``out_dir``.      Best effort and non clo",
      "file_type": "rationale",
      "source_file": "graphify/watch.py",
      "source_location": "L85",
      "_origin": "ast",
      "id": "graphify_watch_rationale_85",
      "community": 22,
      "norm_label": "persist corpus-shaping options under ``out_dir``.      best effort and non clo"
    },
    {
      "label": "Return the persisted ``--exclude`` patterns for this graph, or [].",
      "file_type": "rationale",
      "source_file": "graphify/watch.py",
      "source_location": "L110",
      "_origin": "ast",
      "id": "graphify_watch_rationale_110",
      "community": 22,
      "norm_label": "return the persisted ``--exclude`` patterns for this graph, or []."
    },
    {
      "label": "Return whether rebuilds should honor VCS ignore files (default True).",
      "file_type": "rationale",
      "source_file": "graphify/watch.py",
      "source_location": "L124",
      "_origin": "ast",
      "id": "graphify_watch_rationale_124",
      "community": 22,
      "norm_label": "return whether rebuilds should honor vcs ignore files (default true)."
    },
    {
      "label": "Concatenate path lists, preserving order and dropping duplicates.      Used to",
      "file_type": "rationale",
      "source_file": "graphify/watch.py",
      "source_location": "L137",
      "_origin": "ast",
      "id": "graphify_watch_rationale_137",
      "community": 22,
      "norm_label": "concatenate path lists, preserving order and dropping duplicates.      used to"
    },
    {
      "label": "Per-repo advisory lock around a rebuild.      Yields True if acquired, False i",
      "file_type": "rationale",
      "source_file": "graphify/watch.py",
      "source_location": "L159",
      "_origin": "ast",
      "id": "graphify_watch_rationale_159",
      "community": 10,
      "norm_label": "per-repo advisory lock around a rebuild.      yields true if acquired, false i"
    },
    {
      "label": "Best-effort nice + memory cap. Called from inline hook scripts.      GRAPHIFY_",
      "file_type": "rationale",
      "source_file": "graphify/watch.py",
      "source_location": "L218",
      "_origin": "ast",
      "id": "graphify_watch_rationale_218",
      "community": 22,
      "norm_label": "best-effort nice + memory cap. called from inline hook scripts.      graphify_"
    },
    {
      "label": "Return current git HEAD commit hash, or None outside a repo.",
      "file_type": "rationale",
      "source_file": "graphify/watch.py",
      "source_location": "L246",
      "_origin": "ast",
      "id": "graphify_watch_rationale_246",
      "community": 22,
      "norm_label": "return current git head commit hash, or none outside a repo."
    },
    {
      "label": "Return plausible absolute locations for a hook-provided changed path.      Git",
      "file_type": "rationale",
      "source_file": "graphify/watch.py",
      "source_location": "L283",
      "_origin": "ast",
      "id": "graphify_watch_rationale_283",
      "community": 22,
      "norm_label": "return plausible absolute locations for a hook-provided changed path.      git"
    },
    {
      "label": "Rebase cache-root-relative source paths onto the project root.",
      "file_type": "rationale",
      "source_file": "graphify/watch.py",
      "source_location": "L326",
      "_origin": "ast",
      "id": "graphify_watch_rationale_326",
      "community": 22,
      "norm_label": "rebase cache-root-relative source paths onto the project root."
    },
    {
      "label": "Resolve source_file values across current and legacy graph roots.",
      "file_type": "rationale",
      "source_file": "graphify/watch.py",
      "source_location": "L341",
      "_origin": "ast",
      "id": "graphify_watch_rationale_341",
      "community": 22,
      "norm_label": "resolve source_file values across current and legacy graph roots."
    },
    {
      "label": "Merge fresh extraction with preserved graph entries and evict stale sources.",
      "file_type": "rationale",
      "source_file": "graphify/watch.py",
      "source_location": "L461",
      "_origin": "ast",
      "id": "graphify_watch_rationale_461",
      "community": 22,
      "norm_label": "merge fresh extraction with preserved graph entries and evict stale sources."
    },
    {
      "label": "Return True (ok to proceed) or False (shrink refused).      When False, cleans",
      "file_type": "rationale",
      "source_file": "graphify/watch.py",
      "source_location": "L741",
      "_origin": "ast",
      "id": "graphify_watch_rationale_741",
      "community": 121,
      "norm_label": "return true (ok to proceed) or false (shrink refused).      when false, cleans"
    },
    {
      "label": "Ensure relative rebuild paths have a usable CWD before queue/lock setup.",
      "file_type": "rationale",
      "source_file": "graphify/watch.py",
      "source_location": "L809",
      "_origin": "ast",
      "id": "graphify_watch_rationale_809",
      "community": 22,
      "norm_label": "ensure relative rebuild paths have a usable cwd before queue/lock setup."
    },
    {
      "label": "Re-run AST extraction + build + optional cluster + report for code files. No LLM",
      "file_type": "rationale",
      "source_file": "graphify/watch.py",
      "source_location": "L849",
      "_origin": "ast",
      "id": "graphify_watch_rationale_849",
      "community": 22,
      "norm_label": "re-run ast extraction + build + optional cluster + report for code files. no llm"
    },
    {
      "label": "Check for pending semantic update flag and notify the user if set.      Cron-s",
      "file_type": "rationale",
      "source_file": "graphify/watch.py",
      "source_location": "L1367",
      "_origin": "ast",
      "id": "graphify_watch_rationale_1367",
      "community": 265,
      "norm_label": "check for pending semantic update flag and notify the user if set.      cron-s"
    },
    {
      "label": "Write a flag file and print a notification (fallback for non-code-only corpora).",
      "file_type": "rationale",
      "source_file": "graphify/watch.py",
      "source_location": "L1382",
      "_origin": "ast",
      "id": "graphify_watch_rationale_1382",
      "community": 10,
      "norm_label": "write a flag file and print a notification (fallback for non-code-only corpora)."
    },
    {
      "label": "Watch watch_path for new or modified files and auto-update the graph.      For",
      "file_type": "rationale",
      "source_file": "graphify/watch.py",
      "source_location": "L1397",
      "_origin": "ast",
      "id": "graphify_watch_rationale_1397",
      "community": 22,
      "norm_label": "watch watch_path for new or modified files and auto-update the graph.      for"
    },
    {
      "label": "wiki.py",
      "file_type": "code",
      "source_file": "graphify/wiki.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "graphify_wiki",
      "community": 26,
      "norm_label": "wiki.py"
    },
    {
      "label": "_safe_filename()",
      "file_type": "code",
      "source_file": "graphify/wiki.py",
      "source_location": "L12",
      "_origin": "ast",
      "id": "graphify_wiki_safe_filename",
      "community": 26,
      "norm_label": "_safe_filename()"
    },
    {
      "label": "_md_link()",
      "file_type": "code",
      "source_file": "graphify/wiki.py",
      "source_location": "L27",
      "_origin": "ast",
      "id": "graphify_wiki_md_link",
      "community": 26,
      "norm_label": "_md_link()"
    },
    {
      "label": "_cross_community_links()",
      "file_type": "code",
      "source_file": "graphify/wiki.py",
      "source_location": "L51",
      "_origin": "ast",
      "id": "graphify_wiki_cross_community_links",
      "community": 26,
      "norm_label": "_cross_community_links()"
    },
    {
      "label": "_community_article()",
      "file_type": "code",
      "source_file": "graphify/wiki.py",
      "source_location": "L62",
      "_origin": "ast",
      "id": "graphify_wiki_community_article",
      "community": 26,
      "norm_label": "_community_article()"
    },
    {
      "label": "_god_node_article()",
      "file_type": "code",
      "source_file": "graphify/wiki.py",
      "source_location": "L132",
      "_origin": "ast",
      "id": "graphify_wiki_god_node_article",
      "community": 26,
      "norm_label": "_god_node_article()"
    },
    {
      "label": "_index_md()",
      "file_type": "code",
      "source_file": "graphify/wiki.py",
      "source_location": "L169",
      "_origin": "ast",
      "id": "graphify_wiki_index_md",
      "community": 26,
      "norm_label": "_index_md()"
    },
    {
      "label": "to_wiki()",
      "file_type": "code",
      "source_file": "graphify/wiki.py",
      "source_location": "L211",
      "_origin": "ast",
      "id": "graphify_wiki_to_wiki",
      "community": 26,
      "norm_label": "to_wiki()"
    },
    {
      "label": "Path",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "graphify_wiki_py_path",
      "community": 26,
      "norm_label": "path"
    },
    {
      "label": "Make a label safe for use as a filename across platforms.      Substitutes cha",
      "file_type": "rationale",
      "source_file": "graphify/wiki.py",
      "source_location": "L13",
      "_origin": "ast",
      "id": "graphify_wiki_rationale_13",
      "community": 26,
      "norm_label": "make a label safe for use as a filename across platforms.      substitutes cha"
    },
    {
      "label": "Render a link to another wiki article as a portable relative markdown link.",
      "file_type": "rationale",
      "source_file": "graphify/wiki.py",
      "source_location": "L28",
      "_origin": "ast",
      "id": "graphify_wiki_rationale_28",
      "community": 26,
      "norm_label": "render a link to another wiki article as a portable relative markdown link."
    },
    {
      "label": "Return (community_label, edge_count) pairs for cross-community connections, sort",
      "file_type": "rationale",
      "source_file": "graphify/wiki.py",
      "source_location": "L52",
      "_origin": "ast",
      "id": "graphify_wiki_rationale_52",
      "community": 26,
      "norm_label": "return (community_label, edge_count) pairs for cross-community connections, sort"
    },
    {
      "label": "Generate a Wikipedia-style wiki from the graph.      Writes:       - index.md",
      "file_type": "rationale",
      "source_file": "graphify/wiki.py",
      "source_location": "L219",
      "_origin": "ast",
      "id": "graphify_wiki_rationale_219",
      "community": 26,
      "norm_label": "generate a wikipedia-style wiki from the graph.      writes:       - index.md"
    },
    {
      "label": "graphifyy",
      "file_type": "code",
      "type": "package",
      "ecosystem": "python",
      "source_file": "pyproject.toml",
      "source_location": "L1",
      "version": "0.9.26",
      "_origin": "ast",
      "id": "pkg_graphifyy",
      "community": 542,
      "norm_label": "graphifyy"
    },
    {
      "label": "gen_demo_path.py",
      "file_type": "code",
      "source_file": "scripts/gen_demo_path.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "scripts_gen_demo_path",
      "community": 266,
      "norm_label": "gen_demo_path.py"
    },
    {
      "label": "kt()",
      "file_type": "code",
      "source_file": "scripts/gen_demo_path.py",
      "source_location": "L49",
      "_origin": "ast",
      "id": "scripts_gen_demo_path_kt",
      "community": 266,
      "norm_label": "kt()"
    },
    {
      "label": "op0()",
      "file_type": "code",
      "source_file": "scripts/gen_demo_path.py",
      "source_location": "L55",
      "_origin": "ast",
      "id": "scripts_gen_demo_path_op0",
      "community": 266,
      "norm_label": "op0()"
    },
    {
      "label": "reveal()",
      "file_type": "code",
      "source_file": "scripts/gen_demo_path.py",
      "source_location": "L59",
      "_origin": "ast",
      "id": "scripts_gen_demo_path_reveal",
      "community": 266,
      "norm_label": "reveal()"
    },
    {
      "label": "e()",
      "file_type": "code",
      "source_file": "scripts/gen_demo_path.py",
      "source_location": "L69",
      "_origin": "ast",
      "id": "scripts_gen_demo_path_e",
      "community": 35,
      "norm_label": "e()"
    },
    {
      "label": "line_len()",
      "file_type": "code",
      "source_file": "scripts/gen_demo_path.py",
      "source_location": "L187",
      "_origin": "ast",
      "id": "scripts_gen_demo_path_line_len",
      "community": 266,
      "norm_label": "line_len()"
    },
    {
      "label": "pairs of (keyTime, value) -> (values_str, keyTimes_str).",
      "file_type": "rationale",
      "source_file": "scripts/gen_demo_path.py",
      "source_location": "L50",
      "_origin": "ast",
      "id": "scripts_gen_demo_path_rationale_50",
      "community": 266,
      "norm_label": "pairs of (keytime, value) -> (values_str, keytimes_str)."
    },
    {
      "label": "initial opacity for a revealable element (1 when baking a static frame).",
      "file_type": "rationale",
      "source_file": "scripts/gen_demo_path.py",
      "source_location": "L56",
      "_origin": "ast",
      "id": "scripts_gen_demo_path_rationale_56",
      "community": 266,
      "norm_label": "initial opacity for a revealable element (1 when baking a static frame)."
    },
    {
      "label": "opacity reveal at time t (s), hold, fade out before loop.",
      "file_type": "rationale",
      "source_file": "scripts/gen_demo_path.py",
      "source_location": "L60",
      "_origin": "ast",
      "id": "scripts_gen_demo_path_rationale_60",
      "community": 266,
      "norm_label": "opacity reveal at time t (s), hold, fade out before loop."
    },
    {
      "label": "tests/__init__.py",
      "file_type": "code",
      "source_file": "tests/__init__.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_init",
      "community": 565,
      "norm_label": "tests/__init__.py"
    },
    {
      "label": "bench_extract.py",
      "file_type": "code",
      "source_file": "tests/bench_extract.py",
      "source_location": "L1",
      "_origin": "ast",
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      "label": "test_resolve_seed_source_file_path_prefers_file_level_node()",
      "file_type": "code",
      "source_file": "tests/test_affected_cli.py",
      "source_location": "L179",
      "_origin": "ast",
      "id": "tests_test_affected_cli_test_resolve_seed_source_file_path_prefers_file_level_node",
      "community": 102,
      "norm_label": "test_resolve_seed_source_file_path_prefers_file_level_node()"
    },
    {
      "label": "test_resolve_seed_source_file_trailing_slash_parity()",
      "file_type": "code",
      "source_file": "tests/test_affected_cli.py",
      "source_location": "L200",
      "_origin": "ast",
      "id": "tests_test_affected_cli_test_resolve_seed_source_file_trailing_slash_parity",
      "community": 102,
      "norm_label": "test_resolve_seed_source_file_trailing_slash_parity()"
    },
    {
      "label": "test_resolve_seed_source_file_ambiguous_no_file_node_returns_none()",
      "file_type": "code",
      "source_file": "tests/test_affected_cli.py",
      "source_location": "L213",
      "_origin": "ast",
      "id": "tests_test_affected_cli_test_resolve_seed_source_file_ambiguous_no_file_node_returns_none",
      "community": 102,
      "norm_label": "test_resolve_seed_source_file_ambiguous_no_file_node_returns_none()"
    },
    {
      "label": "test_affected_cli_source_file_path_uses_file_level_node()",
      "file_type": "code",
      "source_file": "tests/test_affected_cli.py",
      "source_location": "L226",
      "_origin": "ast",
      "id": "tests_test_affected_cli_test_affected_cli_source_file_path_uses_file_level_node",
      "community": 102,
      "norm_label": "test_affected_cli_source_file_path_uses_file_level_node()"
    },
    {
      "label": "_write_callsite_graph()",
      "file_type": "code",
      "source_file": "tests/test_affected_cli.py",
      "source_location": "L275",
      "_origin": "ast",
      "id": "tests_test_affected_cli_write_callsite_graph",
      "community": 102,
      "norm_label": "_write_callsite_graph()"
    },
    {
      "label": "test_affected_reports_call_site_line_not_def_line()",
      "file_type": "code",
      "source_file": "tests/test_affected_cli.py",
      "source_location": "L291",
      "_origin": "ast",
      "id": "tests_test_affected_cli_test_affected_reports_call_site_line_not_def_line",
      "community": 102,
      "norm_label": "test_affected_reports_call_site_line_not_def_line()"
    },
    {
      "label": "test_affected_falls_back_to_def_line_when_edge_has_no_location()",
      "file_type": "code",
      "source_file": "tests/test_affected_cli.py",
      "source_location": "L302",
      "_origin": "ast",
      "id": "tests_test_affected_cli_test_affected_falls_back_to_def_line_when_edge_has_no_location",
      "community": 102,
      "norm_label": "test_affected_falls_back_to_def_line_when_edge_has_no_location()"
    },
    {
      "label": "A graph persisted with directed=false must still recover caller->callee     dir",
      "file_type": "rationale",
      "source_file": "tests/test_affected_cli.py",
      "source_location": "L64",
      "_origin": "ast",
      "id": "tests_test_affected_cli_rationale_64",
      "community": 102,
      "norm_label": "a graph persisted with directed=false must still recover caller->callee     dir"
    },
    {
      "label": "graphify's `extract` writes graph.json with an \"edges\" key (not networkx's",
      "file_type": "rationale",
      "source_file": "tests/test_affected_cli.py",
      "source_location": "L98",
      "_origin": "ast",
      "id": "tests_test_affected_cli_rationale_98",
      "community": 102,
      "norm_label": "graphify's `extract` writes graph.json with an \"edges\" key (not networkx's"
    },
    {
      "label": "A trailing path separator must not change the match (parity with explain's",
      "file_type": "rationale",
      "source_file": "tests/test_affected_cli.py",
      "source_location": "L201",
      "_origin": "ast",
      "id": "tests_test_affected_cli_rationale_201",
      "community": 102,
      "norm_label": "a trailing path separator must not change the match (parity with explain's"
    },
    {
      "label": "Several nodes share a source_file but none is the L1 file node and none's     b",
      "file_type": "rationale",
      "source_file": "tests/test_affected_cli.py",
      "source_location": "L214",
      "_origin": "ast",
      "id": "tests_test_affected_cli_rationale_214",
      "community": 102,
      "norm_label": "several nodes share a source_file but none is the l1 file node and none's     b"
    },
    {
      "label": "A caller whose call site (L158) differs from its own def line (L90).",
      "file_type": "rationale",
      "source_file": "tests/test_affected_cli.py",
      "source_location": "L276",
      "_origin": "ast",
      "id": "tests_test_affected_cli_rationale_276",
      "community": 102,
      "norm_label": "a caller whose call site (l158) differs from its own def line (l90)."
    },
    {
      "label": "An edge with no stored location honestly falls back to the node's def line.",
      "file_type": "rationale",
      "source_file": "tests/test_affected_cli.py",
      "source_location": "L303",
      "_origin": "ast",
      "id": "tests_test_affected_cli_rationale_303",
      "community": 102,
      "norm_label": "an edge with no stored location honestly falls back to the node's def line."
    },
    {
      "label": "test_affected_member_seed.py",
      "file_type": "code",
      "source_file": "tests/test_affected_member_seed.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_test_affected_member_seed",
      "community": 147,
      "norm_label": "test_affected_member_seed.py"
    },
    {
      "label": "_g()",
      "file_type": "code",
      "source_file": "tests/test_affected_member_seed.py",
      "source_location": "L13",
      "_origin": "ast",
      "id": "tests_test_affected_member_seed_g",
      "community": 147,
      "norm_label": "_g()"
    },
    {
      "label": "test_class_affected_reaches_method_bound_caller()",
      "file_type": "code",
      "source_file": "tests/test_affected_member_seed.py",
      "source_location": "L26",
      "_origin": "ast",
      "id": "tests_test_affected_member_seed_test_class_affected_reaches_method_bound_caller",
      "community": 147,
      "norm_label": "test_class_affected_reaches_method_bound_caller()"
    },
    {
      "label": "test_member_method_node_not_reported_as_hit()",
      "file_type": "code",
      "source_file": "tests/test_affected_member_seed.py",
      "source_location": "L32",
      "_origin": "ast",
      "id": "tests_test_affected_member_seed_test_member_method_node_not_reported_as_hit",
      "community": 147,
      "norm_label": "test_member_method_node_not_reported_as_hit()"
    },
    {
      "label": "test_method_contains_still_excluded_from_general_walk()",
      "file_type": "code",
      "source_file": "tests/test_affected_member_seed.py",
      "source_location": "L39",
      "_origin": "ast",
      "id": "tests_test_affected_member_seed_test_method_contains_still_excluded_from_general_walk",
      "community": 147,
      "norm_label": "test_method_contains_still_excluded_from_general_walk()"
    },
    {
      "label": "test_class_level_caller_still_works()",
      "file_type": "code",
      "source_file": "tests/test_affected_member_seed.py",
      "source_location": "L54",
      "_origin": "ast",
      "id": "tests_test_affected_member_seed_test_class_level_caller_still_works",
      "community": 147,
      "norm_label": "test_class_level_caller_still_works()"
    },
    {
      "label": "#1669 \u2014 affected <Class> must reach callers that bind to the class's method nod",
      "file_type": "rationale",
      "source_file": "tests/test_affected_member_seed.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_test_affected_member_seed_rationale_1",
      "community": 147,
      "norm_label": "#1669 \u2014 affected <class> must reach callers that bind to the class's method nod"
    },
    {
      "label": "test_agents_platform.py",
      "file_type": "code",
      "source_file": "tests/test_agents_platform.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_test_agents_platform",
      "community": 96,
      "norm_label": "test_agents_platform.py"
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    {
      "label": "test_agents_user_destination_is_user_global_dot_agents()",
      "file_type": "code",
      "source_file": "tests/test_agents_platform.py",
      "source_location": "L25",
      "_origin": "ast",
      "id": "tests_test_agents_platform_test_agents_user_destination_is_user_global_dot_agents",
      "community": 96,
      "norm_label": "test_agents_user_destination_is_user_global_dot_agents()"
    },
    {
      "label": "test_agents_project_destination_is_dot_agents()",
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      "source_file": "tests/test_agents_platform.py",
      "source_location": "L33",
      "_origin": "ast",
      "id": "tests_test_agents_platform_test_agents_project_destination_is_dot_agents",
      "community": 96,
      "norm_label": "test_agents_project_destination_is_dot_agents()"
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    {
      "label": "test_skills_alias_resolves_to_agents()",
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      "_origin": "ast",
      "id": "tests_test_agents_platform_test_skills_alias_resolves_to_agents",
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      "norm_label": "test_skills_alias_resolves_to_agents()"
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      "label": "_run()",
      "file_type": "code",
      "source_file": "tests/test_agents_platform.py",
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      "_origin": "ast",
      "id": "tests_test_agents_platform_run",
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      "norm_label": "_run()"
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    {
      "label": "test_install_platform_agents_writes_user_global_skill_only()",
      "file_type": "code",
      "source_file": "tests/test_agents_platform.py",
      "source_location": "L65",
      "_origin": "ast",
      "id": "tests_test_agents_platform_test_install_platform_agents_writes_user_global_skill_only",
      "community": 96,
      "norm_label": "test_install_platform_agents_writes_user_global_skill_only()"
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      "label": "test_uninstall_platform_agents_removes_user_global_skill()",
      "file_type": "code",
      "source_file": "tests/test_agents_platform.py",
      "source_location": "L84",
      "_origin": "ast",
      "id": "tests_test_agents_platform_test_uninstall_platform_agents_removes_user_global_skill",
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      "norm_label": "test_uninstall_platform_agents_removes_user_global_skill()"
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    {
      "label": "test_uninstall_platform_flag_global_removes_skill()",
      "file_type": "code",
      "source_file": "tests/test_agents_platform.py",
      "source_location": "L103",
      "_origin": "ast",
      "id": "tests_test_agents_platform_test_uninstall_platform_flag_global_removes_skill",
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      "norm_label": "test_uninstall_platform_flag_global_removes_skill()"
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    {
      "label": "test_project_uninstall_all_removes_agents_skill()",
      "file_type": "code",
      "source_file": "tests/test_agents_platform.py",
      "source_location": "L123",
      "_origin": "ast",
      "id": "tests_test_agents_platform_test_project_uninstall_all_removes_agents_skill",
      "community": 96,
      "norm_label": "test_project_uninstall_all_removes_agents_skill()"
    },
    {
      "label": "test_install_platform_agents_project_writes_dot_agents()",
      "file_type": "code",
      "source_file": "tests/test_agents_platform.py",
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      "_origin": "ast",
      "id": "tests_test_agents_platform_test_install_platform_agents_project_writes_dot_agents",
      "community": 96,
      "norm_label": "test_install_platform_agents_project_writes_dot_agents()"
    },
    {
      "label": "test_agents_subcommand_install_also_wires_agents_md()",
      "file_type": "code",
      "source_file": "tests/test_agents_platform.py",
      "source_location": "L163",
      "_origin": "ast",
      "id": "tests_test_agents_platform_test_agents_subcommand_install_also_wires_agents_md",
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      "norm_label": "test_agents_subcommand_install_also_wires_agents_md()"
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      "label": "test_agents_subcommand_install_is_idempotent()",
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      "label": "test_skills_subcommand_is_the_agents_subcommand()",
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      "source_file": "tests/test_agents_platform.py",
      "source_location": "L201",
      "_origin": "ast",
      "id": "tests_test_agents_platform_test_skills_subcommand_is_the_agents_subcommand",
      "community": 96,
      "norm_label": "test_skills_subcommand_is_the_agents_subcommand()"
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      "label": "test_bare_install_does_not_touch_dot_agents()",
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      "source_file": "tests/test_agents_platform.py",
      "source_location": "L226",
      "_origin": "ast",
      "id": "tests_test_agents_platform_test_bare_install_does_not_touch_dot_agents",
      "community": 96,
      "norm_label": "test_bare_install_does_not_touch_dot_agents()"
    },
    {
      "label": "Tests for the generic `agents` platform and its `skills` alias (#1432).  `grap",
      "file_type": "rationale",
      "source_file": "tests/test_agents_platform.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_test_agents_platform_rationale_1",
      "community": 96,
      "norm_label": "tests for the generic `agents` platform and its `skills` alias (#1432).  `grap"
    },
    {
      "label": "Global agents skill lands at ~/.agents/skills (the spec's user-global dir),",
      "file_type": "rationale",
      "source_file": "tests/test_agents_platform.py",
      "source_location": "L26",
      "_origin": "ast",
      "id": "tests_test_agents_platform_rationale_26",
      "community": 96,
      "norm_label": "global agents skill lands at ~/.agents/skills (the spec's user-global dir),"
    },
    {
      "label": "Project agents skill lands at ./.agents/skills.",
      "file_type": "rationale",
      "source_file": "tests/test_agents_platform.py",
      "source_location": "L34",
      "_origin": "ast",
      "id": "tests_test_agents_platform_rationale_34",
      "community": 96,
      "norm_label": "project agents skill lands at ./.agents/skills."
    },
    {
      "label": "Drive main() with argv, cwd at tmp_path, and Path.home redirected.",
      "file_type": "rationale",
      "source_file": "tests/test_agents_platform.py",
      "source_location": "L53",
      "_origin": "ast",
      "id": "tests_test_agents_platform_rationale_53",
      "community": 96,
      "norm_label": "drive main() with argv, cwd at tmp_path, and path.home redirected."
    },
    {
      "label": "`graphify install --platform agents|skills` writes ~/.agents/skills/...     SKI",
      "file_type": "rationale",
      "source_file": "tests/test_agents_platform.py",
      "source_location": "L66",
      "_origin": "ast",
      "id": "tests_test_agents_platform_rationale_66",
      "community": 96,
      "norm_label": "`graphify install --platform agents|skills` writes ~/.agents/skills/...     ski"
    },
    {
      "label": "Bare `graphify uninstall` clears the ~/.agents/skills skill the AGENTS.md and",
      "file_type": "rationale",
      "source_file": "tests/test_agents_platform.py",
      "source_location": "L85",
      "_origin": "ast",
      "id": "tests_test_agents_platform_rationale_85",
      "community": 96,
      "norm_label": "bare `graphify uninstall` clears the ~/.agents/skills skill the agents.md and"
    },
    {
      "label": "`graphify uninstall --platform agents|skills` (global) clears ~/.agents/skills.",
      "file_type": "rationale",
      "source_file": "tests/test_agents_platform.py",
      "source_location": "L104",
      "_origin": "ast",
      "id": "tests_test_agents_platform_rationale_104",
      "community": 96,
      "norm_label": "`graphify uninstall --platform agents|skills` (global) clears ~/.agents/skills."
    },
    {
      "label": "`graphify uninstall --project` (no platform) removes the agents project skill",
      "file_type": "rationale",
      "source_file": "tests/test_agents_platform.py",
      "source_location": "L124",
      "_origin": "ast",
      "id": "tests_test_agents_platform_rationale_124",
      "community": 96,
      "norm_label": "`graphify uninstall --project` (no platform) removes the agents project skill"
    },
    {
      "label": "`graphify install --project --platform agents` writes ./.agents/skills and",
      "file_type": "rationale",
      "source_file": "tests/test_agents_platform.py",
      "source_location": "L141",
      "_origin": "ast",
      "id": "tests_test_agents_platform_rationale_141",
      "community": 96,
      "norm_label": "`graphify install --project --platform agents` writes ./.agents/skills and"
    },
    {
      "label": "`graphify agents install` is the amp-twin: skill at ~/.agents/skills PLUS a",
      "file_type": "rationale",
      "source_file": "tests/test_agents_platform.py",
      "source_location": "L164",
      "_origin": "ast",
      "id": "tests_test_agents_platform_rationale_164",
      "community": 96,
      "norm_label": "`graphify agents install` is the amp-twin: skill at ~/.agents/skills plus a"
    },
    {
      "label": "Running `graphify agents install` twice leaves a single AGENTS.md section.",
      "file_type": "rationale",
      "source_file": "tests/test_agents_platform.py",
      "source_location": "L188",
      "_origin": "ast",
      "id": "tests_test_agents_platform_rationale_188",
      "community": 96,
      "norm_label": "running `graphify agents install` twice leaves a single agents.md section."
    },
    {
      "label": "`graphify skills install`/`uninstall` behaves exactly like the agents form:",
      "file_type": "rationale",
      "source_file": "tests/test_agents_platform.py",
      "source_location": "L202",
      "_origin": "ast",
      "id": "tests_test_agents_platform_rationale_202",
      "community": 96,
      "norm_label": "`graphify skills install`/`uninstall` behaves exactly like the agents form:"
    },
    {
      "label": "`graphify install` (no platform) stays single-platform claude/windows and     n",
      "file_type": "rationale",
      "source_file": "tests/test_agents_platform.py",
      "source_location": "L227",
      "_origin": "ast",
      "id": "tests_test_agents_platform_rationale_227",
      "community": 96,
      "norm_label": "`graphify install` (no platform) stays single-platform claude/windows and     n"
    },
    {
      "label": "test_analyze.py",
      "file_type": "code",
      "source_file": "tests/test_analyze.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_test_analyze",
      "community": 13,
      "norm_label": "test_analyze.py"
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    {
      "label": "make_graph()",
      "file_type": "code",
      "source_file": "tests/test_analyze.py",
      "source_location": "L14",
      "_origin": "ast",
      "id": "tests_test_analyze_make_graph",
      "community": 13,
      "norm_label": "make_graph()"
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    {
      "label": "test_god_nodes_returns_list()",
      "file_type": "code",
      "source_file": "tests/test_analyze.py",
      "source_location": "L18",
      "_origin": "ast",
      "id": "tests_test_analyze_test_god_nodes_returns_list",
      "community": 13,
      "norm_label": "test_god_nodes_returns_list()"
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    {
      "label": "test_god_nodes_sorted_by_degree()",
      "file_type": "code",
      "source_file": "tests/test_analyze.py",
      "source_location": "L25",
      "_origin": "ast",
      "id": "tests_test_analyze_test_god_nodes_sorted_by_degree",
      "community": 13,
      "norm_label": "test_god_nodes_sorted_by_degree()"
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    {
      "label": "test_god_nodes_have_required_keys()",
      "file_type": "code",
      "source_file": "tests/test_analyze.py",
      "source_location": "L32",
      "_origin": "ast",
      "id": "tests_test_analyze_test_god_nodes_have_required_keys",
      "community": 13,
      "norm_label": "test_god_nodes_have_required_keys()"
    },
    {
      "label": "test_surprising_connections_cross_source_multi_file()",
      "file_type": "code",
      "source_file": "tests/test_analyze.py",
      "source_location": "L40",
      "_origin": "ast",
      "id": "tests_test_analyze_test_surprising_connections_cross_source_multi_file",
      "community": 13,
      "norm_label": "test_surprising_connections_cross_source_multi_file()"
    },
    {
      "label": "test_surprising_connections_excludes_concept_nodes()",
      "file_type": "code",
      "source_file": "tests/test_analyze.py",
      "source_location": "L50",
      "_origin": "ast",
      "id": "tests_test_analyze_test_surprising_connections_excludes_concept_nodes",
      "community": 13,
      "norm_label": "test_surprising_connections_excludes_concept_nodes()"
    },
    {
      "label": "test_surprising_connections_single_file_uses_community_bridges()",
      "file_type": "code",
      "source_file": "tests/test_analyze.py",
      "source_location": "L63",
      "_origin": "ast",
      "id": "tests_test_analyze_test_surprising_connections_single_file_uses_community_bridges",
      "community": 13,
      "norm_label": "test_surprising_connections_single_file_uses_community_bridges()"
    },
    {
      "label": "test_surprising_connections_ambiguous_scores_higher_than_extracted()",
      "file_type": "code",
      "source_file": "tests/test_analyze.py",
      "source_location": "L90",
      "_origin": "ast",
      "id": "tests_test_analyze_test_surprising_connections_ambiguous_scores_higher_than_extracted",
      "community": 13,
      "norm_label": "test_surprising_connections_ambiguous_scores_higher_than_extracted()"
    },
    {
      "label": "test_surprise_score_accepts_precomputed_degrees()",
      "file_type": "code",
      "source_file": "tests/test_analyze.py",
      "source_location": "L109",
      "_origin": "ast",
      "id": "tests_test_analyze_test_surprise_score_accepts_precomputed_degrees",
      "community": 13,
      "norm_label": "test_surprise_score_accepts_precomputed_degrees()"
    },
    {
      "label": "test_surprising_connections_cross_type_scores_higher()",
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      "label": "test_is_concept_node_empty_source()",
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      "label": "test_surprising_connections_have_required_keys()",
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      "source_file": "tests/test_analyze.py",
      "source_location": "L278",
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      "label": "_make_simple_graph()",
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      "norm_label": "_make_simple_graph()"
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      "label": "test_graph_diff_new_nodes()",
      "file_type": "code",
      "source_file": "tests/test_analyze.py",
      "source_location": "L300",
      "_origin": "ast",
      "id": "tests_test_analyze_test_graph_diff_new_nodes",
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      "norm_label": "test_graph_diff_new_nodes()"
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      "label": "test_graph_diff_removed_nodes()",
      "file_type": "code",
      "source_file": "tests/test_analyze.py",
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      "_origin": "ast",
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      "norm_label": "test_graph_diff_removed_nodes()"
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    {
      "label": "test_graph_diff_new_edges()",
      "file_type": "code",
      "source_file": "tests/test_analyze.py",
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      "label": "test_graph_diff_empty_diff()",
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      "label": "_make_code_doc_graph()",
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      "label": "test_code_doc_inferred_calls_suppressed()",
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      "label": "test_code_doc_inferred_uses_suppressed()",
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      "label": "test_code_paper_inferred_calls_not_suppressed()",
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      "label": "test_is_json_key_node_noise_label()",
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      "label": "test_god_nodes_excludes_npm_dep_block_keys()",
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      "label": "test_god_nodes_filter_is_case_insensitive()",
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      "label": "test_suggest_questions_excludes_rationale_nodes_from_isolated_count()",
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      "_origin": "ast",
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      "norm_label": "test_suggest_questions_excludes_rationale_nodes_from_isolated_count()"
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    {
      "label": "_make_file_node()",
      "file_type": "code",
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      "norm_label": "_make_file_node()"
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      "label": "_make_cycle_graph_directed()",
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      "label": "DiGraph",
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      "source_location": "",
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      "id": "tests_test_analyze_py_digraph",
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      "label": "test_find_import_cycles_no_cycles()",
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      "label": "Tests for analyze.py.",
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      "norm_label": "tests for analyze.py."
    },
    {
      "label": "Multi-file graph: should find cross-file edges between real entities.",
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      "label": "Concept nodes (empty source_file) must not appear in surprises.",
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      "norm_label": "concept nodes (empty source_file) must not appear in surprises."
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      "label": "Single-file graph: should return cross-community edges, not empty list.",
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    {
      "label": "AMBIGUOUS edge should score higher than an otherwise identical EXTRACTED edge.",
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      "norm_label": "ambiguous edge should score higher than an otherwise identical extracted edge."
    },
    {
      "label": "Code\u2194paper edge should score higher than code\u2194code edge.",
      "file_type": "rationale",
      "source_file": "tests/test_analyze.py",
      "source_location": "L131",
      "_origin": "ast",
      "id": "tests_test_analyze_rationale_131",
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      "norm_label": "code\u2194paper edge should score higher than code\u2194code edge."
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    {
      "label": "Helper: Python node in backend/, TypeScript node in frontend/, different communi",
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      "norm_label": "helper: python node in backend/, typescript node in frontend/, different communi"
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    {
      "label": "Cross-language INFERRED calls edge should score lower than same-language EXTRACT",
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    },
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      "label": "Cross-language INFERRED uses edge (the exact rsl-siege-manager false positive) s",
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      "norm_label": "cross-language inferred uses edge (the exact rsl-siege-manager false positive) s"
    },
    {
      "label": "`semantically_similar_to` across languages is a genuine insight \u2014 must not be su",
      "file_type": "rationale",
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      "source_location": "L194",
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      "norm_label": "`semantically_similar_to` across languages is a genuine insight \u2014 must not be su"
    },
    {
      "label": "INFERRED calls within the same language family must not be affected.",
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      "source_location": "L211",
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      "norm_label": "inferred calls within the same language family must not be affected."
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    {
      "label": "EXTRACTED cross-language edges are real structural facts \u2014 must not be penalised",
      "file_type": "rationale",
      "source_file": "tests/test_analyze.py",
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      "community": 13,
      "norm_label": "extracted cross-language edges are real structural facts \u2014 must not be penalised"
    },
    {
      "label": "Helper: build a small nx.Graph from node/edge specs.",
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      "norm_label": "helper: build a small nx.graph from node/edge specs."
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    {
      "label": "Code\u2192doc INFERRED calls edge should score lower than same-language EXTRACTED.",
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      "source_file": "tests/test_analyze.py",
      "source_location": "L362",
      "_origin": "ast",
      "id": "tests_test_analyze_rationale_362",
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      "norm_label": "code\u2192doc inferred calls edge should score lower than same-language extracted."
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    {
      "label": "EXTRACTED code\u2194doc edges are real facts \u2014 must not be penalised.",
      "file_type": "rationale",
      "source_file": "tests/test_analyze.py",
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      "norm_label": "extracted code\u2194doc edges are real facts \u2014 must not be penalised."
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    {
      "label": "`semantically_similar_to` across code\u2194doc is explicit LLM insight \u2014 must not be",
      "file_type": "rationale",
      "source_file": "tests/test_analyze.py",
      "source_location": "L408",
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      "id": "tests_test_analyze_rationale_408",
      "community": 13,
      "norm_label": "`semantically_similar_to` across code\u2194doc is explicit llm insight \u2014 must not be"
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    {
      "label": "_file_category falls back to 'doc' for unknown extensions, so INFERRED     call",
      "file_type": "rationale",
      "source_file": "tests/test_analyze.py",
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      "norm_label": "test_semantic_rekey_relative_vs_absolute_source_file()"
    },
    {
      "label": "test_cross_language_imports_references_are_dropped()",
      "file_type": "code",
      "source_file": "tests/test_build.py",
      "source_location": "L949",
      "_origin": "ast",
      "id": "tests_test_build_test_cross_language_imports_references_are_dropped",
      "community": 6,
      "norm_label": "test_cross_language_imports_references_are_dropped()"
    },
    {
      "label": "test_cross_family_reference_to_unknown_ext_is_kept()",
      "file_type": "code",
      "source_file": "tests/test_build.py",
      "source_location": "L977",
      "_origin": "ast",
      "id": "tests_test_build_test_cross_family_reference_to_unknown_ext_is_kept",
      "community": 6,
      "norm_label": "test_cross_family_reference_to_unknown_ext_is_kept()"
    },
    {
      "label": "test_markdown_doc_twin_merges_into_semantic_doc_node()",
      "file_type": "code",
      "source_file": "tests/test_build.py",
      "source_location": "L996",
      "_origin": "ast",
      "id": "tests_test_build_test_markdown_doc_twin_merges_into_semantic_doc_node",
      "community": 6,
      "norm_label": "test_markdown_doc_twin_merges_into_semantic_doc_node()"
    },
    {
      "label": "test_doc_twin_merge_does_not_touch_code_symbols()",
      "file_type": "code",
      "source_file": "tests/test_build.py",
      "source_location": "L1026",
      "_origin": "ast",
      "id": "tests_test_build_test_doc_twin_merge_does_not_touch_code_symbols",
      "community": 6,
      "norm_label": "test_doc_twin_merge_does_not_touch_code_symbols()"
    },
    {
      "label": "test_build_from_json_prunes_dangling_hyperedge_members()",
      "file_type": "code",
      "source_file": "tests/test_build.py",
      "source_location": "L1042",
      "_origin": "ast",
      "id": "tests_test_build_test_build_from_json_prunes_dangling_hyperedge_members",
      "community": 6,
      "norm_label": "test_build_from_json_prunes_dangling_hyperedge_members()"
    },
    {
      "label": "#1960: an explicit ``\"weight\": null`` (JSON null -> None) used to survive     `",
      "file_type": "rationale",
      "source_file": "tests/test_build.py",
      "source_location": "L62",
      "_origin": "ast",
      "id": "tests_test_build_rationale_62",
      "community": 6,
      "norm_label": "#1960: an explicit ``\"weight\": null`` (json null -> none) used to survive     `"
    },
    {
      "label": "Non-numeric / NaN / inf / negative weights fall back to 1.0 (the backends     r",
      "file_type": "rationale",
      "source_file": "tests/test_build.py",
      "source_location": "L86",
      "_origin": "ast",
      "id": "tests_test_build_rationale_86",
      "community": 6,
      "norm_label": "non-numeric / nan / inf / negative weights fall back to 1.0 (the backends     r"
    },
    {
      "label": "Legacy 'source' key on nodes is renamed to 'source_file' before graph build.",
      "file_type": "rationale",
      "source_file": "tests/test_build.py",
      "source_location": "L118",
      "_origin": "ast",
      "id": "tests_test_build_rationale_118",
      "community": 6,
      "norm_label": "legacy 'source' key on nodes is renamed to 'source_file' before graph build."
    },
    {
      "label": "Legacy 'from'/'to' keys on edges are accepted alongside 'source'/'target'.",
      "file_type": "rationale",
      "source_file": "tests/test_build.py",
      "source_location": "L128",
      "_origin": "ast",
      "id": "tests_test_build_rationale_128",
      "community": 6,
      "norm_label": "legacy 'from'/'to' keys on edges are accepted alongside 'source'/'target'."
    },
    {
      "label": "Windows backslash paths and POSIX paths for the same file must produce one node.",
      "file_type": "rationale",
      "source_file": "tests/test_build.py",
      "source_location": "L139",
      "_origin": "ast",
      "id": "tests_test_build_rationale_139",
      "community": 6,
      "norm_label": "windows backslash paths and posix paths for the same file must produce one node."
    },
    {
      "label": "#1279: a semantic/LLM edge lacking source_file must inherit it from its     sou",
      "file_type": "rationale",
      "source_file": "tests/test_build.py",
      "source_location": "L154",
      "_origin": "ast",
      "id": "tests_test_build_rationale_154",
      "community": 6,
      "norm_label": "#1279: a semantic/llm edge lacking source_file must inherit it from its     sou"
    },
    {
      "label": "Legacy nodes with file_type=None (e.g. preserved from older graph.json     by `",
      "file_type": "rationale",
      "source_file": "tests/test_build.py",
      "source_location": "L183",
      "_origin": "ast",
      "id": "tests_test_build_rationale_183",
      "community": 6,
      "norm_label": "legacy nodes with file_type=none (e.g. preserved from older graph.json     by `"
    },
    {
      "label": "Nodes missing file_type entirely should also be canonicalized to 'concept'.",
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      "source_file": "tests/test_build.py",
      "source_location": "L203",
      "_origin": "ast",
      "id": "tests_test_build_rationale_203",
      "community": 6,
      "norm_label": "nodes missing file_type entirely should also be canonicalized to 'concept'."
    },
    {
      "label": "Unknown file_type values are coerced through the synonym mapper, falling     ba",
      "file_type": "rationale",
      "source_file": "tests/test_build.py",
      "source_location": "L220",
      "_origin": "ast",
      "id": "tests_test_build_rationale_220",
      "community": 6,
      "norm_label": "unknown file_type values are coerced through the synonym mapper, falling     ba"
    },
    {
      "label": "Known invalid file_type values map to their canonical equivalents.",
      "file_type": "rationale",
      "source_file": "tests/test_build.py",
      "source_location": "L235",
      "_origin": "ast",
      "id": "tests_test_build_rationale_235",
      "community": 6,
      "norm_label": "known invalid file_type values map to their canonical equivalents."
    },
    {
      "label": "#1145 ghost-merge: a semantic ghost collapses into the single AST node     shar",
      "file_type": "rationale",
      "source_file": "tests/test_build.py",
      "source_location": "L253",
      "_origin": "ast",
      "id": "tests_test_build_rationale_253",
      "community": 6,
      "norm_label": "#1145 ghost-merge: a semantic ghost collapses into the single ast node     shar"
    },
    {
      "label": "#2068: the ghost-merge key is the full source_file, not the bare basename.",
      "file_type": "rationale",
      "source_file": "tests/test_build.py",
      "source_location": "L274",
      "_origin": "ast",
      "id": "tests_test_build_rationale_274",
      "community": 6,
      "norm_label": "#2068: the ghost-merge key is the full source_file, not the bare basename."
    },
    {
      "label": "#2068: two unrelated non-AST nodes with the same basename+label in     DIFFEREN",
      "file_type": "rationale",
      "source_file": "tests/test_build.py",
      "source_location": "L304",
      "_origin": "ast",
      "id": "tests_test_build_rationale_304",
      "community": 6,
      "norm_label": "#2068: two unrelated non-ast nodes with the same basename+label in     differen"
    },
    {
      "label": "#1753: two NON-AST (semantic) nodes sharing (basename, label) but from     DIFF",
      "file_type": "rationale",
      "source_file": "tests/test_build.py",
      "source_location": "L328",
      "_origin": "ast",
      "id": "tests_test_build_rationale_328",
      "community": 6,
      "norm_label": "#1753: two non-ast (semantic) nodes sharing (basename, label) but from     diff"
    },
    {
      "label": "A genuine duplicate \u2014 two non-AST nodes with the SAME source_file and     label",
      "file_type": "rationale",
      "source_file": "tests/test_build.py",
      "source_location": "L346",
      "_origin": "ast",
      "id": "tests_test_build_rationale_346",
      "community": 6,
      "norm_label": "a genuine duplicate \u2014 two non-ast nodes with the same source_file and     label"
    },
    {
      "label": "Regression for #760.      When the callee is defined before the caller in sour",
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      "source_file": "tests/test_build.py",
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      "_origin": "ast",
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      "norm_label": "regression for #760.      when the callee is defined before the caller in sour"
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      "community": 6,
      "norm_label": "regression for #1061.      when an extraction emits two `calls` edges between"
    },
    {
      "label": "A node_link JSON with multigraph: true must load as MultiGraph and the     help",
      "file_type": "rationale",
      "source_file": "tests/test_build.py",
      "source_location": "L544",
      "_origin": "ast",
      "id": "tests_test_build_rationale_544",
      "community": 6,
      "norm_label": "a node_link json with multigraph: true must load as multigraph and the     help"
    },
    {
      "label": "Semantic subagents emit absolute source_file paths; build_from_json must     re",
      "file_type": "rationale",
      "source_file": "tests/test_build.py",
      "source_location": "L573",
      "_origin": "ast",
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      "community": 6,
      "norm_label": "semantic subagents emit absolute source_file paths; build_from_json must     re"
    },
    {
      "label": "build() passes root through to build_from_json (#932).",
      "file_type": "rationale",
      "source_file": "tests/test_build.py",
      "source_location": "L596",
      "_origin": "ast",
      "id": "tests_test_build_rationale_596",
      "community": 79,
      "norm_label": "build() passes root through to build_from_json (#932)."
    },
    {
      "label": "The #1504 old-stem alias (e.g. \"ping.h\" -> bare \"ping\") is meant to let a     s",
      "file_type": "rationale",
      "source_file": "tests/test_build.py",
      "source_location": "L611",
      "_origin": "ast",
      "id": "tests_test_build_rationale_611",
      "community": 6,
      "norm_label": "the #1504 old-stem alias (e.g. \"ping.h\" -> bare \"ping\") is meant to let a     s"
    },
    {
      "label": "A same-directory .h/.cpp pair collides on their shared pre-extension id     and",
      "file_type": "rationale",
      "source_file": "tests/test_build.py",
      "source_location": "L648",
      "_origin": "ast",
      "id": "tests_test_build_rationale_648",
      "community": 6,
      "norm_label": "a same-directory .h/.cpp pair collides on their shared pre-extension id     and"
    },
    {
      "label": "Companion to the ambiguous case above: when exactly one real file claims     an",
      "file_type": "rationale",
      "source_file": "tests/test_build.py",
      "source_location": "L682",
      "_origin": "ast",
      "id": "tests_test_build_rationale_682",
      "community": 6,
      "norm_label": "companion to the ambiguous case above: when exactly one real file claims     an"
    },
    {
      "label": "Already-relative source_file paths must not be modified.",
      "file_type": "rationale",
      "source_file": "tests/test_build.py",
      "source_location": "L704",
      "_origin": "ast",
      "id": "tests_test_build_rationale_704",
      "community": 6,
      "norm_label": "already-relative source_file paths must not be modified."
    },
    {
      "label": "#1007: manifest stores absolute paths, graph nodes store relative paths.     pr",
      "file_type": "rationale",
      "source_file": "tests/test_build.py",
      "source_location": "L715",
      "_origin": "ast",
      "id": "tests_test_build_rationale_715",
      "community": 79,
      "norm_label": "#1007: manifest stores absolute paths, graph nodes store relative paths.     pr"
    },
    {
      "label": "#1007: prune_sources with Windows-style backslash absolute paths must still matc",
      "file_type": "rationale",
      "source_file": "tests/test_build.py",
      "source_location": "L746",
      "_origin": "ast",
      "id": "tests_test_build_rationale_746",
      "community": 79,
      "norm_label": "#1007: prune_sources with windows-style backslash absolute paths must still matc"
    },
    {
      "label": "Re-extracting a CHANGED file must REPLACE its prior nodes/edges, not     accumu",
      "file_type": "rationale",
      "source_file": "tests/test_build.py",
      "source_location": "L768",
      "_origin": "ast",
      "id": "tests_test_build_rationale_768",
      "community": 79,
      "norm_label": "re-extracting a changed file must replace its prior nodes/edges, not     accumu"
    },
    {
      "label": "Skill contract: the extraction subagent must emit source_file as the     verbat",
      "file_type": "rationale",
      "source_file": "tests/test_build.py",
      "source_location": "L820",
      "_origin": "ast",
      "id": "tests_test_build_rationale_820",
      "community": 79,
      "norm_label": "skill contract: the extraction subagent must emit source_file as the     verbat"
    },
    {
      "label": "#F4: build_merge must refuse to read an existing graph.json that     exceeds th",
      "file_type": "rationale",
      "source_file": "tests/test_build.py",
      "source_location": "L870",
      "_origin": "ast",
      "id": "tests_test_build_rationale_870",
      "community": 29,
      "norm_label": "#f4: build_merge must refuse to read an existing graph.json that     exceeds th"
    },
    {
      "label": "The read-only-consumer nudge (query/serve) flags a pre-#1504 graph and     leav",
      "file_type": "rationale",
      "source_file": "tests/test_build.py",
      "source_location": "L921",
      "_origin": "ast",
      "id": "tests_test_build_rationale_921",
      "community": 29,
      "norm_label": "the read-only-consumer nudge (query/serve) flags a pre-#1504 graph and     leav"
    },
    {
      "label": "Re-key contract: a relative source_file is migrated; an absolute one is left",
      "file_type": "rationale",
      "source_file": "tests/test_build.py",
      "source_location": "L939",
      "_origin": "ast",
      "id": "tests_test_build_rationale_939",
      "community": 29,
      "norm_label": "re-key contract: a relative source_file is migrated; an absolute one is left"
    },
    {
      "label": "#1749: an `imports`/`references` edge must not bind across a language     famil",
      "file_type": "rationale",
      "source_file": "tests/test_build.py",
      "source_location": "L950",
      "_origin": "ast",
      "id": "tests_test_build_rationale_950",
      "community": 6,
      "norm_label": "#1749: an `imports`/`references` edge must not bind across a language     famil"
    },
    {
      "label": "The #1749 guard only drops when BOTH endpoints are known code languages,     so",
      "file_type": "rationale",
      "source_file": "tests/test_build.py",
      "source_location": "L978",
      "_origin": "ast",
      "id": "tests_test_build_rationale_978",
      "community": 6,
      "norm_label": "the #1749 guard only drops when both endpoints are known code languages,     so"
    },
    {
      "label": "#1799: the markdown quick-scan's bare `<slug>` doc node and the semantic     `<",
      "file_type": "rationale",
      "source_file": "tests/test_build.py",
      "source_location": "L997",
      "_origin": "ast",
      "id": "tests_test_build_rationale_997",
      "community": 6,
      "norm_label": "#1799: the markdown quick-scan's bare `<slug>` doc node and the semantic     `<"
    },
    {
      "label": "#1799 guard: a code symbol `foo` and an unrelated `foo_doc` (not     file_type=",
      "file_type": "rationale",
      "source_file": "tests/test_build.py",
      "source_location": "L1027",
      "_origin": "ast",
      "id": "tests_test_build_rationale_1027",
      "community": 6,
      "norm_label": "#1799 guard: a code symbol `foo` and an unrelated `foo_doc` (not     file_type="
    },
    {
      "label": "#1916: build_from_json used to copy hyperedges into G.graph[\"hyperedges\"]     v",
      "file_type": "rationale",
      "source_file": "tests/test_build.py",
      "source_location": "L1043",
      "_origin": "ast",
      "id": "tests_test_build_rationale_1043",
      "community": 6,
      "norm_label": "#1916: build_from_json used to copy hyperedges into g.graph[\"hyperedges\"]     v"
    },
    {
      "label": "test_build_merge_hyperedges_and_prune.py",
      "file_type": "code",
      "source_file": "tests/test_build_merge_hyperedges_and_prune.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_test_build_merge_hyperedges_and_prune",
      "community": 29,
      "norm_label": "test_build_merge_hyperedges_and_prune.py"
    },
    {
      "label": "_write_graph()",
      "file_type": "code",
      "source_file": "tests/test_build_merge_hyperedges_and_prune.py",
      "source_location": "L24",
      "_origin": "ast",
      "id": "tests_test_build_merge_hyperedges_and_prune_write_graph",
      "community": 29,
      "norm_label": "_write_graph()"
    },
    {
      "label": "Path",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "tests_test_build_merge_hyperedges_and_prune_py_path",
      "community": 29,
      "norm_label": "path"
    },
    {
      "label": "_he_ids()",
      "file_type": "code",
      "source_file": "tests/test_build_merge_hyperedges_and_prune.py",
      "source_location": "L32",
      "_origin": "ast",
      "id": "tests_test_build_merge_hyperedges_and_prune_he_ids",
      "community": 29,
      "norm_label": "_he_ids()"
    },
    {
      "label": "_seed_two_file_graph()",
      "file_type": "code",
      "source_file": "tests/test_build_merge_hyperedges_and_prune.py",
      "source_location": "L38",
      "_origin": "ast",
      "id": "tests_test_build_merge_hyperedges_and_prune_seed_two_file_graph",
      "community": 29,
      "norm_label": "_seed_two_file_graph()"
    },
    {
      "label": "test_update_preserves_hyperedges_of_unchanged_files()",
      "file_type": "code",
      "source_file": "tests/test_build_merge_hyperedges_and_prune.py",
      "source_location": "L55",
      "_origin": "ast",
      "id": "tests_test_build_merge_hyperedges_and_prune_test_update_preserves_hyperedges_of_unchanged_files",
      "community": 29,
      "norm_label": "test_update_preserves_hyperedges_of_unchanged_files()"
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    {
      "label": "test_update_without_root_still_preserves_hyperedges()",
      "file_type": "code",
      "source_file": "tests/test_build_merge_hyperedges_and_prune.py",
      "source_location": "L71",
      "_origin": "ast",
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      "community": 29,
      "norm_label": "test_update_without_root_still_preserves_hyperedges()"
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      "label": "test_deleted_file_hyperedges_are_pruned()",
      "file_type": "code",
      "source_file": "tests/test_build_merge_hyperedges_and_prune.py",
      "source_location": "L85",
      "_origin": "ast",
      "id": "tests_test_build_merge_hyperedges_and_prune_test_deleted_file_hyperedges_are_pruned",
      "community": 29,
      "norm_label": "test_deleted_file_hyperedges_are_pruned()"
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    {
      "label": "test_prune_without_root_removes_ghost_nodes_via_grandparent_fallback()",
      "file_type": "code",
      "source_file": "tests/test_build_merge_hyperedges_and_prune.py",
      "source_location": "L99",
      "_origin": "ast",
      "id": "tests_test_build_merge_hyperedges_and_prune_test_prune_without_root_removes_ghost_nodes_via_grandparent_fallback",
      "community": 29,
      "norm_label": "test_prune_without_root_removes_ghost_nodes_via_grandparent_fallback()"
    },
    {
      "label": "test_prune_without_root_uses_graphify_root_marker()",
      "file_type": "code",
      "source_file": "tests/test_build_merge_hyperedges_and_prune.py",
      "source_location": "L116",
      "_origin": "ast",
      "id": "tests_test_build_merge_hyperedges_and_prune_test_prune_without_root_uses_graphify_root_marker",
      "community": 29,
      "norm_label": "test_prune_without_root_uses_graphify_root_marker()"
    },
    {
      "label": "test_prune_matches_across_symlinked_root()",
      "file_type": "code",
      "source_file": "tests/test_build_merge_hyperedges_and_prune.py",
      "source_location": "L133",
      "_origin": "ast",
      "id": "tests_test_build_merge_hyperedges_and_prune_test_prune_matches_across_symlinked_root",
      "community": 29,
      "norm_label": "test_prune_matches_across_symlinked_root()"
    },
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      "label": "test_reextracted_file_in_prune_sources_is_not_deleted()",
      "file_type": "code",
      "source_file": "tests/test_build_merge_hyperedges_and_prune.py",
      "source_location": "L154",
      "_origin": "ast",
      "id": "tests_test_build_merge_hyperedges_and_prune_test_reextracted_file_in_prune_sources_is_not_deleted",
      "community": 29,
      "norm_label": "test_reextracted_file_in_prune_sources_is_not_deleted()"
    },
    {
      "label": "test_genuine_deletion_still_prunes()",
      "file_type": "code",
      "source_file": "tests/test_build_merge_hyperedges_and_prune.py",
      "source_location": "L184",
      "_origin": "ast",
      "id": "tests_test_build_merge_hyperedges_and_prune_test_genuine_deletion_still_prunes",
      "community": 29,
      "norm_label": "test_genuine_deletion_still_prunes()"
    },
    {
      "label": "test_prune_matches_node_stored_absolute_against_relative_delete()",
      "file_type": "code",
      "source_file": "tests/test_build_merge_hyperedges_and_prune.py",
      "source_location": "L214",
      "_origin": "ast",
      "id": "tests_test_build_merge_hyperedges_and_prune_test_prune_matches_node_stored_absolute_against_relative_delete",
      "community": 29,
      "norm_label": "test_prune_matches_node_stored_absolute_against_relative_delete()"
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      "id": "tests_test_cache_test_semantic_prune_sweeps_both_namespaces_against_same_live_set",
      "community": 28,
      "norm_label": "test_semantic_prune_sweeps_both_namespaces_against_same_live_set()"
    },
    {
      "label": "test_save_semantic_cache_merge_existing_unions()",
      "file_type": "code",
      "source_file": "tests/test_cache.py",
      "source_location": "L716",
      "_origin": "ast",
      "id": "tests_test_cache_test_save_semantic_cache_merge_existing_unions",
      "community": 49,
      "norm_label": "test_save_semantic_cache_merge_existing_unions()"
    },
    {
      "label": "test_save_semantic_cache_drops_edges_to_out_of_scope_nodes()",
      "file_type": "code",
      "source_file": "tests/test_cache.py",
      "source_location": "L734",
      "_origin": "ast",
      "id": "tests_test_cache_test_save_semantic_cache_drops_edges_to_out_of_scope_nodes",
      "community": 19,
      "norm_label": "test_save_semantic_cache_drops_edges_to_out_of_scope_nodes()"
    },
    {
      "label": "test_save_semantic_cache_drops_edges_to_ghost_file_nodes()",
      "file_type": "code",
      "source_file": "tests/test_cache.py",
      "source_location": "L776",
      "_origin": "ast",
      "id": "tests_test_cache_test_save_semantic_cache_drops_edges_to_ghost_file_nodes",
      "community": 19,
      "norm_label": "test_save_semantic_cache_drops_edges_to_ghost_file_nodes()"
    },
    {
      "label": "test_save_semantic_cache_drops_hyperedges_touching_skipped_nodes()",
      "file_type": "code",
      "source_file": "tests/test_cache.py",
      "source_location": "L807",
      "_origin": "ast",
      "id": "tests_test_cache_test_save_semantic_cache_drops_hyperedges_touching_skipped_nodes",
      "community": 19,
      "norm_label": "test_save_semantic_cache_drops_hyperedges_touching_skipped_nodes()"
    },
    {
      "label": "test_save_semantic_cache_unscoped_preserves_dangling_refs_verbatim()",
      "file_type": "code",
      "source_file": "tests/test_cache.py",
      "source_location": "L839",
      "_origin": "ast",
      "id": "tests_test_cache_test_save_semantic_cache_unscoped_preserves_dangling_refs_verbatim",
      "community": 28,
      "norm_label": "test_save_semantic_cache_unscoped_preserves_dangling_refs_verbatim()"
    },
    {
      "label": "test_save_semantic_cache_merge_existing_prunes_only_incoming()",
      "file_type": "code",
      "source_file": "tests/test_cache.py",
      "source_location": "L866",
      "_origin": "ast",
      "id": "tests_test_cache_test_save_semantic_cache_merge_existing_prunes_only_incoming",
      "community": 49,
      "norm_label": "test_save_semantic_cache_merge_existing_prunes_only_incoming()"
    },
    {
      "label": "test_prompt_fingerprint_stable_and_prompt_sensitive()",
      "file_type": "code",
      "source_file": "tests/test_cache.py",
      "source_location": "L911",
      "_origin": "ast",
      "id": "tests_test_cache_test_prompt_fingerprint_stable_and_prompt_sensitive",
      "community": 19,
      "norm_label": "test_prompt_fingerprint_stable_and_prompt_sensitive()"
    },
    {
      "label": "test_prompt_fingerprint_ignores_line_endings()",
      "file_type": "code",
      "source_file": "tests/test_cache.py",
      "source_location": "L926",
      "_origin": "ast",
      "id": "tests_test_cache_test_prompt_fingerprint_ignores_line_endings",
      "community": 19,
      "norm_label": "test_prompt_fingerprint_ignores_line_endings()"
    },
    {
      "label": "test_semantic_cache_prompt_change_invalidates()",
      "file_type": "code",
      "source_file": "tests/test_cache.py",
      "source_location": "L935",
      "_origin": "ast",
      "id": "tests_test_cache_test_semantic_cache_prompt_change_invalidates",
      "community": 19,
      "norm_label": "test_semantic_cache_prompt_change_invalidates()"
    },
    {
      "label": "test_semantic_cache_prompt_namespaced_layout()",
      "file_type": "code",
      "source_file": "tests/test_cache.py",
      "source_location": "L965",
      "_origin": "ast",
      "id": "tests_test_cache_test_semantic_cache_prompt_namespaced_layout",
      "community": 19,
      "norm_label": "test_semantic_cache_prompt_namespaced_layout()"
    },
    {
      "label": "test_semantic_cache_prompt_and_mode_compose()",
      "file_type": "code",
      "source_file": "tests/test_cache.py",
      "source_location": "L982",
      "_origin": "ast",
      "id": "tests_test_cache_test_semantic_cache_prompt_and_mode_compose",
      "community": 19,
      "norm_label": "test_semantic_cache_prompt_and_mode_compose()"
    },
    {
      "label": "test_semantic_cache_legacy_entries_served_with_warning()",
      "file_type": "code",
      "source_file": "tests/test_cache.py",
      "source_location": "L1007",
      "_origin": "ast",
      "id": "tests_test_cache_test_semantic_cache_legacy_entries_served_with_warning",
      "community": 19,
      "norm_label": "test_semantic_cache_legacy_entries_served_with_warning()"
    },
    {
      "label": "test_semantic_cache_fingerprinted_entry_beats_legacy()",
      "file_type": "code",
      "source_file": "tests/test_cache.py",
      "source_location": "L1029",
      "_origin": "ast",
      "id": "tests_test_cache_test_semantic_cache_fingerprinted_entry_beats_legacy",
      "community": 19,
      "norm_label": "test_semantic_cache_fingerprinted_entry_beats_legacy()"
    },
    {
      "label": "test_semantic_cache_merge_existing_never_fuses_legacy_vintage()",
      "file_type": "code",
      "source_file": "tests/test_cache.py",
      "source_location": "L1050",
      "_origin": "ast",
      "id": "tests_test_cache_test_semantic_cache_merge_existing_never_fuses_legacy_vintage",
      "community": 49,
      "norm_label": "test_semantic_cache_merge_existing_never_fuses_legacy_vintage()"
    },
    {
      "label": "test_semantic_prune_and_clear_reach_fingerprint_subdirs()",
      "file_type": "code",
      "source_file": "tests/test_cache.py",
      "source_location": "L1073",
      "_origin": "ast",
      "id": "tests_test_cache_test_semantic_prune_and_clear_reach_fingerprint_subdirs",
      "community": 28,
      "norm_label": "test_semantic_prune_and_clear_reach_fingerprint_subdirs()"
    },
    {
      "label": "test_semantic_cache_unreadable_prompt_file_warns_and_falls_back()",
      "file_type": "code",
      "source_file": "tests/test_cache.py",
      "source_location": "L1098",
      "_origin": "ast",
      "id": "tests_test_cache_test_semantic_cache_unreadable_prompt_file_warns_and_falls_back",
      "community": 19,
      "norm_label": "test_semantic_cache_unreadable_prompt_file_warns_and_falls_back()"
    },
    {
      "label": "test_prompt_file_reflects_edited_spec()",
      "file_type": "code",
      "source_file": "tests/test_cache.py",
      "source_location": "L1116",
      "_origin": "ast",
      "id": "tests_test_cache_test_prompt_file_reflects_edited_spec",
      "community": 19,
      "norm_label": "test_prompt_file_reflects_edited_spec()"
    },
    {
      "label": "Tests for graphify/cache.py.",
      "file_type": "rationale",
      "source_file": "tests/test_cache.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_test_cache_rationale_1",
      "community": 19,
      "norm_label": "tests for graphify/cache.py."
    },
    {
      "label": "Same file gives same hash on repeated calls.",
      "file_type": "rationale",
      "source_file": "tests/test_cache.py",
      "source_location": "L20",
      "_origin": "ast",
      "id": "tests_test_cache_rationale_20",
      "community": 19,
      "norm_label": "same file gives same hash on repeated calls."
    },
    {
      "label": "Different file contents give different hashes.",
      "file_type": "rationale",
      "source_file": "tests/test_cache.py",
      "source_location": "L29",
      "_origin": "ast",
      "id": "tests_test_cache_rationale_29",
      "community": 19,
      "norm_label": "different file contents give different hashes."
    },
    {
      "label": "Save then load returns the same result dict.",
      "file_type": "rationale",
      "source_file": "tests/test_cache.py",
      "source_location": "L38",
      "_origin": "ast",
      "id": "tests_test_cache_rationale_38",
      "community": 49,
      "norm_label": "save then load returns the same result dict."
    },
    {
      "label": "After file content changes, load_cached returns None.",
      "file_type": "rationale",
      "source_file": "tests/test_cache.py",
      "source_location": "L46",
      "_origin": "ast",
      "id": "tests_test_cache_rationale_46",
      "community": 19,
      "norm_label": "after file content changes, load_cached returns none."
    },
    {
      "label": "cached_files returns the set of cached hashes.",
      "file_type": "rationale",
      "source_file": "tests/test_cache.py",
      "source_location": "L55",
      "_origin": "ast",
      "id": "tests_test_cache_rationale_55",
      "community": 28,
      "norm_label": "cached_files returns the set of cached hashes."
    },
    {
      "label": "clear_cache removes all .json files from graphify-out/cache/ (all subdirs).",
      "file_type": "rationale",
      "source_file": "tests/test_cache.py",
      "source_location": "L70",
      "_origin": "ast",
      "id": "tests_test_cache_rationale_70",
      "community": 194,
      "norm_label": "clear_cache removes all .json files from graphify-out/cache/ (all subdirs)."
    },
    {
      "label": "Changing only frontmatter fields in a .md file does not change the hash.",
      "file_type": "rationale",
      "source_file": "tests/test_cache.py",
      "source_location": "L80",
      "_origin": "ast",
      "id": "tests_test_cache_rationale_80",
      "community": 19,
      "norm_label": "changing only frontmatter fields in a .md file does not change the hash."
    },
    {
      "label": "Changing the body of a .md file produces a different hash.",
      "file_type": "rationale",
      "source_file": "tests/test_cache.py",
      "source_location": "L90",
      "_origin": "ast",
      "id": "tests_test_cache_rationale_90",
      "community": 19,
      "norm_label": "changing the body of a .md file produces a different hash."
    },
    {
      "label": "A .md file with no frontmatter is hashed by its full content.",
      "file_type": "rationale",
      "source_file": "tests/test_cache.py",
      "source_location": "L100",
      "_origin": "ast",
      "id": "tests_test_cache_rationale_100",
      "community": 19,
      "norm_label": "a .md file with no frontmatter is hashed by its full content."
    },
    {
      "label": "Non-.md files are still hashed by their full content.",
      "file_type": "rationale",
      "source_file": "tests/test_cache.py",
      "source_location": "L110",
      "_origin": "ast",
      "id": "tests_test_cache_rationale_110",
      "community": 19,
      "norm_label": "non-.md files are still hashed by their full content."
    },
    {
      "label": "_body_content correctly strips YAML frontmatter.",
      "file_type": "rationale",
      "source_file": "tests/test_cache.py",
      "source_location": "L120",
      "_origin": "ast",
      "id": "tests_test_cache_rationale_120",
      "community": 19,
      "norm_label": "_body_content correctly strips yaml frontmatter."
    },
    {
      "label": "_body_content returns content unchanged when no frontmatter present.",
      "file_type": "rationale",
      "source_file": "tests/test_cache.py",
      "source_location": "L126",
      "_origin": "ast",
      "id": "tests_test_cache_rationale_126",
      "community": 19,
      "norm_label": "_body_content returns content unchanged when no frontmatter present."
    },
    {
      "label": "A document opening with a ``----`` thematic break has no frontmatter;     a lat",
      "file_type": "rationale",
      "source_file": "tests/test_cache.py",
      "source_location": "L134",
      "_origin": "ast",
      "id": "tests_test_cache_rationale_134",
      "community": 19,
      "norm_label": "a document opening with a ``----`` thematic break has no frontmatter;     a lat"
    },
    {
      "label": "``--- title`` on the first line is prose, not an open delimiter.",
      "file_type": "rationale",
      "source_file": "tests/test_cache.py",
      "source_location": "L141",
      "_origin": "ast",
      "id": "tests_test_cache_rationale_141",
      "community": 19,
      "norm_label": "``--- title`` on the first line is prose, not an open delimiter."
    },
    {
      "label": "``--- text`` and ``----`` lines inside opened frontmatter are not the     close",
      "file_type": "rationale",
      "source_file": "tests/test_cache.py",
      "source_location": "L147",
      "_origin": "ast",
      "id": "tests_test_cache_rationale_147",
      "community": 19,
      "norm_label": "``--- text`` and ``----`` lines inside opened frontmatter are not the     close"
    },
    {
      "label": "A ``--- text`` line is skipped; the next whole ``---`` line closes.",
      "file_type": "rationale",
      "source_file": "tests/test_cache.py",
      "source_location": "L154",
      "_origin": "ast",
      "id": "tests_test_cache_rationale_154",
      "community": 19,
      "norm_label": "a ``--- text`` line is skipped; the next whole ``---`` line closes."
    },
    {
      "label": "For well-formed frontmatter the stripped body must stay byte-identical     to t",
      "file_type": "rationale",
      "source_file": "tests/test_cache.py",
      "source_location": "L160",
      "_origin": "ast",
      "id": "tests_test_cache_rationale_160",
      "community": 19,
      "norm_label": "for well-formed frontmatter the stripped body must stay byte-identical     to t"
    },
    {
      "label": "Editing content above a mid-document ``----`` break must change the     hash --",
      "file_type": "rationale",
      "source_file": "tests/test_cache.py",
      "source_location": "L181",
      "_origin": "ast",
      "id": "tests_test_cache_rationale_181",
      "community": 19,
      "norm_label": "editing content above a mid-document ``----`` break must change the     hash --"
    },
    {
      "label": "The on-disk cache JSON contains forward-slash relative source_file     entries",
      "file_type": "rationale",
      "source_file": "tests/test_cache.py",
      "source_location": "L198",
      "_origin": "ast",
      "id": "tests_test_cache_rationale_198",
      "community": 28,
      "norm_label": "the on-disk cache json contains forward-slash relative source_file     entries"
    },
    {
      "label": "``load_cached`` returns the same absolute-path shape that a fresh     extractio",
      "file_type": "rationale",
      "source_file": "tests/test_cache.py",
      "source_location": "L225",
      "_origin": "ast",
      "id": "tests_test_cache_rationale_225",
      "community": 49,
      "norm_label": "``load_cached`` returns the same absolute-path shape that a fresh     extractio"
    },
    {
      "label": "Cache entries written by an older graphify (with absolute source_file     insid",
      "file_type": "rationale",
      "source_file": "tests/test_cache.py",
      "source_location": "L246",
      "_origin": "ast",
      "id": "tests_test_cache_rationale_246",
      "community": 28,
      "norm_label": "cache entries written by an older graphify (with absolute source_file     insid"
    },
    {
      "label": "End-to-end portability: a cache entry written at one root can be     consumed a",
      "file_type": "rationale",
      "source_file": "tests/test_cache.py",
      "source_location": "L271",
      "_origin": "ast",
      "id": "tests_test_cache_rationale_271",
      "community": 19,
      "norm_label": "end-to-end portability: a cache entry written at one root can be     consumed a"
    },
    {
      "label": "An AST entry written by version X must not be served after upgrading     to ver",
      "file_type": "rationale",
      "source_file": "tests/test_cache.py",
      "source_location": "L311",
      "_origin": "ast",
      "id": "tests_test_cache_rationale_311",
      "community": 19,
      "norm_label": "an ast entry written by version x must not be served after upgrading     to ver"
    },
    {
      "label": "Upgrading removes AST entries left behind by previous versions so the     cache",
      "file_type": "rationale",
      "source_file": "tests/test_cache.py",
      "source_location": "L329",
      "_origin": "ast",
      "id": "tests_test_cache_rationale_329",
      "community": 28,
      "norm_label": "upgrading removes ast entries left behind by previous versions so the     cache"
    },
    {
      "label": "Entries written by pre-versioning graphify (flat cache/ or unversioned     cach",
      "file_type": "rationale",
      "source_file": "tests/test_cache.py",
      "source_location": "L350",
      "_origin": "ast",
      "id": "tests_test_cache_rationale_350",
      "community": 49,
      "norm_label": "entries written by pre-versioning graphify (flat cache/ or unversioned     cach"
    },
    {
      "label": "The semantic cache is deliberately not versioned: entries are produced     by t",
      "file_type": "rationale",
      "source_file": "tests/test_cache.py",
      "source_location": "L372",
      "_origin": "ast",
      "id": "tests_test_cache_rationale_372",
      "community": 28,
      "norm_label": "the semantic cache is deliberately not versioned: entries are produced     by t"
    },
    {
      "label": "``source_file`` for an in-root symlink must be stored under the     symlink's o",
      "file_type": "rationale",
      "source_file": "tests/test_cache.py",
      "source_location": "L393",
      "_origin": "ast",
      "id": "tests_test_cache_rationale_393",
      "community": 28,
      "norm_label": "``source_file`` for an in-root symlink must be stored under the     symlink's o"
    },
    {
      "label": "Changing a file's content leaves the old content-hash entry orphaned;     pruni",
      "file_type": "rationale",
      "source_file": "tests/test_cache.py",
      "source_location": "L426",
      "_origin": "ast",
      "id": "tests_test_cache_rationale_426",
      "community": 28,
      "norm_label": "changing a file's content leaves the old content-hash entry orphaned;     pruni"
    },
    {
      "label": "Pruning against the FULL live set must keep every live entry \u2014 guards     the t",
      "file_type": "rationale",
      "source_file": "tests/test_cache.py",
      "source_location": "L451",
      "_origin": "ast",
      "id": "tests_test_cache_rationale_451",
      "community": 28,
      "norm_label": "pruning against the full live set must keep every live entry \u2014 guards     the t"
    },
    {
      "label": "An entry for a file that no longer exists (dropped from the live set) is     pr",
      "file_type": "rationale",
      "source_file": "tests/test_cache.py",
      "source_location": "L472",
      "_origin": "ast",
      "id": "tests_test_cache_rationale_472",
      "community": 28,
      "norm_label": "an entry for a file that no longer exists (dropped from the live set) is     pr"
    },
    {
      "label": "Prune touches only cache/semantic/*.json: AST entries and atomic-write     *.tm",
      "file_type": "rationale",
      "source_file": "tests/test_cache.py",
      "source_location": "L491",
      "_origin": "ast",
      "id": "tests_test_cache_rationale_491",
      "community": 28,
      "norm_label": "prune touches only cache/semantic/*.json: ast entries and atomic-write     *.tm"
    },
    {
      "label": "Default save_semantic_cache replaces a file's cached entry (the final,     auth",
      "file_type": "rationale",
      "source_file": "tests/test_cache.py",
      "source_location": "L516",
      "_origin": "ast",
      "id": "tests_test_cache_rationale_516",
      "community": 49,
      "norm_label": "default save_semantic_cache replaces a file's cached entry (the final,     auth"
    },
    {
      "label": "#1757: an undispatched file must keep its complete cache entry when a     seman",
      "file_type": "rationale",
      "source_file": "tests/test_cache.py",
      "source_location": "L528",
      "_origin": "ast",
      "id": "tests_test_cache_rationale_528",
      "community": 49,
      "norm_label": "#1757: an undispatched file must keep its complete cache entry when a     seman"
    },
    {
      "label": "mode='deep' saves under cache/semantic-deep/ and reads back from it.",
      "file_type": "rationale",
      "source_file": "tests/test_cache.py",
      "source_location": "L580",
      "_origin": "ast",
      "id": "tests_test_cache_rationale_580",
      "community": 19,
      "norm_label": "mode='deep' saves under cache/semantic-deep/ and reads back from it."
    },
    {
      "label": "Deep entries must not satisfy mode=None reads (and plain entries must     not s",
      "file_type": "rationale",
      "source_file": "tests/test_cache.py",
      "source_location": "L607",
      "_origin": "ast",
      "id": "tests_test_cache_rationale_607",
      "community": 19,
      "norm_label": "deep entries must not satisfy mode=none reads (and plain entries must     not s"
    },
    {
      "label": "Omitting mode writes exactly the historical cache/semantic/ layout \u2014     forwar",
      "file_type": "rationale",
      "source_file": "tests/test_cache.py",
      "source_location": "L637",
      "_origin": "ast",
      "id": "tests_test_cache_rationale_637",
      "community": 19,
      "norm_label": "omitting mode writes exactly the historical cache/semantic/ layout \u2014     forwar"
    },
    {
      "label": "clear_cache sweeps cache/semantic-deep/ alongside semantic/ and ast/.",
      "file_type": "rationale",
      "source_file": "tests/test_cache.py",
      "source_location": "L654",
      "_origin": "ast",
      "id": "tests_test_cache_rationale_654",
      "community": 194,
      "norm_label": "clear_cache sweeps cache/semantic-deep/ alongside semantic/ and ast/."
    },
    {
      "label": "cached_files reports deep-namespace entries too.",
      "file_type": "rationale",
      "source_file": "tests/test_cache.py",
      "source_location": "L673",
      "_origin": "ast",
      "id": "tests_test_cache_rationale_673",
      "community": 28,
      "norm_label": "cached_files reports deep-namespace entries too."
    },
    {
      "label": "#1894 follow-up to #1527: prune must sweep cache/semantic/ AND     cache/semant",
      "file_type": "rationale",
      "source_file": "tests/test_cache.py",
      "source_location": "L684",
      "_origin": "ast",
      "id": "tests_test_cache_rationale_684",
      "community": 28,
      "norm_label": "#1894 follow-up to #1527: prune must sweep cache/semantic/ and     cache/semant"
    },
    {
      "label": "#1715: merge_existing=True unions with the prior entry so a file split     acro",
      "file_type": "rationale",
      "source_file": "tests/test_cache.py",
      "source_location": "L717",
      "_origin": "ast",
      "id": "tests_test_cache_rationale_717",
      "community": 49,
      "norm_label": "#1715: merge_existing=true unions with the prior entry so a file split     acro"
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    {
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      "file_type": "code",
      "source_file": "tests/test_cargo_introspect.py",
      "source_location": "L147",
      "_origin": "ast",
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      "community": 98,
      "norm_label": "test_cargo_introspect_old_manifest_keeps_internal_path_dep_and_skips_external()"
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      "norm_label": "test_cargo_introspect_modern_virtual_and_root_package_workspaces()"
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      "label": "test_cargo_introspect_large_workspace_dependency_chain()",
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      "norm_label": "test_cargo_introspect_large_workspace_dependency_chain()"
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      "norm_label": "test_cargo_introspect_package_rename_falls_through_when_unresolved()"
    },
    {
      "label": "Real workspace: pin raw graph fields while excluding registry-only deps.",
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      "_origin": "ast",
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      "norm_label": "real workspace: pin raw graph fields while excluding registry-only deps."
    },
    {
      "label": "Malformed manifests surface the TOML parser failure, not an arbitrary crash.",
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      "source_file": "tests/test_cargo_introspect.py",
      "source_location": "L77",
      "_origin": "ast",
      "id": "tests_test_cargo_introspect_rationale_77",
      "community": 98,
      "norm_label": "malformed manifests surface the toml parser failure, not an arbitrary crash."
    },
    {
      "label": "Degenerate but parseable manifests should not invent graph data or crash.",
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      "source_file": "tests/test_cargo_introspect.py",
      "source_location": "L94",
      "_origin": "ast",
      "id": "tests_test_cargo_introspect_rationale_94",
      "community": 98,
      "norm_label": "degenerate but parseable manifests should not invent graph data or crash."
    },
    {
      "label": "Legacy manifests still resolve path deps and ignore bare-string externals.",
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      "source_file": "tests/test_cargo_introspect.py",
      "source_location": "L148",
      "_origin": "ast",
      "id": "tests_test_cargo_introspect_rationale_148",
      "community": 98,
      "norm_label": "legacy manifests still resolve path deps and ignore bare-string externals."
    },
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      "label": "Modern workspace forms cover virtual roots, workspace deps, and root packages.",
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      "source_file": "tests/test_cargo_introspect.py",
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      "_origin": "ast",
      "id": "tests_test_cargo_introspect_rationale_195",
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      "norm_label": "modern workspace forms cover virtual roots, workspace deps, and root packages."
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      "label": "Large deterministic workspace proves chain extraction scales by shape, not timin",
      "file_type": "rationale",
      "source_file": "tests/test_cargo_introspect.py",
      "source_location": "L307",
      "_origin": "ast",
      "id": "tests_test_cargo_introspect_rationale_307",
      "community": 98,
      "norm_label": "large deterministic workspace proves chain extraction scales by shape, not timin"
    },
    {
      "label": "Renamed workspace-internal deps still produce a `crate_depends_on` edge (#1858).",
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      "source_file": "tests/test_cargo_introspect.py",
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      "_origin": "ast",
      "id": "tests_test_cargo_introspect_rationale_369",
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      "norm_label": "renamed workspace-internal deps still produce a `crate_depends_on` edge (#1858)."
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      "source_file": "tests/test_cargo_introspect.py",
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      "_origin": "ast",
      "id": "tests_test_cargo_introspect_rationale_426",
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      "norm_label": "a rename pointing at an external (non-workspace) crate stays a no-op.      gua"
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      "label": "_labels()",
      "file_type": "code",
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      "_origin": "ast",
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      "_origin": "ast",
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      "_origin": "ast",
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      "community": 84,
      "norm_label": "test_adaptive_retry_marks_max_depth_giveup_partial()"
    },
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      "label": "test_adaptive_retry_successful_split_is_not_marked_partial()",
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      "source_file": "tests/test_chunking.py",
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      "community": 84,
      "norm_label": "test_adaptive_retry_successful_split_is_not_marked_partial()"
    },
    {
      "label": "test_corpus_parallel_uses_adaptive_retry()",
      "file_type": "code",
      "source_file": "tests/test_chunking.py",
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      "_origin": "ast",
      "id": "tests_test_chunking_test_corpus_parallel_uses_adaptive_retry",
      "community": 27,
      "norm_label": "test_corpus_parallel_uses_adaptive_retry()"
    },
    {
      "label": "test_estimate_file_tokens_handles_tiktoken_special_token()",
      "file_type": "code",
      "source_file": "tests/test_chunking.py",
      "source_location": "L842",
      "_origin": "ast",
      "id": "tests_test_chunking_test_estimate_file_tokens_handles_tiktoken_special_token",
      "community": 27,
      "norm_label": "test_estimate_file_tokens_handles_tiktoken_special_token()"
    },
    {
      "label": "test_pack_chunks_with_special_token_doc_does_not_crash()",
      "file_type": "code",
      "source_file": "tests/test_chunking.py",
      "source_location": "L857",
      "_origin": "ast",
      "id": "tests_test_chunking_test_pack_chunks_with_special_token_doc_does_not_crash",
      "community": 27,
      "norm_label": "test_pack_chunks_with_special_token_doc_does_not_crash()"
    },
    {
      "label": "Tests for token-aware chunking and parallel chunk execution in graphify.llm.",
      "file_type": "rationale",
      "source_file": "tests/test_chunking.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_test_chunking_rationale_1",
      "community": 27,
      "norm_label": "tests for token-aware chunking and parallel chunk execution in graphify.llm."
    },
    {
      "label": "Force the chars/4 fallback so packing math is deterministic regardless     of w",
      "file_type": "rationale",
      "source_file": "tests/test_chunking.py",
      "source_location": "L11",
      "_origin": "ast",
      "id": "tests_test_chunking_rationale_11",
      "community": 27,
      "norm_label": "force the chars/4 fallback so packing math is deterministic regardless     of w"
    },
    {
      "label": "Many small files should land in a single chunk, not one chunk per file.",
      "file_type": "rationale",
      "source_file": "tests/test_chunking.py",
      "source_location": "L23",
      "_origin": "ast",
      "id": "tests_test_chunking_rationale_23",
      "community": 27,
      "norm_label": "many small files should land in a single chunk, not one chunk per file."
    },
    {
      "label": "When the next file would push the chunk past the budget, start a new chunk.",
      "file_type": "rationale",
      "source_file": "tests/test_chunking.py",
      "source_location": "L38",
      "_origin": "ast",
      "id": "tests_test_chunking_rationale_38",
      "community": 27,
      "norm_label": "when the next file would push the chunk past the budget, start a new chunk."
    },
    {
      "label": "Files in the same directory should land in the same chunk when they fit.",
      "file_type": "rationale",
      "source_file": "tests/test_chunking.py",
      "source_location": "L59",
      "_origin": "ast",
      "id": "tests_test_chunking_rationale_59",
      "community": 27,
      "norm_label": "files in the same directory should land in the same chunk when they fit."
    },
    {
      "label": "A file larger than the budget can't be split \u2014 it goes alone in a chunk.",
      "file_type": "rationale",
      "source_file": "tests/test_chunking.py",
      "source_location": "L87",
      "_origin": "ast",
      "id": "tests_test_chunking_rationale_87",
      "community": 27,
      "norm_label": "a file larger than the budget can't be split \u2014 it goes alone in a chunk."
    },
    {
      "label": "When tiktoken is installed, the estimator should call into it for     accurate",
      "file_type": "rationale",
      "source_file": "tests/test_chunking.py",
      "source_location": "L111",
      "_origin": "ast",
      "id": "tests_test_chunking_rationale_111",
      "community": 27,
      "norm_label": "when tiktoken is installed, the estimator should call into it for     accurate"
    },
    {
      "label": "Without tiktoken installed, the estimator falls back to chars/4.",
      "file_type": "rationale",
      "source_file": "tests/test_chunking.py",
      "source_location": "L130",
      "_origin": "ast",
      "id": "tests_test_chunking_rationale_130",
      "community": 27,
      "norm_label": "without tiktoken installed, the estimator falls back to chars/4."
    },
    {
      "label": "Build a deterministic fake extraction result for a chunk.",
      "file_type": "rationale",
      "source_file": "tests/test_chunking.py",
      "source_location": "L145",
      "_origin": "ast",
      "id": "tests_test_chunking_rationale_145",
      "community": 27,
      "norm_label": "build a deterministic fake extraction result for a chunk."
    },
    {
      "label": "With max_concurrency > 1, total wall time should be ~max(chunk times),     not",
      "file_type": "rationale",
      "source_file": "tests/test_chunking.py",
      "source_location": "L156",
      "_origin": "ast",
      "id": "tests_test_chunking_rationale_156",
      "community": 27,
      "norm_label": "with max_concurrency > 1, total wall time should be ~max(chunk times),     not"
    },
    {
      "label": "max_concurrency=1 should run sequentially (no thread pool).",
      "file_type": "rationale",
      "source_file": "tests/test_chunking.py",
      "source_location": "L183",
      "_origin": "ast",
      "id": "tests_test_chunking_rationale_183",
      "community": 27,
      "norm_label": "max_concurrency=1 should run sequentially (no thread pool)."
    },
    {
      "label": "#1632: merged node/edge order must be deterministic (submission order),     not",
      "file_type": "rationale",
      "source_file": "tests/test_chunking.py",
      "source_location": "L207",
      "_origin": "ast",
      "id": "tests_test_chunking_rationale_207",
      "community": 27,
      "norm_label": "#1632: merged node/edge order must be deterministic (submission order),     not"
    },
    {
      "label": "A single chunk raising should be logged but not abort the run.     Other chunks",
      "file_type": "rationale",
      "source_file": "tests/test_chunking.py",
      "source_location": "L254",
      "_origin": "ast",
      "id": "tests_test_chunking_rationale_254",
      "community": 27,
      "norm_label": "a single chunk raising should be logged but not abort the run.     other chunks"
    },
    {
      "label": "#1757: the per-chunk incremental checkpoint must not let a chunk's     mis-attr",
      "file_type": "rationale",
      "source_file": "tests/test_chunking.py",
      "source_location": "L283",
      "_origin": "ast",
      "id": "tests_test_chunking_rationale_283",
      "community": 27,
      "norm_label": "#1757: the per-chunk incremental checkpoint must not let a chunk's     mis-attr"
    },
    {
      "label": "A single-file chunk that stays truncated is checkpointed as a PARTIAL     entry",
      "file_type": "rationale",
      "source_file": "tests/test_chunking.py",
      "source_location": "L333",
      "_origin": "ast",
      "id": "tests_test_chunking_rationale_333",
      "community": 27,
      "norm_label": "a single-file chunk that stays truncated is checkpointed as a partial     entry"
    },
    {
      "label": "#1894: the per-chunk checkpoint must follow the run's mode \u2014 a     deep_mode=Tr",
      "file_type": "rationale",
      "source_file": "tests/test_chunking.py",
      "source_location": "L360",
      "_origin": "ast",
      "id": "tests_test_chunking_rationale_360",
      "community": 27,
      "norm_label": "#1894: the per-chunk checkpoint must follow the run's mode \u2014 a     deep_mode=tr"
    },
    {
      "label": "#1890: a chunk can return a clean, non-empty response that omits some of the",
      "file_type": "rationale",
      "source_file": "tests/test_chunking.py",
      "source_location": "L396",
      "_origin": "ast",
      "id": "tests_test_chunking_rationale_396",
      "community": 27,
      "norm_label": "#1890: a chunk can return a clean, non-empty response that omits some of the"
    },
    {
      "label": "#1895: the #1757 cache guard skips the CACHE write for a node attributed     to",
      "file_type": "rationale",
      "source_file": "tests/test_chunking.py",
      "source_location": "L430",
      "_origin": "ast",
      "id": "tests_test_chunking_rationale_430",
      "community": 27,
      "norm_label": "#1895: the #1757 cache guard skips the cache write for a node attributed     to"
    },
    {
      "label": "Counter-test: a clean run records out_of_scope_dropped == 0 and no warning.",
      "file_type": "rationale",
      "source_file": "tests/test_chunking.py",
      "source_location": "L493",
      "_origin": "ast",
      "id": "tests_test_chunking_rationale_493",
      "community": 27,
      "norm_label": "counter-test: a clean run records out_of_scope_dropped == 0 and no warning."
    },
    {
      "label": "#1870: the checkpoint's allowlist must resolve a FileSlice to its parent     pa",
      "file_type": "rationale",
      "source_file": "tests/test_chunking.py",
      "source_location": "L516",
      "_origin": "ast",
      "id": "tests_test_chunking_rationale_516",
      "community": 27,
      "norm_label": "#1870: the checkpoint's allowlist must resolve a fileslice to its parent     pa"
    },
    {
      "label": "token_budget=None should fall back to legacy fixed-count chunking.",
      "file_type": "rationale",
      "source_file": "tests/test_chunking.py",
      "source_location": "L557",
      "_origin": "ast",
      "id": "tests_test_chunking_rationale_557",
      "community": 27,
      "norm_label": "token_budget=none should fall back to legacy fixed-count chunking."
    },
    {
      "label": "With the default token_budget, many tiny files pack into one chunk.",
      "file_type": "rationale",
      "source_file": "tests/test_chunking.py",
      "source_location": "L581",
      "_origin": "ast",
      "id": "tests_test_chunking_rationale_581",
      "community": 27,
      "norm_label": "with the default token_budget, many tiny files pack into one chunk."
    },
    {
      "label": "Build a stub extraction result with a controllable finish_reason.",
      "file_type": "rationale",
      "source_file": "tests/test_chunking.py",
      "source_location": "L606",
      "_origin": "ast",
      "id": "tests_test_chunking_rationale_606",
      "community": 27,
      "norm_label": "build a stub extraction result with a controllable finish_reason."
    },
    {
      "label": "No retry when finish_reason='stop' \u2014 single call, result passes through.",
      "file_type": "rationale",
      "source_file": "tests/test_chunking.py",
      "source_location": "L618",
      "_origin": "ast",
      "id": "tests_test_chunking_rationale_618",
      "community": 84,
      "norm_label": "no retry when finish_reason='stop' \u2014 single call, result passes through."
    },
    {
      "label": "finish_reason='length' triggers split-in-half. Both halves succeed     on the s",
      "file_type": "rationale",
      "source_file": "tests/test_chunking.py",
      "source_location": "L641",
      "_origin": "ast",
      "id": "tests_test_chunking_rationale_641",
      "community": 84,
      "norm_label": "finish_reason='length' triggers split-in-half. both halves succeed     on the s"
    },
    {
      "label": "When even the half-chunk truncates, split again. With 8 files and a     truncat",
      "file_type": "rationale",
      "source_file": "tests/test_chunking.py",
      "source_location": "L667",
      "_origin": "ast",
      "id": "tests_test_chunking_rationale_667",
      "community": 84,
      "norm_label": "when even the half-chunk truncates, split again. with 8 files and a     truncat"
    },
    {
      "label": "If everything truncates, retries stop at max_depth \u2014 partial result     kept wi",
      "file_type": "rationale",
      "source_file": "tests/test_chunking.py",
      "source_location": "L694",
      "_origin": "ast",
      "id": "tests_test_chunking_rationale_694",
      "community": 84,
      "norm_label": "if everything truncates, retries stop at max_depth \u2014 partial result     kept wi"
    },
    {
      "label": "A single file that truncates can't be split further \u2014 surface a     warning and",
      "file_type": "rationale",
      "source_file": "tests/test_chunking.py",
      "source_location": "L720",
      "_origin": "ast",
      "id": "tests_test_chunking_rationale_720",
      "community": 84,
      "norm_label": "a single file that truncates can't be split further \u2014 surface a     warning and"
    },
    {
      "label": "A non-splittable single-file truncation keeps its partial result but     marks",
      "file_type": "rationale",
      "source_file": "tests/test_chunking.py",
      "source_location": "L743",
      "_origin": "ast",
      "id": "tests_test_chunking_rationale_743",
      "community": 84,
      "norm_label": "a non-splittable single-file truncation keeps its partial result but     marks"
    },
    {
      "label": "When recursion caps at max_depth with everything still truncated, the     merge",
      "file_type": "rationale",
      "source_file": "tests/test_chunking.py",
      "source_location": "L762",
      "_origin": "ast",
      "id": "tests_test_chunking_rationale_762",
      "community": 84,
      "norm_label": "when recursion caps at max_depth with everything still truncated, the     merge"
    },
    {
      "label": "A truncation that IS recovered by splitting yields a complete result \u2014     it m",
      "file_type": "rationale",
      "source_file": "tests/test_chunking.py",
      "source_location": "L783",
      "_origin": "ast",
      "id": "tests_test_chunking_rationale_783",
      "community": 84,
      "norm_label": "a truncation that is recovered by splitting yields a complete result \u2014     it m"
    },
    {
      "label": "End-to-end: extract_corpus_parallel routes through adaptive retry,     so a chu",
      "file_type": "rationale",
      "source_file": "tests/test_chunking.py",
      "source_location": "L805",
      "_origin": "ast",
      "id": "tests_test_chunking_rationale_805",
      "community": 27,
      "norm_label": "end-to-end: extract_corpus_parallel routes through adaptive retry,     so a chu"
    },
    {
      "label": "A doc containing a literal tiktoken special token (e.g. <|endoftext|>)     must",
      "file_type": "rationale",
      "source_file": "tests/test_chunking.py",
      "source_location": "L843",
      "_origin": "ast",
      "id": "tests_test_chunking_rationale_843",
      "community": 27,
      "norm_label": "a doc containing a literal tiktoken special token (e.g. <|endoftext|>)     must"
    },
    {
      "label": "End to end: packing a corpus that includes a special-token doc must not     rai",
      "file_type": "rationale",
      "source_file": "tests/test_chunking.py",
      "source_location": "L858",
      "_origin": "ast",
      "id": "tests_test_chunking_rationale_858",
      "community": 27,
      "norm_label": "end to end: packing a corpus that includes a special-token doc must not     rai"
    },
    {
      "label": "test_cjs_module_extension.py",
      "file_type": "code",
      "source_file": "tests/test_cjs_module_extension.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_test_cjs_module_extension",
      "community": 230,
      "norm_label": "test_cjs_module_extension.py"
    },
    {
      "label": "_labels()",
      "file_type": "code",
      "source_file": "tests/test_cjs_module_extension.py",
      "source_location": "L21",
      "_origin": "ast",
      "id": "tests_test_cjs_module_extension_labels",
      "community": 230,
      "norm_label": "_labels()"
    },
    {
      "label": "test_cjs_registered_as_code()",
      "file_type": "code",
      "source_file": "tests/test_cjs_module_extension.py",
      "source_location": "L25",
      "_origin": "ast",
      "id": "tests_test_cjs_module_extension_test_cjs_registered_as_code",
      "community": 230,
      "norm_label": "test_cjs_registered_as_code()"
    },
    {
      "label": "test_cjs_in_extractor_dispatch()",
      "file_type": "code",
      "source_file": "tests/test_cjs_module_extension.py",
      "source_location": "L30",
      "_origin": "ast",
      "id": "tests_test_cjs_module_extension_test_cjs_in_extractor_dispatch",
      "community": 230,
      "norm_label": "test_cjs_in_extractor_dispatch()"
    },
    {
      "label": "test_cjs_in_js_language_family()",
      "file_type": "code",
      "source_file": "tests/test_cjs_module_extension.py",
      "source_location": "L35",
      "_origin": "ast",
      "id": "tests_test_cjs_module_extension_test_cjs_in_js_language_family",
      "community": 230,
      "norm_label": "test_cjs_in_js_language_family()"
    },
    {
      "label": "test_cjs_in_js_resolution_sets()",
      "file_type": "code",
      "source_file": "tests/test_cjs_module_extension.py",
      "source_location": "L40",
      "_origin": "ast",
      "id": "tests_test_cjs_module_extension_test_cjs_in_js_resolution_sets",
      "community": 230,
      "norm_label": "test_cjs_in_js_resolution_sets()"
    },
    {
      "label": "test_cjs_in_hook_source_exts()",
      "file_type": "code",
      "source_file": "tests/test_cjs_module_extension.py",
      "source_location": "L46",
      "_origin": "ast",
      "id": "tests_test_cjs_module_extension_test_cjs_in_hook_source_exts",
      "community": 230,
      "norm_label": "test_cjs_in_hook_source_exts()"
    },
    {
      "label": "_extract()",
      "file_type": "code",
      "source_file": "tests/test_cjs_module_extension.py",
      "source_location": "L67",
      "_origin": "ast",
      "id": "tests_test_cjs_module_extension_extract",
      "community": 230,
      "norm_label": "_extract()"
    },
    {
      "label": "Path",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "tests_test_cjs_module_extension_py_path",
      "community": 230,
      "norm_label": "path"
    },
    {
      "label": "test_cjs_extracts_like_js()",
      "file_type": "code",
      "source_file": "tests/test_cjs_module_extension.py",
      "source_location": "L74",
      "_origin": "ast",
      "id": "tests_test_cjs_module_extension_test_cjs_extracts_like_js",
      "community": 230,
      "norm_label": "test_cjs_extracts_like_js()"
    },
    {
      "label": "CommonJS module extension (`.cjs`) is treated as code.  `.cjs` is the explicit",
      "file_type": "rationale",
      "source_file": "tests/test_cjs_module_extension.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_test_cjs_module_extension_rationale_1",
      "community": 230,
      "norm_label": "commonjs module extension (`.cjs`) is treated as code.  `.cjs` is the explicit"
    },
    {
      "label": "test_claude_cli_backend.py",
      "file_type": "code",
      "source_file": "tests/test_claude_cli_backend.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_test_claude_cli_backend",
      "community": 32,
      "norm_label": "test_claude_cli_backend.py"
    },
    {
      "label": "fake_claude()",
      "file_type": "code",
      "source_file": "tests/test_claude_cli_backend.py",
      "source_location": "L44",
      "_origin": "ast",
      "id": "tests_test_claude_cli_backend_fake_claude",
      "community": 32,
      "norm_label": "fake_claude()"
    },
    {
      "label": "test_returns_parsed_nodes_and_edges()",
      "file_type": "code",
      "source_file": "tests/test_claude_cli_backend.py",
      "source_location": "L52",
      "_origin": "ast",
      "id": "tests_test_claude_cli_backend_test_returns_parsed_nodes_and_edges",
      "community": 32,
      "norm_label": "test_returns_parsed_nodes_and_edges()"
    },
    {
      "label": "test_token_accounting_includes_cache()",
      "file_type": "code",
      "source_file": "tests/test_claude_cli_backend.py",
      "source_location": "L58",
      "_origin": "ast",
      "id": "tests_test_claude_cli_backend_test_token_accounting_includes_cache",
      "community": 32,
      "norm_label": "test_token_accounting_includes_cache()"
    },
    {
      "label": "test_finish_reason_length_on_max_tokens()",
      "file_type": "code",
      "source_file": "tests/test_claude_cli_backend.py",
      "source_location": "L66",
      "_origin": "ast",
      "id": "tests_test_claude_cli_backend_test_finish_reason_length_on_max_tokens",
      "community": 32,
      "norm_label": "test_finish_reason_length_on_max_tokens()"
    },
    {
      "label": "test_raises_when_cli_missing()",
      "file_type": "code",
      "source_file": "tests/test_claude_cli_backend.py",
      "source_location": "L76",
      "_origin": "ast",
      "id": "tests_test_claude_cli_backend_test_raises_when_cli_missing",
      "community": 32,
      "norm_label": "test_raises_when_cli_missing()"
    },
    {
      "label": "test_raises_on_nonzero_exit()",
      "file_type": "code",
      "source_file": "tests/test_claude_cli_backend.py",
      "source_location": "L82",
      "_origin": "ast",
      "id": "tests_test_claude_cli_backend_test_raises_on_nonzero_exit",
      "community": 32,
      "norm_label": "test_raises_on_nonzero_exit()"
    },
    {
      "label": "test_raises_on_garbage_envelope()",
      "file_type": "code",
      "source_file": "tests/test_claude_cli_backend.py",
      "source_location": "L90",
      "_origin": "ast",
      "id": "tests_test_claude_cli_backend_test_raises_on_garbage_envelope",
      "community": 32,
      "norm_label": "test_raises_on_garbage_envelope()"
    },
    {
      "label": "test_extract_files_direct_dispatches_to_claude_cli()",
      "file_type": "code",
      "source_file": "tests/test_claude_cli_backend.py",
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      "label": "test_export_html_falls_back_to_node_community_attribute()",
      "file_type": "code",
      "source_file": "tests/test_cli_export.py",
      "source_location": "L452",
      "_origin": "ast",
      "id": "tests_test_cli_export_test_export_html_falls_back_to_node_community_attribute",
      "community": 46,
      "norm_label": "test_export_html_falls_back_to_node_community_attribute()"
    },
    {
      "label": "test_export_html_fallback_recovers_multiple_communities()",
      "file_type": "code",
      "source_file": "tests/test_cli_export.py",
      "source_location": "L473",
      "_origin": "ast",
      "id": "tests_test_cli_export_test_export_html_fallback_recovers_multiple_communities",
      "community": 46,
      "norm_label": "test_export_html_fallback_recovers_multiple_communities()"
    },
    {
      "label": "test_export_html_no_community_data_at_all_still_succeeds()",
      "file_type": "code",
      "source_file": "tests/test_cli_export.py",
      "source_location": "L502",
      "_origin": "ast",
      "id": "tests_test_cli_export_test_export_html_no_community_data_at_all_still_succeeds",
      "community": 46,
      "norm_label": "test_export_html_no_community_data_at_all_still_succeeds()"
    },
    {
      "label": "test_graph_json_node_ids_are_portable_across_checkout_paths()",
      "file_type": "code",
      "source_file": "tests/test_cli_export.py",
      "source_location": "L525",
      "_origin": "ast",
      "id": "tests_test_cli_export_test_graph_json_node_ids_are_portable_across_checkout_paths",
      "community": 48,
      "norm_label": "test_graph_json_node_ids_are_portable_across_checkout_paths()"
    },
    {
      "label": "Integration tests for graphify export subcommands and CLI commands.  Each test",
      "file_type": "rationale",
      "source_file": "tests/test_cli_export.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_test_cli_export_rationale_1",
      "community": 46,
      "norm_label": "integration tests for graphify export subcommands and cli commands.  each test"
    },
    {
      "label": "Build a minimal graph.json + analysis/labels files in tmp_path/graphify-out/.",
      "file_type": "rationale",
      "source_file": "tests/test_cli_export.py",
      "source_location": "L30",
      "_origin": "ast",
      "id": "tests_test_cli_export_rationale_30",
      "community": 46,
      "norm_label": "build a minimal graph.json + analysis/labels files in tmp_path/graphify-out/."
    },
    {
      "label": "#1423: `graphify extract` honours GRAPHIFY_OUT for where it WRITES, not only",
      "file_type": "rationale",
      "source_file": "tests/test_cli_export.py",
      "source_location": "L210",
      "_origin": "ast",
      "id": "tests_test_cli_export_rationale_210",
      "community": 46,
      "norm_label": "#1423: `graphify extract` honours graphify_out for where it writes, not only"
    },
    {
      "label": "cluster-only must not crash with FileNotFoundError when graphify-out/ is absent",
      "file_type": "rationale",
      "source_file": "tests/test_cli_export.py",
      "source_location": "L304",
      "_origin": "ast",
      "id": "tests_test_cli_export_rationale_304",
      "community": 46,
      "norm_label": "cluster-only must not crash with filenotfounderror when graphify-out/ is absent"
    },
    {
      "label": "#1747 Case 2: `cluster-only --graph <elsewhere>/graphify-out/graph.json`     mu",
      "file_type": "rationale",
      "source_file": "tests/test_cli_export.py",
      "source_location": "L325",
      "_origin": "ast",
      "id": "tests_test_cli_export_rationale_325",
      "community": 46,
      "norm_label": "#1747 case 2: `cluster-only --graph <elsewhere>/graphify-out/graph.json`     mu"
    },
    {
      "label": "#1747 Case 1: `extract <corpus> --out <elsewhere>` must not leave a stray     g",
      "file_type": "rationale",
      "source_file": "tests/test_cli_export.py",
      "source_location": "L344",
      "_origin": "ast",
      "id": "tests_test_cli_export_rationale_344",
      "community": 46,
      "norm_label": "#1747 case 1: `extract <corpus> --out <elsewhere>` must not leave a stray     g"
    },
    {
      "label": "cluster-only must refresh .graphify_analysis.json alongside graph.json.      D",
      "file_type": "rationale",
      "source_file": "tests/test_cli_export.py",
      "source_location": "L363",
      "_origin": "ast",
      "id": "tests_test_cli_export_rationale_363",
      "community": 46,
      "norm_label": "cluster-only must refresh .graphify_analysis.json alongside graph.json.      d"
    },
    {
      "label": "cluster-only must invoke remap_communities_to_previous so the existing     .gra",
      "file_type": "rationale",
      "source_file": "tests/test_cli_export.py",
      "source_location": "L393",
      "_origin": "ast",
      "id": "tests_test_cli_export_rationale_393",
      "community": 46,
      "norm_label": "cluster-only must invoke remap_communities_to_previous so the existing     .gra"
    },
    {
      "label": "When .graphify_analysis.json is absent, export html should reconstruct     comm",
      "file_type": "rationale",
      "source_file": "tests/test_cli_export.py",
      "source_location": "L453",
      "_origin": "ast",
      "id": "tests_test_cli_export_rationale_453",
      "community": 46,
      "norm_label": "when .graphify_analysis.json is absent, export html should reconstruct     comm"
    },
    {
      "label": "Stronger assertion: the reconstructed `communities` dict should have the     SA",
      "file_type": "rationale",
      "source_file": "tests/test_cli_export.py",
      "source_location": "L474",
      "_origin": "ast",
      "id": "tests_test_cli_export_rationale_474",
      "community": 46,
      "norm_label": "stronger assertion: the reconstructed `communities` dict should have the     sa"
    },
    {
      "label": "If a graph.json was somehow written without any per-node `community`     attrib",
      "file_type": "rationale",
      "source_file": "tests/test_cli_export.py",
      "source_location": "L503",
      "_origin": "ast",
      "id": "tests_test_cli_export_rationale_503",
      "community": 46,
      "norm_label": "if a graph.json was somehow written without any per-node `community`     attrib"
    },
    {
      "label": "#1789: the committed graph.json's node ids must be relative to the scan     roo",
      "file_type": "rationale",
      "source_file": "tests/test_cli_export.py",
      "source_location": "L526",
      "_origin": "ast",
      "id": "tests_test_cli_export_rationale_526",
      "community": 48,
      "norm_label": "#1789: the committed graph.json's node ids must be relative to the scan     roo"
    },
    {
      "label": "test_cluster.py",
      "file_type": "code",
      "source_file": "tests/test_cluster.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_test_cluster",
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      "norm_label": "test_cluster.py"
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      "label": "make_graph()",
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      "source_file": "tests/test_cluster.py",
      "source_location": "L10",
      "_origin": "ast",
      "id": "tests_test_cluster_make_graph",
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      "norm_label": "make_graph()"
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      "_origin": "ast",
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      "norm_label": "test_cluster_returns_dict()"
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      "label": "test_cluster_covers_all_nodes()",
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      "norm_label": "test_cluster_covers_all_nodes()"
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      "label": "test_cohesion_score_complete_graph()",
      "file_type": "code",
      "source_file": "tests/test_cluster.py",
      "source_location": "L24",
      "_origin": "ast",
      "id": "tests_test_cluster_test_cohesion_score_complete_graph",
      "community": 150,
      "norm_label": "test_cohesion_score_complete_graph()"
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      "label": "test_cohesion_score_single_node()",
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      "source_file": "tests/test_cluster.py",
      "source_location": "L30",
      "_origin": "ast",
      "id": "tests_test_cluster_test_cohesion_score_single_node",
      "community": 150,
      "norm_label": "test_cohesion_score_single_node()"
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      "label": "test_cohesion_score_disconnected()",
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      "_origin": "ast",
      "id": "tests_test_cluster_test_cohesion_score_disconnected",
      "community": 150,
      "norm_label": "test_cohesion_score_disconnected()"
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    {
      "label": "test_cohesion_score_range()",
      "file_type": "code",
      "source_file": "tests/test_cluster.py",
      "source_location": "L42",
      "_origin": "ast",
      "id": "tests_test_cluster_test_cohesion_score_range",
      "community": 150,
      "norm_label": "test_cohesion_score_range()"
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      "label": "test_score_all_keys_match_communities()",
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      "source_file": "tests/test_cluster.py",
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      "_origin": "ast",
      "id": "tests_test_cluster_test_score_all_keys_match_communities",
      "community": 150,
      "norm_label": "test_score_all_keys_match_communities()"
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      "label": "test_cluster_does_not_write_to_stdout()",
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      "_origin": "ast",
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      "label": "test_remap_communities_to_previous_reuses_old_ids()",
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      "source_file": "tests/test_cluster.py",
      "source_location": "L79",
      "_origin": "ast",
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      "community": 150,
      "norm_label": "test_remap_communities_to_previous_reuses_old_ids()"
    },
    {
      "label": "test_remap_communities_to_previous_assigns_deterministic_new_ids()",
      "file_type": "code",
      "source_file": "tests/test_cluster.py",
      "source_location": "L91",
      "_origin": "ast",
      "id": "tests_test_cluster_test_remap_communities_to_previous_assigns_deterministic_new_ids",
      "community": 150,
      "norm_label": "test_remap_communities_to_previous_assigns_deterministic_new_ids()"
    },
    {
      "label": "Clustering should not emit ANSI escape codes or other output.      graspologic",
      "file_type": "rationale",
      "source_file": "tests/test_cluster.py",
      "source_location": "L57",
      "_origin": "ast",
      "id": "tests_test_cluster_rationale_57",
      "community": 150,
      "norm_label": "clustering should not emit ansi escape codes or other output.      graspologic"
    },
    {
      "label": "Same as above but for stderr \u2014 ANSI codes can go to either stream.",
      "file_type": "rationale",
      "source_file": "tests/test_cluster.py",
      "source_location": "L70",
      "_origin": "ast",
      "id": "tests_test_cluster_rationale_70",
      "community": 150,
      "norm_label": "same as above but for stderr \u2014 ansi codes can go to either stream."
    },
    {
      "label": "test_codebuddy.py",
      "file_type": "code",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_test_codebuddy",
      "community": 25,
      "norm_label": "test_codebuddy.py"
    },
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      "label": "_codebuddy_install_user()",
      "file_type": "code",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L14",
      "_origin": "ast",
      "id": "tests_test_codebuddy_codebuddy_install_user",
      "community": 25,
      "norm_label": "_codebuddy_install_user()"
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      "label": "_skill_path_user()",
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      "source_file": "tests/test_codebuddy.py",
      "source_location": "L27",
      "_origin": "ast",
      "id": "tests_test_codebuddy_skill_path_user",
      "community": 25,
      "norm_label": "_skill_path_user()"
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    {
      "label": "_skill_path_project()",
      "file_type": "code",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L31",
      "_origin": "ast",
      "id": "tests_test_codebuddy_skill_path_project",
      "community": 25,
      "norm_label": "_skill_path_project()"
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    {
      "label": "_codebuddy_md_path()",
      "file_type": "code",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L35",
      "_origin": "ast",
      "id": "tests_test_codebuddy_codebuddy_md_path",
      "community": 25,
      "norm_label": "_codebuddy_md_path()"
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      "label": "_settings_path()",
      "file_type": "code",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L39",
      "_origin": "ast",
      "id": "tests_test_codebuddy_settings_path",
      "community": 25,
      "norm_label": "_settings_path()"
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      "label": "test_codebuddy_install_user_creates_skill_file()",
      "file_type": "code",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L47",
      "_origin": "ast",
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      "community": 25,
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    },
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      "label": "test_codebuddy_skill_file_contains_frontmatter()",
      "file_type": "code",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L54",
      "_origin": "ast",
      "id": "tests_test_codebuddy_test_codebuddy_skill_file_contains_frontmatter",
      "community": 25,
      "norm_label": "test_codebuddy_skill_file_contains_frontmatter()"
    },
    {
      "label": "test_codebuddy_skill_file_references_graphify_query()",
      "file_type": "code",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L62",
      "_origin": "ast",
      "id": "tests_test_codebuddy_test_codebuddy_skill_file_references_graphify_query",
      "community": 25,
      "norm_label": "test_codebuddy_skill_file_references_graphify_query()"
    },
    {
      "label": "test_codebuddy_install_project_writes_codebuddy_md()",
      "file_type": "code",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L73",
      "_origin": "ast",
      "id": "tests_test_codebuddy_test_codebuddy_install_project_writes_codebuddy_md",
      "community": 25,
      "norm_label": "test_codebuddy_install_project_writes_codebuddy_md()"
    },
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      "label": "test_codebuddy_install_project_writes_hook()",
      "file_type": "code",
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      "source_location": "L84",
      "_origin": "ast",
      "id": "tests_test_codebuddy_test_codebuddy_install_project_writes_hook",
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    },
    {
      "label": "test_codebuddy_install_hook_has_bash_matcher()",
      "file_type": "code",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L95",
      "_origin": "ast",
      "id": "tests_test_codebuddy_test_codebuddy_install_hook_has_bash_matcher",
      "community": 25,
      "norm_label": "test_codebuddy_install_hook_has_bash_matcher()"
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    {
      "label": "test_codebuddy_install_hook_has_read_glob_matcher()",
      "file_type": "code",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L105",
      "_origin": "ast",
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      "norm_label": "test_codebuddy_install_hook_has_read_glob_matcher()"
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    {
      "label": "test_codebuddy_install_idempotent()",
      "file_type": "code",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L115",
      "_origin": "ast",
      "id": "tests_test_codebuddy_test_codebuddy_install_idempotent",
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      "norm_label": "test_codebuddy_install_idempotent()"
    },
    {
      "label": "test_codebuddy_install_upgrades_stale_section()",
      "file_type": "code",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L124",
      "_origin": "ast",
      "id": "tests_test_codebuddy_test_codebuddy_install_upgrades_stale_section",
      "community": 25,
      "norm_label": "test_codebuddy_install_upgrades_stale_section()"
    },
    {
      "label": "test_codebuddy_install_merges_existing_codebuddy_md()",
      "file_type": "code",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L139",
      "_origin": "ast",
      "id": "tests_test_codebuddy_test_codebuddy_install_merges_existing_codebuddy_md",
      "community": 25,
      "norm_label": "test_codebuddy_install_merges_existing_codebuddy_md()"
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    {
      "label": "test_codebuddy_install_prints_no_change_on_second_run()",
      "file_type": "code",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L150",
      "_origin": "ast",
      "id": "tests_test_codebuddy_test_codebuddy_install_prints_no_change_on_second_run",
      "community": 25,
      "norm_label": "test_codebuddy_install_prints_no_change_on_second_run()"
    },
    {
      "label": "test_codebuddy_install_hint_git_add()",
      "file_type": "code",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L160",
      "_origin": "ast",
      "id": "tests_test_codebuddy_test_codebuddy_install_hint_git_add",
      "community": 25,
      "norm_label": "test_codebuddy_install_hint_git_add()"
    },
    {
      "label": "test_codebuddy_uninstall_removes_section()",
      "file_type": "code",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L184",
      "_origin": "ast",
      "id": "tests_test_codebuddy_test_codebuddy_uninstall_removes_section",
      "community": 25,
      "norm_label": "test_codebuddy_uninstall_removes_section()"
    },
    {
      "label": "test_codebuddy_uninstall_removes_hook()",
      "file_type": "code",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L193",
      "_origin": "ast",
      "id": "tests_test_codebuddy_test_codebuddy_uninstall_removes_hook",
      "community": 25,
      "norm_label": "test_codebuddy_uninstall_removes_hook()"
    },
    {
      "label": "test_codebuddy_uninstall_noop_if_not_installed()",
      "file_type": "code",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L205",
      "_origin": "ast",
      "id": "tests_test_codebuddy_test_codebuddy_uninstall_noop_if_not_installed",
      "community": 25,
      "norm_label": "test_codebuddy_uninstall_noop_if_not_installed()"
    },
    {
      "label": "test_codebuddy_uninstall_noop_if_no_section()",
      "file_type": "code",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L211",
      "_origin": "ast",
      "id": "tests_test_codebuddy_test_codebuddy_uninstall_noop_if_no_section",
      "community": 25,
      "norm_label": "test_codebuddy_uninstall_noop_if_no_section()"
    },
    {
      "label": "test_codebuddy_uninstall_preserves_other_content()",
      "file_type": "code",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L220",
      "_origin": "ast",
      "id": "tests_test_codebuddy_test_codebuddy_uninstall_preserves_other_content",
      "community": 25,
      "norm_label": "test_codebuddy_uninstall_preserves_other_content()"
    },
    {
      "label": "test_uninstall_all_removes_codebuddy_md()",
      "file_type": "code",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L237",
      "_origin": "ast",
      "id": "tests_test_codebuddy_test_uninstall_all_removes_codebuddy_md",
      "community": 25,
      "norm_label": "test_uninstall_all_removes_codebuddy_md()"
    },
    {
      "label": "test_uninstall_all_removes_codebuddy_hook()",
      "file_type": "code",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L254",
      "_origin": "ast",
      "id": "tests_test_codebuddy_test_uninstall_all_removes_codebuddy_hook",
      "community": 25,
      "norm_label": "test_uninstall_all_removes_codebuddy_hook()"
    },
    {
      "label": "test_codebuddy_in_platform_config()",
      "file_type": "code",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L277",
      "_origin": "ast",
      "id": "tests_test_codebuddy_test_codebuddy_in_platform_config",
      "community": 25,
      "norm_label": "test_codebuddy_in_platform_config()"
    },
    {
      "label": "test_codebuddy_platform_skill_destination_user_scope()",
      "file_type": "code",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L285",
      "_origin": "ast",
      "id": "tests_test_codebuddy_test_codebuddy_platform_skill_destination_user_scope",
      "community": 25,
      "norm_label": "test_codebuddy_platform_skill_destination_user_scope()"
    },
    {
      "label": "test_codebuddy_platform_skill_destination_project_scope()",
      "file_type": "code",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L293",
      "_origin": "ast",
      "id": "tests_test_codebuddy_test_codebuddy_platform_skill_destination_project_scope",
      "community": 25,
      "norm_label": "test_codebuddy_platform_skill_destination_project_scope()"
    },
    {
      "label": "test_codebuddy_in_main_help_text()",
      "file_type": "code",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L300",
      "_origin": "ast",
      "id": "tests_test_codebuddy_test_codebuddy_in_main_help_text",
      "community": 25,
      "norm_label": "test_codebuddy_in_main_help_text()"
    },
    {
      "label": "test_codebuddy_skill_file_exists_in_package()",
      "file_type": "code",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L315",
      "_origin": "ast",
      "id": "tests_test_codebuddy_test_codebuddy_skill_file_exists_in_package",
      "community": 25,
      "norm_label": "test_codebuddy_skill_file_exists_in_package()"
    },
    {
      "label": "test_codebuddy_installation_roundtrip()",
      "file_type": "code",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L322",
      "_origin": "ast",
      "id": "tests_test_codebuddy_test_codebuddy_installation_roundtrip",
      "community": 25,
      "norm_label": "test_codebuddy_installation_roundtrip()"
    },
    {
      "label": "Tests for graphify codebuddy install / uninstall commands.",
      "file_type": "rationale",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_test_codebuddy_rationale_1",
      "community": 25,
      "norm_label": "tests for graphify codebuddy install / uninstall commands."
    },
    {
      "label": "User-scope install copies skill to ~/.codebuddy/skills/graphify/SKILL.md.",
      "file_type": "rationale",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L48",
      "_origin": "ast",
      "id": "tests_test_codebuddy_rationale_48",
      "community": 25,
      "norm_label": "user-scope install copies skill to ~/.codebuddy/skills/graphify/skill.md."
    },
    {
      "label": "Installed skill file must include graphify YAML frontmatter.",
      "file_type": "rationale",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L55",
      "_origin": "ast",
      "id": "tests_test_codebuddy_rationale_55",
      "community": 25,
      "norm_label": "installed skill file must include graphify yaml frontmatter."
    },
    {
      "label": "/graphify skill must mention graphify query (query-first policy).",
      "file_type": "rationale",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L63",
      "_origin": "ast",
      "id": "tests_test_codebuddy_rationale_63",
      "community": 25,
      "norm_label": "/graphify skill must mention graphify query (query-first policy)."
    },
    {
      "label": "Project-scope install writes CODEBUDDY.md with graphify section.",
      "file_type": "rationale",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L74",
      "_origin": "ast",
      "id": "tests_test_codebuddy_rationale_74",
      "community": 25,
      "norm_label": "project-scope install writes codebuddy.md with graphify section."
    },
    {
      "label": "Project-scope install registers PreToolUse hook in .codebuddy/settings.json.",
      "file_type": "rationale",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L85",
      "_origin": "ast",
      "id": "tests_test_codebuddy_rationale_85",
      "community": 25,
      "norm_label": "project-scope install registers pretooluse hook in .codebuddy/settings.json."
    },
    {
      "label": "The installed hook must include Bash matcher for code search interception.",
      "file_type": "rationale",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L96",
      "_origin": "ast",
      "id": "tests_test_codebuddy_rationale_96",
      "community": 25,
      "norm_label": "the installed hook must include bash matcher for code search interception."
    },
    {
      "label": "The installed hook must include Read|Glob matcher for file-read interception.",
      "file_type": "rationale",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L106",
      "_origin": "ast",
      "id": "tests_test_codebuddy_rationale_106",
      "community": 25,
      "norm_label": "the installed hook must include read|glob matcher for file-read interception."
    },
    {
      "label": "Re-install does not duplicate ## graphify sections.",
      "file_type": "rationale",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L116",
      "_origin": "ast",
      "id": "tests_test_codebuddy_rationale_116",
      "community": 25,
      "norm_label": "re-install does not duplicate ## graphify sections."
    },
    {
      "label": "Re-install replaces an old graphify section with the current template.",
      "file_type": "rationale",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L125",
      "_origin": "ast",
      "id": "tests_test_codebuddy_rationale_125",
      "community": 25,
      "norm_label": "re-install replaces an old graphify section with the current template."
    },
    {
      "label": "Install appends to an existing CODEBUDDY.md, preserving other content.",
      "file_type": "rationale",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L140",
      "_origin": "ast",
      "id": "tests_test_codebuddy_rationale_140",
      "community": 25,
      "norm_label": "install appends to an existing codebuddy.md, preserving other content."
    },
    {
      "label": "Second install prints '(no change)' when content is identical.",
      "file_type": "rationale",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L151",
      "_origin": "ast",
      "id": "tests_test_codebuddy_rationale_151",
      "community": 25,
      "norm_label": "second install prints '(no change)' when content is identical."
    },
    {
      "label": "Project-scoped install via CLI prints a git add hint.",
      "file_type": "rationale",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L161",
      "_origin": "ast",
      "id": "tests_test_codebuddy_rationale_161",
      "community": 25,
      "norm_label": "project-scoped install via cli prints a git add hint."
    },
    {
      "label": "Uninstall removes the ## graphify section from CODEBUDDY.md.",
      "file_type": "rationale",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L185",
      "_origin": "ast",
      "id": "tests_test_codebuddy_rationale_185",
      "community": 25,
      "norm_label": "uninstall removes the ## graphify section from codebuddy.md."
    },
    {
      "label": "Uninstall removes the PreToolUse hook from .codebuddy/settings.json.",
      "file_type": "rationale",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L194",
      "_origin": "ast",
      "id": "tests_test_codebuddy_rationale_194",
      "community": 25,
      "norm_label": "uninstall removes the pretooluse hook from .codebuddy/settings.json."
    },
    {
      "label": "Uninstall should not raise when CODEBUDDY.md doesn't exist.",
      "file_type": "rationale",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L206",
      "_origin": "ast",
      "id": "tests_test_codebuddy_rationale_206",
      "community": 25,
      "norm_label": "uninstall should not raise when codebuddy.md doesn't exist."
    },
    {
      "label": "Uninstall should not error when CODEBUDDY.md exists but no graphify section.",
      "file_type": "rationale",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L212",
      "_origin": "ast",
      "id": "tests_test_codebuddy_rationale_212",
      "community": 25,
      "norm_label": "uninstall should not error when codebuddy.md exists but no graphify section."
    },
    {
      "label": "Uninstall preserves non-graphify content in CODEBUDDY.md.",
      "file_type": "rationale",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L221",
      "_origin": "ast",
      "id": "tests_test_codebuddy_rationale_221",
      "community": 25,
      "norm_label": "uninstall preserves non-graphify content in codebuddy.md."
    },
    {
      "label": "graphify uninstall must clean up CODEBUDDY.md.",
      "file_type": "rationale",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L238",
      "_origin": "ast",
      "id": "tests_test_codebuddy_rationale_238",
      "community": 25,
      "norm_label": "graphify uninstall must clean up codebuddy.md."
    },
    {
      "label": "graphify uninstall must clean up .codebuddy/settings.json hooks.",
      "file_type": "rationale",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L255",
      "_origin": "ast",
      "id": "tests_test_codebuddy_rationale_255",
      "community": 25,
      "norm_label": "graphify uninstall must clean up .codebuddy/settings.json hooks."
    },
    {
      "label": "codebuddy must be registered in _PLATFORM_CONFIG.",
      "file_type": "rationale",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L278",
      "_origin": "ast",
      "id": "tests_test_codebuddy_rationale_278",
      "community": 25,
      "norm_label": "codebuddy must be registered in _platform_config."
    },
    {
      "label": "User-scope destination must be ~/.codebuddy/skills/graphify/SKILL.md.",
      "file_type": "rationale",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L286",
      "_origin": "ast",
      "id": "tests_test_codebuddy_rationale_286",
      "community": 25,
      "norm_label": "user-scope destination must be ~/.codebuddy/skills/graphify/skill.md."
    },
    {
      "label": "Project-scope destination must be <project>/.codebuddy/skills/graphify/SKILL.md.",
      "file_type": "rationale",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L294",
      "_origin": "ast",
      "id": "tests_test_codebuddy_rationale_294",
      "community": 25,
      "norm_label": "project-scope destination must be <project>/.codebuddy/skills/graphify/skill.md."
    },
    {
      "label": "`graphify --help` must list codebuddy in the platform list and per-platform sect",
      "file_type": "rationale",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L301",
      "_origin": "ast",
      "id": "tests_test_codebuddy_rationale_301",
      "community": 25,
      "norm_label": "`graphify --help` must list codebuddy in the platform list and per-platform sect"
    },
    {
      "label": "skill.md must be present in the installed package (shared with claude).",
      "file_type": "rationale",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L316",
      "_origin": "ast",
      "id": "tests_test_codebuddy_rationale_316",
      "community": 25,
      "norm_label": "skill.md must be present in the installed package (shared with claude)."
    },
    {
      "label": "Install then uninstall leaves no trace of graphify CODEBUDDY.md or hook.",
      "file_type": "rationale",
      "source_file": "tests/test_codebuddy.py",
      "source_location": "L323",
      "_origin": "ast",
      "id": "tests_test_codebuddy_rationale_323",
      "community": 25,
      "norm_label": "install then uninstall leaves no trace of graphify codebuddy.md or hook."
    },
    {
      "label": "test_community_hub_labels.py",
      "file_type": "code",
      "source_file": "tests/test_community_hub_labels.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_test_community_hub_labels",
      "community": 182,
      "norm_label": "test_community_hub_labels.py"
    },
    {
      "label": "_g()",
      "file_type": "code",
      "source_file": "tests/test_community_hub_labels.py",
      "source_location": "L12",
      "_origin": "ast",
      "id": "tests_test_community_hub_labels_g",
      "community": 182,
      "norm_label": "_g()"
    },
    {
      "label": "test_labels_by_highest_degree_hub()",
      "file_type": "code",
      "source_file": "tests/test_community_hub_labels.py",
      "source_location": "L23",
      "_origin": "ast",
      "id": "tests_test_community_hub_labels_test_labels_by_highest_degree_hub",
      "community": 182,
      "norm_label": "test_labels_by_highest_degree_hub()"
    },
    {
      "label": "test_not_a_placeholder_for_a_real_community()",
      "file_type": "code",
      "source_file": "tests/test_community_hub_labels.py",
      "source_location": "L33",
      "_origin": "ast",
      "id": "tests_test_community_hub_labels_test_not_a_placeholder_for_a_real_community",
      "community": 182,
      "norm_label": "test_not_a_placeholder_for_a_real_community()"
    },
    {
      "label": "test_tie_breaks_deterministically_by_node_id()",
      "file_type": "code",
      "source_file": "tests/test_community_hub_labels.py",
      "source_location": "L39",
      "_origin": "ast",
      "id": "tests_test_community_hub_labels_test_tie_breaks_deterministically_by_node_id",
      "community": 182,
      "norm_label": "test_tie_breaks_deterministically_by_node_id()"
    },
    {
      "label": "test_absent_members_fall_back_to_placeholder()",
      "file_type": "code",
      "source_file": "tests/test_community_hub_labels.py",
      "source_location": "L46",
      "_origin": "ast",
      "id": "tests_test_community_hub_labels_test_absent_members_fall_back_to_placeholder",
      "community": 182,
      "norm_label": "test_absent_members_fall_back_to_placeholder()"
    },
    {
      "label": "test_node_without_label_attr_uses_id()",
      "file_type": "code",
      "source_file": "tests/test_community_hub_labels.py",
      "source_location": "L52",
      "_origin": "ast",
      "id": "tests_test_community_hub_labels_test_node_without_label_attr_uses_id",
      "community": 182,
      "norm_label": "test_node_without_label_attr_uses_id()"
    },
    {
      "label": "test_multiple_communities_each_get_their_own_hub()",
      "file_type": "code",
      "source_file": "tests/test_community_hub_labels.py",
      "source_location": "L59",
      "_origin": "ast",
      "id": "tests_test_community_hub_labels_test_multiple_communities_each_get_their_own_hub",
      "community": 182,
      "norm_label": "test_multiple_communities_each_get_their_own_hub()"
    },
    {
      "label": "test_community_member_sigs_are_deterministic_and_order_independent()",
      "file_type": "code",
      "source_file": "tests/test_community_hub_labels.py",
      "source_location": "L71",
      "_origin": "ast",
      "id": "tests_test_community_hub_labels_test_community_member_sigs_are_deterministic_and_order_independent",
      "community": 182,
      "norm_label": "test_community_member_sigs_are_deterministic_and_order_independent()"
    },
    {
      "label": "test_community_member_sigs_change_when_membership_changes()",
      "file_type": "code",
      "source_file": "tests/test_community_hub_labels.py",
      "source_location": "L79",
      "_origin": "ast",
      "id": "tests_test_community_hub_labels_test_community_member_sigs_change_when_membership_changes",
      "community": 182,
      "norm_label": "test_community_member_sigs_change_when_membership_changes()"
    },
    {
      "label": "Deterministic, LLM-free community labels \u2014 `label_communities_by_hub`.  Names",
      "file_type": "rationale",
      "source_file": "tests/test_community_hub_labels.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_test_community_hub_labels_rationale_1",
      "community": 182,
      "norm_label": "deterministic, llm-free community labels \u2014 `label_communities_by_hub`.  names"
    },
    {
      "label": "test_confidence.py",
      "file_type": "code",
      "source_file": "tests/test_confidence.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_test_confidence",
      "community": 23,
      "norm_label": "test_confidence.py"
    },
    {
      "label": "_make_extraction()",
      "file_type": "code",
      "source_file": "tests/test_confidence.py",
      "source_location": "L17",
      "_origin": "ast",
      "id": "tests_test_confidence_make_extraction",
      "community": 23,
      "norm_label": "_make_extraction()"
    },
    {
      "label": "test_extracted_edges_have_score_1()",
      "file_type": "code",
      "source_file": "tests/test_confidence.py",
      "source_location": "L40",
      "_origin": "ast",
      "id": "tests_test_confidence_test_extracted_edges_have_score_1",
      "community": 23,
      "norm_label": "test_extracted_edges_have_score_1()"
    },
    {
      "label": "test_inferred_edges_score_in_range()",
      "file_type": "code",
      "source_file": "tests/test_confidence.py",
      "source_location": "L50",
      "_origin": "ast",
      "id": "tests_test_confidence_test_inferred_edges_score_in_range",
      "community": 23,
      "norm_label": "test_inferred_edges_score_in_range()"
    },
    {
      "label": "test_ambiguous_edges_score_at_most_04()",
      "file_type": "code",
      "source_file": "tests/test_confidence.py",
      "source_location": "L65",
      "_origin": "ast",
      "id": "tests_test_confidence_test_ambiguous_edges_score_at_most_04",
      "community": 23,
      "norm_label": "test_ambiguous_edges_score_at_most_04()"
    },
    {
      "label": "test_confidence_score_round_trip()",
      "file_type": "code",
      "source_file": "tests/test_confidence.py",
      "source_location": "L80",
      "_origin": "ast",
      "id": "tests_test_confidence_test_confidence_score_round_trip",
      "community": 6,
      "norm_label": "test_confidence_score_round_trip()"
    },
    {
      "label": "test_to_json_defaults_missing_confidence_score()",
      "file_type": "code",
      "source_file": "tests/test_confidence.py",
      "source_location": "L101",
      "_origin": "ast",
      "id": "tests_test_confidence_test_to_json_defaults_missing_confidence_score",
      "community": 6,
      "norm_label": "test_to_json_defaults_missing_confidence_score()"
    },
    {
      "label": "test_report_shows_avg_confidence_for_inferred()",
      "file_type": "code",
      "source_file": "tests/test_confidence.py",
      "source_location": "L136",
      "_origin": "ast",
      "id": "tests_test_confidence_test_report_shows_avg_confidence_for_inferred",
      "community": 23,
      "norm_label": "test_report_shows_avg_confidence_for_inferred()"
    },
    {
      "label": "test_report_inferred_tag_with_score()",
      "file_type": "code",
      "source_file": "tests/test_confidence.py",
      "source_location": "L154",
      "_origin": "ast",
      "id": "tests_test_confidence_test_report_inferred_tag_with_score",
      "community": 23,
      "norm_label": "test_report_inferred_tag_with_score()"
    },
    {
      "label": "Tests for confidence_score on edges.",
      "file_type": "rationale",
      "source_file": "tests/test_confidence.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_test_confidence_rationale_1",
      "community": 23,
      "norm_label": "tests for confidence_score on edges."
    },
    {
      "label": "Return a minimal extraction dict with one edge of each confidence type.",
      "file_type": "rationale",
      "source_file": "tests/test_confidence.py",
      "source_location": "L18",
      "_origin": "ast",
      "id": "tests_test_confidence_rationale_18",
      "community": 23,
      "norm_label": "return a minimal extraction dict with one edge of each confidence type."
    },
    {
      "label": "EXTRACTED edges must have confidence_score == 1.0.",
      "file_type": "rationale",
      "source_file": "tests/test_confidence.py",
      "source_location": "L41",
      "_origin": "ast",
      "id": "tests_test_confidence_rationale_41",
      "community": 23,
      "norm_label": "extracted edges must have confidence_score == 1.0."
    },
    {
      "label": "INFERRED edges must have confidence_score between 0.0 and 1.0.",
      "file_type": "rationale",
      "source_file": "tests/test_confidence.py",
      "source_location": "L51",
      "_origin": "ast",
      "id": "tests_test_confidence_rationale_51",
      "community": 23,
      "norm_label": "inferred edges must have confidence_score between 0.0 and 1.0."
    },
    {
      "label": "AMBIGUOUS edges must have confidence_score <= 0.4.",
      "file_type": "rationale",
      "source_file": "tests/test_confidence.py",
      "source_location": "L66",
      "_origin": "ast",
      "id": "tests_test_confidence_rationale_66",
      "community": 23,
      "norm_label": "ambiguous edges must have confidence_score <= 0.4."
    },
    {
      "label": "confidence_score survives build_from_json \u2192 to_json \u2192 JSON parse round-trip.",
      "file_type": "rationale",
      "source_file": "tests/test_confidence.py",
      "source_location": "L81",
      "_origin": "ast",
      "id": "tests_test_confidence_rationale_81",
      "community": 6,
      "norm_label": "confidence_score survives build_from_json \u2192 to_json \u2192 json parse round-trip."
    },
    {
      "label": "Edges lacking confidence_score get sensible defaults in to_json.",
      "file_type": "rationale",
      "source_file": "tests/test_confidence.py",
      "source_location": "L102",
      "_origin": "ast",
      "id": "tests_test_confidence_rationale_102",
      "community": 6,
      "norm_label": "edges lacking confidence_score get sensible defaults in to_json."
    },
    {
      "label": "Report summary line should include avg confidence for INFERRED edges.",
      "file_type": "rationale",
      "source_file": "tests/test_confidence.py",
      "source_location": "L137",
      "_origin": "ast",
      "id": "tests_test_confidence_rationale_137",
      "community": 23,
      "norm_label": "report summary line should include avg confidence for inferred edges."
    },
    {
      "label": "Surprising connections section shows confidence score next to INFERRED edges.",
      "file_type": "rationale",
      "source_file": "tests/test_confidence.py",
      "source_location": "L155",
      "_origin": "ast",
      "id": "tests_test_confidence_rationale_155",
      "community": 23,
      "norm_label": "surprising connections section shows confidence score next to inferred edges."
    },
    {
      "label": "test_corrupt_graph_json.py",
      "file_type": "code",
      "source_file": "tests/test_corrupt_graph_json.py",
      "source_location": "L1",
      "_origin": "ast",
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      "label": "test_dedup_summary_prints_fuzzy_count_when_no_exact_merges()",
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      "label": "test_defining_file_wins_over_referencing_file()",
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      "label": "test_reference_collision_is_silent()",
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      "label": "test_bare_file_node_defines_its_own_id()",
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      "label": "test_dedup_gapfill_is_order_independent_with_multiple_losers()",
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      "label": "test_dedup_survivor_does_not_inherit_false_origin_ast()",
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      "label": "test_dedup_fills_explicit_none_attribute()",
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      "label": "Tests for graphify/dedup.py entity deduplication pipeline.",
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      "norm_label": "tests for graphify/dedup.py entity deduplication pipeline."
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      "label": "deduplicate_entities accepts dedup_llm_backend without crashing when no ambiguou",
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      "norm_label": "deduplicate_entities accepts dedup_llm_backend without crashing when no ambiguou"
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      "norm_label": "build() should deduplicate near-identical nodes across extractions."
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      "label": "The default build path must not discard semantic enrichment (#2091).",
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      "norm_label": "the default build path must not discard semantic enrichment (#2091)."
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    {
      "label": "Chip SKU variants (ASR1603 vs ASR1605) must not be merged (#878).",
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      "label": "Short labels differing by an insertion (cranel vs cranelr) must not merge (#878)",
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      "norm_label": "short labels differing by an insertion (cranel vs cranelr) must not merge (#878)"
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      "norm_label": "m1 vs m1 pro must not merge (#878)."
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    {
      "label": "Genuine same-length single-char typos should still merge (#878 non-regression).",
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      "norm_label": "genuine same-length single-char typos should still merge (#878 non-regression)."
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      "label": "_is_variant_pair correctly identifies chip-model variant pairs (#878).",
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      "label": "Distinct symbols whose name is a strict prefix-extension of another must not",
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      "norm_label": "distinct symbols whose name is a strict prefix-extension of another must not"
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      "label": "Pass 2's winner selection must consider only the verified pair (#1247).      P",
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      "norm_label": "pass 2's winner selection must consider only the verified pair (#1247).      p"
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      "label": "The prefix-extension guard must not fire for same-length pairs \u2014 only strict",
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      "norm_label": "the prefix-extension guard must not fire for same-length pairs \u2014 only strict"
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      "label": "The prefix-extension guard must fire for pairs where one is a strict prefix",
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      "norm_label": "the prefix-extension guard must fire for pairs where one is a strict prefix"
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      "label": "_numeric_tokens_differ compares digit runs as zero-padding-insensitive     mult",
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      "norm_label": "_numeric_tokens_differ compares digit runs as zero-padding-insensitive     mult"
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    {
      "label": "Long labels differing only in embedded numbers (ADR/section/issue ids)     must",
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      "community": 24,
      "norm_label": "long labels differing only in embedded numbers (adr/section/issue ids)     must"
    },
    {
      "label": "Rationale nodes are file-anchored like code (#1205): parallel modules'     boil",
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      "norm_label": "rationale nodes are file-anchored like code (#1205): parallel modules'     boil"
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      "label": "Document nodes are file-anchored too: near-identical headings in different",
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      "norm_label": "document nodes are file-anchored too: near-identical headings in different"
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      "label": "The file-anchored guard only blocks cross-file pairs \u2014 near-identical     ratio",
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      "norm_label": "the file-anchored guard only blocks cross-file pairs \u2014 near-identical     ratio"
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      "norm_label": "cross-file labels sharing a long prefix but diverging in a distinguishing     t"
    },
    {
      "label": "The #1243 guard only drops the prefix bonus \u2014 a genuine cross-file     duplicat",
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      "_origin": "ast",
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      "community": 24,
      "norm_label": "the #1243 guard only drops the prefix bonus \u2014 a genuine cross-file     duplicat"
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    {
      "label": "When two nodes share the same ID but come from different source files     (a cr",
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      "norm_label": "when two nodes share the same id but come from different source files     (a cr"
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    {
      "label": "When two nodes share both ID and source_file (same-file dedup),     no collisio",
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      "norm_label": "when two nodes share both id and source_file (same-file dedup),     no collisio"
    },
    {
      "label": "A fuzzy-only run must still report the fuzzy count (#1857).      Two long, hig",
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      "_origin": "ast",
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      "norm_label": "a fuzzy-only run must still report the fuzzy count (#1857).      two long, hig"
    },
    {
      "label": "Non-regression: an exact-only run still prints `(N exact)` and no fuzzy.",
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      "norm_label": "non-regression: an exact-only run still prints `(n exact)` and no fuzzy."
    },
    {
      "label": "The node whose source_file is the file its ID encodes survives, whichever     c",
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      "_origin": "ast",
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      "community": 24,
      "norm_label": "the node whose source_file is the file its id encodes survives, whichever     c"
    },
    {
      "label": "A cross-reference rewires silently without importing foreign-file metadata.",
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      "community": 307,
      "norm_label": "a cross-reference rewires silently without importing foreign-file metadata."
    },
    {
      "label": "source_file is absolute in some pipelines and repo-relative in others; the",
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      "_origin": "ast",
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      "community": 24,
      "norm_label": "source_file is absolute in some pipelines and repo-relative in others; the"
    },
    {
      "label": "Two labels for one ID from one file: the loser's label is discarded, which is",
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      "source_file": "tests/test_dedup.py",
      "source_location": "L522",
      "_origin": "ast",
      "id": "tests_test_dedup_rationale_522",
      "community": 24,
      "norm_label": "two labels for one id from one file: the loser's label is discarded, which is"
    },
    {
      "label": "Exact-ID dedup combines AST precision with semantic enrichment (#2091).",
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      "_origin": "ast",
      "id": "tests_test_dedup_rationale_558",
      "community": 24,
      "norm_label": "exact-id dedup combines ast precision with semantic enrichment (#2091)."
    },
    {
      "label": "Two files that both mint one ID remain isolated despite exact-ID dedup.",
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      "_origin": "ast",
      "id": "tests_test_dedup_rationale_575",
      "community": 24,
      "norm_label": "two files that both mint one id remain isolated despite exact-id dedup."
    },
    {
      "label": "#1851: definer + same-file relabel + cross-file reference. Across every     ins",
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      "source_location": "L592",
      "_origin": "ast",
      "id": "tests_test_dedup_rationale_592",
      "community": 24,
      "norm_label": "#1851: definer + same-file relabel + cross-file reference. across every     ins"
    },
    {
      "label": "A file-level semantic node whose id is exactly the slugified path (no     `_ent",
      "file_type": "rationale",
      "source_file": "tests/test_dedup.py",
      "source_location": "L614",
      "_origin": "ast",
      "id": "tests_test_dedup_rationale_614",
      "community": 99,
      "norm_label": "a file-level semantic node whose id is exactly the slugified path (no     `_ent"
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    {
      "label": "(fix A) With 3+ same-ID same-source records, the merged attributes must not",
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      "_origin": "ast",
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      "community": 24,
      "norm_label": "(fix a) with 3+ same-id same-source records, the merged attributes must not"
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    {
      "label": "(fix B) Two provenance-less records sharing an ID must NOT cross-pollinate",
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      "_origin": "ast",
      "id": "tests_test_dedup_rationale_655",
      "community": 24,
      "norm_label": "(fix b) two provenance-less records sharing an id must not cross-pollinate"
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    {
      "label": "(fix C) An LLM survivor must not inherit _origin='ast' from a dropped     same-",
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      "community": 24,
      "norm_label": "(fix c) an llm survivor must not inherit _origin='ast' from a dropped     same-"
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    {
      "label": "(fix D) An explicit source_location=None on the survivor is treated as     abse",
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      "community": 24,
      "norm_label": "(fix d) an explicit source_location=none on the survivor is treated as     abse"
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      "label": "test_detect.py",
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      "label": "test_classify_python()",
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      "label": "test_classify_typescript()",
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      "norm_label": "test_classify_typescript()"
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      "label": "test_classify_powershell_module()",
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      "label": "test_classify_powershell_manifest()",
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      "label": "test_classify_markdown()",
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      "label": "test_classify_skill()",
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      "file_type": "code",
      "source_file": "tests/test_detect.py",
      "source_location": "L2347",
      "_origin": "ast",
      "id": "tests_test_detect_test_detect_incremental_reports_excluded_not_deleted",
      "community": 7,
      "norm_label": "test_detect_incremental_reports_excluded_not_deleted()"
    },
    {
      "label": "test_detect_incremental_still_reports_real_deletions()",
      "file_type": "code",
      "source_file": "tests/test_detect.py",
      "source_location": "L2367",
      "_origin": "ast",
      "id": "tests_test_detect_test_detect_incremental_still_reports_real_deletions",
      "community": 7,
      "norm_label": "test_detect_incremental_still_reports_real_deletions()"
    },
    {
      "label": "test_detect_incremental_exclusion_stable_across_runs()",
      "file_type": "code",
      "source_file": "tests/test_detect.py",
      "source_location": "L2384",
      "_origin": "ast",
      "id": "tests_test_detect_test_detect_incremental_exclusion_stable_across_runs",
      "community": 7,
      "norm_label": "test_detect_incremental_exclusion_stable_across_runs()"
    },
    {
      "label": "test_sensitive_filter_indexes_topic_prose_and_source()",
      "file_type": "code",
      "source_file": "tests/test_detect.py",
      "source_location": "L2424",
      "_origin": "ast",
      "id": "tests_test_detect_test_sensitive_filter_indexes_topic_prose_and_source",
      "community": 0,
      "norm_label": "test_sensitive_filter_indexes_topic_prose_and_source()"
    },
    {
      "label": "test_sensitive_filter_still_excludes_real_secrets()",
      "file_type": "code",
      "source_file": "tests/test_detect.py",
      "source_location": "L2437",
      "_origin": "ast",
      "id": "tests_test_detect_test_sensitive_filter_still_excludes_real_secrets",
      "community": 0,
      "norm_label": "test_sensitive_filter_still_excludes_real_secrets()"
    },
    {
      "label": "test_sensitive_bare_keyword_prose_still_dropped()",
      "file_type": "code",
      "source_file": "tests/test_detect.py",
      "source_location": "L2442",
      "_origin": "ast",
      "id": "tests_test_detect_test_sensitive_bare_keyword_prose_still_dropped",
      "community": 0,
      "norm_label": "test_sensitive_bare_keyword_prose_still_dropped()"
    },
    {
      "label": "Noise dot dirs (.next, .nuxt, .graphify cache, \u2026) are skipped (#873).     Non-n",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L67",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_67",
      "community": 0,
      "norm_label": "noise dot dirs (.next, .nuxt, .graphify cache, ...) are skipped (#873).     non-n"
    },
    {
      "label": "A .md file with enough paper signals should classify as PAPER.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L80",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_80",
      "community": 14,
      "norm_label": "a .md file with enough paper signals should classify as paper."
    },
    {
      "label": "A plain .md file without paper signals should stay DOCUMENT.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L91",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_91",
      "community": 14,
      "norm_label": "a plain .md file without paper signals should stay document."
    },
    {
      "label": "The real attention paper file should be classified as PAPER.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L98",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_98",
      "community": 14,
      "norm_label": "the real attention paper file should be classified as paper."
    },
    {
      "label": "Files matching .graphifyignore patterns are excluded from detect().",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L106",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_106",
      "community": 0,
      "norm_label": "files matching .graphifyignore patterns are excluded from detect()."
    },
    {
      "label": "No .graphifyignore is not an error.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L123",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_123",
      "community": 0,
      "norm_label": "no .graphifyignore is not an error."
    },
    {
      "label": "Comment lines in .graphifyignore are not treated as patterns.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L130",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_130",
      "community": 0,
      "norm_label": "comment lines in .graphifyignore are not treated as patterns."
    },
    {
      "label": "A UTF-8 BOM at the start of .graphifyignore must not corrupt the first     patt",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L140",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_140",
      "community": 0,
      "norm_label": "a utf-8 bom at the start of .graphifyignore must not corrupt the first     patt"
    },
    {
      "label": "A BOM'd .gitignore first pattern must match, exactly like git (#2163).",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L159",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_159",
      "community": 0,
      "norm_label": "a bom'd .gitignore first pattern must match, exactly like git (#2163)."
    },
    {
      "label": "A .graphifyignore containing only a BOM yields zero patterns, not one     bogus",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L171",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_171",
      "community": 0,
      "norm_label": "a .graphifyignore containing only a bom yields zero patterns, not one     bogus"
    },
    {
      "label": "A BOM followed by a comment must still parse as a comment, not become     a `\\\\",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L182",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_182",
      "community": 0,
      "norm_label": "a bom followed by a comment must still parse as a comment, not become     a `\\\\"
    },
    {
      "label": "A BOM'd .gitignore below the scan root (loaded live during the walk,     #1206",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L195",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_195",
      "community": 0,
      "norm_label": "a bom'd .gitignore below the scan root (loaded live during the walk,     #1206"
    },
    {
      "label": "A BOM at the start of $GIT_DIR/info/exclude must not corrupt the first     patt",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L210",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_210",
      "community": 0,
      "norm_label": "a bom at the start of $git_dir/info/exclude must not corrupt the first     patt"
    },
    {
      "label": "Without a VCS root, parent .graphifyignore does NOT apply (hermetic).",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L250",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_250",
      "community": 0,
      "norm_label": "without a vcs root, parent .graphifyignore does not apply (hermetic)."
    },
    {
      "label": "Inside a VCS repo, parent .graphifyignore applies to subdirectory scans.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L268",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_268",
      "community": 0,
      "norm_label": "inside a vcs repo, parent .graphifyignore applies to subdirectory scans."
    },
    {
      "label": "Upward search stops at the git repo root (.git directory).",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L286",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_286",
      "community": 0,
      "norm_label": "upward search stops at the git repo root (.git directory)."
    },
    {
      "label": "A .graphifyignore at the git repo root is included when scanning a subdir.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L302",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_302",
      "community": 0,
      "norm_label": "a .graphifyignore at the git repo root is included when scanning a subdir."
    },
    {
      "label": "A .gitignore in a subdirectory below the scan root is honored too (#1206).",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L322",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_322",
      "community": 0,
      "norm_label": "a .gitignore in a subdirectory below the scan root is honored too (#1206)."
    },
    {
      "label": "A nested .gitignore excluding a directory prevents descending into it.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L346",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_346",
      "community": 0,
      "norm_label": "a nested .gitignore excluding a directory prevents descending into it."
    },
    {
      "label": "A closer (nested) .gitignore's `!` re-include wins over a root exclude,     mat",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L362",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_362",
      "community": 0,
      "norm_label": "a closer (nested) .gitignore's `!` re-include wins over a root exclude,     mat"
    },
    {
      "label": "Precedence across all three sources: a nested `.gitignore` `!` re-include     o",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L383",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_383",
      "community": 0,
      "norm_label": "precedence across all three sources: a nested `.gitignore` `!` re-include     o"
    },
    {
      "label": "Symlink directory following is explicit opt-in.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L412",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_412",
      "community": 0,
      "norm_label": "symlink directory following is explicit opt-in."
    },
    {
      "label": "Ordinary scans still walk normal directories by default.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L424",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_424",
      "community": 0,
      "norm_label": "ordinary scans still walk normal directories by default."
    },
    {
      "label": "An explicit follow_symlinks=False skips symlinked directories.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L436",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_436",
      "community": 0,
      "norm_label": "an explicit follow_symlinks=false skips symlinked directories."
    },
    {
      "label": "detect_incremental must forward follow_symlinks so symlinked sub-trees     appe",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L476",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_476",
      "community": 7,
      "norm_label": "detect_incremental must forward follow_symlinks so symlinked sub-trees     appe"
    },
    {
      "label": "A schema-drifted manifest whose entry stores mtime as a nested dict     (instea",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L507",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_507",
      "community": 7,
      "norm_label": "a schema-drifted manifest whose entry stores mtime as a nested dict     (instea"
    },
    {
      "label": "Legacy float manifests must re-extract when mtime moves BACKWARDS (#1859).",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L544",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_544",
      "community": 7,
      "norm_label": "legacy float manifests must re-extract when mtime moves backwards (#1859)."
    },
    {
      "label": "Non-regression for the fix above: legacy float branch still skips when     the",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L581",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_581",
      "community": 7,
      "norm_label": "non-regression for the fix above: legacy float branch still skips when     the"
    },
    {
      "label": "Video and audio file extensions should classify as VIDEO.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L605",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_605",
      "community": 14,
      "norm_label": "video and audio file extensions should classify as video."
    },
    {
      "label": "detect() result always includes a 'video' key even with no video files.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L650",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_650",
      "community": 0,
      "norm_label": "detect() result always includes a 'video' key even with no video files."
    },
    {
      "label": "detect() correctly counts video files and does not add them to word count.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L657",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_657",
      "community": 0,
      "norm_label": "detect() correctly counts video files and does not add them to word count."
    },
    {
      "label": "Video files do not contribute to total_words.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L668",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_668",
      "community": 0,
      "norm_label": "video files do not contribute to total_words."
    },
    {
      "label": "coverage/ and lcov-report/ are noise dirs \u2014 HTML reports inside must be excluded",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L676",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_676",
      "community": 0,
      "norm_label": "coverage/ and lcov-report/ are noise dirs \u2014 html reports inside must be excluded"
    },
    {
      "label": "visual-tests/ bundles and snapshots are noise \u2014 must be excluded (#869).",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L690",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_690",
      "community": 0,
      "norm_label": "visual-tests/ bundles and snapshots are noise \u2014 must be excluded (#869)."
    },
    {
      "label": "__snapshots__/ and real jest/vitest snapshots/ dirs are artefacts \u2014 excluded.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L703",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_703",
      "community": 0,
      "norm_label": "__snapshots__/ and real jest/vitest snapshots/ dirs are artefacts \u2014 excluded."
    },
    {
      "label": "#1666: a bare snapshots/ dir with no .snap files is a legit code namespace",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L719",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_719",
      "community": 0,
      "norm_label": "#1666: a bare snapshots/ dir with no .snap files is a legit code namespace"
    },
    {
      "label": "storybook-static/ is a build artefact \u2014 must be excluded.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L733",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_733",
      "community": 0,
      "norm_label": "storybook-static/ is a build artefact \u2014 must be excluded."
    },
    {
      "label": "Files inside .github/ (workflows etc.) are now indexed (#873).",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L748",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_748",
      "community": 0,
      "norm_label": "files inside .github/ (workflows etc.) are now indexed (#873)."
    },
    {
      "label": ".next/ (Next.js build cache) must be excluded even after dot-dir fix (#873).",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L759",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_759",
      "community": 0,
      "norm_label": ".next/ (next.js build cache) must be excluded even after dot-dir fix (#873)."
    },
    {
      "label": ".nox/ (nox virtualenvs, tox's successor) must be excluded like .tox (#1804).",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L773",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_773",
      "community": 0,
      "norm_label": ".nox/ (nox virtualenvs, tox's successor) must be excluded like .tox (#1804)."
    },
    {
      "label": ".git/info/exclude (where `git worktree add` records nested worktree paths,",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L785",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_785",
      "community": 0,
      "norm_label": ".git/info/exclude (where `git worktree add` records nested worktree paths,"
    },
    {
      "label": "info/exclude is loaded at lowest priority, so a later .gitignore `!` negation",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L801",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_801",
      "community": 86,
      "norm_label": "info/exclude is loaded at lowest priority, so a later .gitignore `!` negation"
    },
    {
      "label": ".graphify/ (extraction cache) must never be re-indexed as source (#873).",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L815",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_815",
      "community": 0,
      "norm_label": ".graphify/ (extraction cache) must never be re-indexed as source (#873)."
    },
    {
      "label": "`/*` stays at the root, so `!/src/` makes the subtree walkable (#1975).",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L829",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_829",
      "community": 0,
      "norm_label": "`/*` stays at the root, so `!/src/` makes the subtree walkable (#1975)."
    },
    {
      "label": "Re-including a child cannot rescue it while its parent stays excluded.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L847",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_847",
      "community": 0,
      "norm_label": "re-including a child cannot rescue it while its parent stays excluded."
    },
    {
      "label": "A regular `*` matches one component; recursive matching requires `**`.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L857",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_857",
      "community": 0,
      "norm_label": "a regular `*` matches one component; recursive matching requires `**`."
    },
    {
      "label": "A trailing slash restricts a pattern to directories, as in gitignore.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L872",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_872",
      "community": 0,
      "norm_label": "a trailing slash restricts a pattern to directories, as in gitignore."
    },
    {
      "label": "`**` retains recursive gitignore matching at zero or more depths.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L881",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_881",
      "community": 0,
      "norm_label": "`**` retains recursive gitignore matching at zero or more depths."
    },
    {
      "label": "A ! re-include cannot un-ignore a file whose parent dir is excluded (#882).",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L892",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_892",
      "community": 86,
      "norm_label": "a ! re-include cannot un-ignore a file whose parent dir is excluded (#882)."
    },
    {
      "label": "A ! re-include must still un-ignore a file when no ancestor is excluded (#882).",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L907",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_907",
      "community": 86,
      "norm_label": "a ! re-include must still un-ignore a file when no ancestor is excluded (#882)."
    },
    {
      "label": "If the ancestor dir itself is re-included, its children should not be blocked (#",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L921",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_921",
      "community": 86,
      "norm_label": "if the ancestor dir itself is re-included, its children should not be blocked (#"
    },
    {
      "label": "A single `!` re-include must not switch off pruning of *unrelated* ignored dirs.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L934",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_934",
      "community": 0,
      "norm_label": "a single `!` re-include must not switch off pruning of *unrelated* ignored dirs."
    },
    {
      "label": "/inbox/ must not match src/inbox/ \u2014 only inbox/ at the anchor root.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L981",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_981",
      "community": 86,
      "norm_label": "/inbox/ must not match src/inbox/ \u2014 only inbox/ at the anchor root."
    },
    {
      "label": "/inbox/ must still match inbox/ at the anchor root (positive case).",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L998",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_998",
      "community": 86,
      "norm_label": "/inbox/ must still match inbox/ at the anchor root (positive case)."
    },
    {
      "label": "/build must not match src/build.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1015",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1015",
      "community": 86,
      "norm_label": "/build must not match src/build."
    },
    {
      "label": "inbox/ (no leading /) must still match src/inbox/ anywhere in the tree.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1027",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1027",
      "community": 86,
      "norm_label": "inbox/ (no leading /) must still match src/inbox/ anywhere in the tree."
    },
    {
      "label": "/src/inbox/ must match src/inbox/ but not x/src/inbox/.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1041",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1041",
      "community": 86,
      "norm_label": "/src/inbox/ must match src/inbox/ but not x/src/inbox/."
    },
    {
      "label": "A shared _cache must not change _is_ignored results, including negation.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1062",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1062",
      "community": 86,
      "norm_label": "a shared _cache must not change _is_ignored results, including negation."
    },
    {
      "label": "Siblings under the same subtree must share the cached parent result (#1235).",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1107",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1107",
      "community": 86,
      "norm_label": "siblings under the same subtree must share the cached parent result (#1235)."
    },
    {
      "label": "Files in failed chunks have no semantic cache entry; save_manifest must     lea",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1306",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1306",
      "community": 7,
      "norm_label": "files in failed chunks have no semantic cache entry; save_manifest must     lea"
    },
    {
      "label": "#1948: a file stamped in an earlier run, then omitted from ``files`` on     a l",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1340",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1340",
      "community": 7,
      "norm_label": "#1948: a file stamped in an earlier run, then omitted from ``files`` on     a l"
    },
    {
      "label": "Code files must be stamped in the manifest regardless of semantic cache.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1377",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1377",
      "community": 7,
      "norm_label": "code files must be stamped in the manifest regardless of semantic cache."
    },
    {
      "label": "When no .graphifyignore exists, .gitignore patterns are honored (#945).",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1393",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1393",
      "community": 0,
      "norm_label": "when no .graphifyignore exists, .gitignore patterns are honored (#945)."
    },
    {
      "label": "When both exist, their patterns are MERGED \u2014 a file excluded only by     .gitig",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1410",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1410",
      "community": 0,
      "norm_label": "when both exist, their patterns are merged \u2014 a file excluded only by     .gitig"
    },
    {
      "label": ".graphifyignore is evaluated after .gitignore, so a `!` negation in it can",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1429",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1429",
      "community": 0,
      "norm_label": ".graphifyignore is evaluated after .gitignore, so a `!` negation in it can"
    },
    {
      "label": "Files inside .worktrees/ are never indexed (#947).",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1446",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1446",
      "community": 0,
      "norm_label": "files inside .worktrees/ are never indexed (#947)."
    },
    {
      "label": "Files inside .claude/worktrees/ (nested placement) are never indexed (#1023).",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1459",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1459",
      "community": 0,
      "norm_label": "files inside .claude/worktrees/ (nested placement) are never indexed (#1023)."
    },
    {
      "label": "extra_excludes patterns exclude matching files from detect() (#947).",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1472",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1472",
      "community": 0,
      "norm_label": "extra_excludes patterns exclude matching files from detect() (#947)."
    },
    {
      "label": "Plain shebang returns the interpreter basename.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1491",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1491",
      "community": 14,
      "norm_label": "plain shebang returns the interpreter basename."
    },
    {
      "label": "`#!/usr/bin/env python3` returns the interpreter, not 'env'.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1499",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1499",
      "community": 14,
      "norm_label": "`#!/usr/bin/env python3` returns the interpreter, not 'env'."
    },
    {
      "label": "`#!/usr/bin/env -S python3 -u` (-S split-args form) recovers the interpreter.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1507",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1507",
      "community": 14,
      "norm_label": "`#!/usr/bin/env -s python3 -u` (-s split-args form) recovers the interpreter."
    },
    {
      "label": "`#!/usr/bin/env -i bash` skips env flags and resolves to the interpreter.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1515",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1515",
      "community": 14,
      "norm_label": "`#!/usr/bin/env -i bash` skips env flags and resolves to the interpreter."
    },
    {
      "label": "`#!/usr/bin/env DEBUG=1 python3` skips var=value assignments.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1523",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1523",
      "community": 14,
      "norm_label": "`#!/usr/bin/env debug=1 python3` skips var=value assignments."
    },
    {
      "label": "File without shebang returns None.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1531",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1531",
      "community": 14,
      "norm_label": "file without shebang returns none."
    },
    {
      "label": "Quoted interpreter path with spaces parses correctly via shlex.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1539",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1539",
      "community": 14,
      "norm_label": "quoted interpreter path with spaces parses correctly via shlex."
    },
    {
      "label": "Classify file type via interpreter, including env -S form.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1549",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1549",
      "community": 14,
      "norm_label": "classify file type via interpreter, including env -s form."
    },
    {
      "label": "Unreadable / nonexistent files return None, never raise.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1557",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1557",
      "community": 14,
      "norm_label": "unreadable / nonexistent files return none, never raise."
    },
    {
      "label": "`env -u VAR python3` skips both -u and its required operand.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1564",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1564",
      "community": 14,
      "norm_label": "`env -u var python3` skips both -u and its required operand."
    },
    {
      "label": "`env -C /tmp python3` skips both -C and its workdir operand.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1573",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1573",
      "community": 14,
      "norm_label": "`env -c /tmp python3` skips both -c and its workdir operand."
    },
    {
      "label": "`env -P /bin python3` skips both -P and its utilpath operand.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1582",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1582",
      "community": 14,
      "norm_label": "`env -p /bin python3` skips both -p and its utilpath operand."
    },
    {
      "label": "`env -i -S \"python3 -u\"` handles -S after another env flag.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1591",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1591",
      "community": 14,
      "norm_label": "`env -i -s \"python3 -u\"` handles -s after another env flag."
    },
    {
      "label": "Clumped `-uPYTHONPATH` form (no space between flag and operand) is one arg.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1600",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1600",
      "community": 14,
      "norm_label": "clumped `-upythonpath` form (no space between flag and operand) is one arg."
    },
    {
      "label": "`env -u` with no operand \u2192 not a valid command, return None.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1609",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1609",
      "community": 14,
      "norm_label": "`env -u` with no operand \u2192 not a valid command, return none."
    },
    {
      "label": "GNU `--split-string='python3 -u'` (with `=` operand) \u2192 python3.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1617",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1617",
      "community": 14,
      "norm_label": "gnu `--split-string='python3 -u'` (with `=` operand) \u2192 python3."
    },
    {
      "label": "GNU `--split-string \"python3 -u\"` (separate operand) \u2192 python3.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1626",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1626",
      "community": 14,
      "norm_label": "gnu `--split-string \"python3 -u\"` (separate operand) \u2192 python3."
    },
    {
      "label": "GNU `-a alias python3` skips both -a and its argv0 operand.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1635",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1635",
      "community": 14,
      "norm_label": "gnu `-a alias python3` skips both -a and its argv0 operand."
    },
    {
      "label": "Compact `-Spython3 -u` form (no space between -S and packed string).",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1644",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1644",
      "community": 14,
      "norm_label": "compact `-spython3 -u` form (no space between -s and packed string)."
    },
    {
      "label": "Compact `-vSpython3` (-v plus compact -S).",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1653",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1653",
      "community": 14,
      "norm_label": "compact `-vspython3` (-v plus compact -s)."
    },
    {
      "label": "GNU `--unset PYTHONPATH python3` (separate operand).",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1662",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1662",
      "community": 14,
      "norm_label": "gnu `--unset pythonpath python3` (separate operand)."
    },
    {
      "label": "GNU `--unset=PYTHONPATH python3` (`=` operand form).",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1671",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1671",
      "community": 14,
      "norm_label": "gnu `--unset=pythonpath python3` (`=` operand form)."
    },
    {
      "label": "GNU `--chdir /tmp python3` (separate operand).",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1680",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1680",
      "community": 14,
      "norm_label": "gnu `--chdir /tmp python3` (separate operand)."
    },
    {
      "label": "GNU `--chdir=/tmp python3` (`=` operand form).",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1689",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1689",
      "community": 14,
      "norm_label": "gnu `--chdir=/tmp python3` (`=` operand form)."
    },
    {
      "label": "GNU signal-handling flags skip transparently.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1698",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1698",
      "community": 14,
      "norm_label": "gnu signal-handling flags skip transparently."
    },
    {
      "label": "Unknown hyphen-prefixed env option \u2192 return None rather than guessing.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1707",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1707",
      "community": 14,
      "norm_label": "unknown hyphen-prefixed env option \u2192 return none rather than guessing."
    },
    {
      "label": "`-S` payload may carry NAME=value assignments before the interpreter.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1717",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1717",
      "community": 14,
      "norm_label": "`-s` payload may carry name=value assignments before the interpreter."
    },
    {
      "label": "`-S` payload may carry env flags (e.g. -i) before the interpreter.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1729",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1729",
      "community": 14,
      "norm_label": "`-s` payload may carry env flags (e.g. -i) before the interpreter."
    },
    {
      "label": "`--split-string=` payload may carry assignments before the interpreter.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1738",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1738",
      "community": 14,
      "norm_label": "`--split-string=` payload may carry assignments before the interpreter."
    },
    {
      "label": "`--split-string=` payload may carry env flags before the interpreter.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1750",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1750",
      "community": 14,
      "norm_label": "`--split-string=` payload may carry env flags before the interpreter."
    },
    {
      "label": "A `-S` payload that itself starts with `-S` is rejected (allow_split=False",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1759",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1759",
      "community": 14,
      "norm_label": "a `-s` payload that itself starts with `-s` is rejected (allow_split=false"
    },
    {
      "label": "`-vS` packed payload also re-parses for leading assignments.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1771",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1771",
      "community": 14,
      "norm_label": "`-vs` packed payload also re-parses for leading assignments."
    },
    {
      "label": "``save_manifest(root=...)`` writes forward-slash relative keys.",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1786",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1786",
      "community": 7,
      "norm_label": "``save_manifest(root=...)`` writes forward-slash relative keys."
    },
    {
      "label": "Back-compat: callers that don't pass ``root`` still get the legacy     absolute",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1814",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1814",
      "community": 7,
      "norm_label": "back-compat: callers that don't pass ``root`` still get the legacy     absolute"
    },
    {
      "label": "``load_manifest(root=...)`` re-anchors stored relative keys so the     in-memor",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1832",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1832",
      "community": 7,
      "norm_label": "``load_manifest(root=...)`` re-anchors stored relative keys so the     in-memor"
    },
    {
      "label": "Legacy absolute-keyed manifests still load correctly when ``root``     is suppl",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1850",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1850",
      "community": 7,
      "norm_label": "legacy absolute-keyed manifests still load correctly when ``root``     is suppl"
    },
    {
      "label": "Files outside ``root`` (e.g. symlinked external corpora) are stored     absolut",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1865",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1865",
      "community": 7,
      "norm_label": "files outside ``root`` (e.g. symlinked external corpora) are stored     absolut"
    },
    {
      "label": "End-to-end: a manifest written at one root must be readable from a     differen",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1886",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1886",
      "community": 7,
      "norm_label": "end-to-end: a manifest written at one root must be readable from a     differen"
    },
    {
      "label": "In-root symlinks must store under the symlink's own name, not the     resolved",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1925",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1925",
      "community": 7,
      "norm_label": "in-root symlinks must store under the symlink's own name, not the     resolved"
    },
    {
      "label": "The sidecar name must be identical whether the source path arrives in     NFC o",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1959",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1959",
      "community": 134,
      "norm_label": "the sidecar name must be identical whether the source path arrives in     nfc o"
    },
    {
      "label": "A second conversion of an unchanged source must not rewrite the sidecar,     so",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L1987",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_1987",
      "community": 134,
      "norm_label": "a second conversion of an unchanged source must not rewrite the sidecar,     so"
    },
    {
      "label": "#2059: the sidecar name must depend on the scan-root-RELATIVE path, not the",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L2005",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_2005",
      "community": 134,
      "norm_label": "#2059: the sidecar name must depend on the scan-root-relative path, not the"
    },
    {
      "label": "Two same-stem Office files in different subdirs must still get distinct     sid",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L2034",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_2034",
      "community": 134,
      "norm_label": "two same-stem office files in different subdirs must still get distinct     sid"
    },
    {
      "label": "A source outside the scan root (--include, custom layouts) falls back to the",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
      "source_location": "L2048",
      "_origin": "ast",
      "id": "tests_test_detect_rationale_2048",
      "community": 134,
      "norm_label": "a source outside the scan root (--include, custom layouts) falls back to the"
    },
    {
      "label": "#2058: a real source directory named env/ or *_env/ with no virtualenv     mark",
      "file_type": "rationale",
      "source_file": "tests/test_detect.py",
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    {
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      "norm_label": "tests for graphify devin install / uninstall commands."
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      "label": "User-scope install copies skill to ~/.config/devin/skills/graphify/SKILL.md.",
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    {
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      "norm_label": "/graphify skill must mention graphify query (query-first policy)."
    },
    {
      "label": "User-scope install does NOT write .windsurf/rules/ \u2014 that's project-only.",
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    {
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    {
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    {
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    {
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      "_origin": "ast",
      "id": "tests_test_export_test_to_html_contains_visjs",
      "community": 12,
      "norm_label": "test_to_html_contains_visjs()"
    },
    {
      "label": "test_to_html_neighbor_links_have_no_inline_onclick_xss()",
      "file_type": "code",
      "source_file": "tests/test_export.py",
      "source_location": "L162",
      "_origin": "ast",
      "id": "tests_test_export_test_to_html_neighbor_links_have_no_inline_onclick_xss",
      "community": 12,
      "norm_label": "test_to_html_neighbor_links_have_no_inline_onclick_xss()"
    },
    {
      "label": "test_to_html_pins_visjs_version_with_sri()",
      "file_type": "code",
      "source_file": "tests/test_export.py",
      "source_location": "L183",
      "_origin": "ast",
      "id": "tests_test_export_test_to_html_pins_visjs_version_with_sri",
      "community": 12,
      "norm_label": "test_to_html_pins_visjs_version_with_sri()"
    },
    {
      "label": "test_to_html_contains_search()",
      "file_type": "code",
      "source_file": "tests/test_export.py",
      "source_location": "L209",
      "_origin": "ast",
      "id": "tests_test_export_test_to_html_contains_search",
      "community": 12,
      "norm_label": "test_to_html_contains_search()"
    },
    {
      "label": "test_to_html_contains_legend_with_labels()",
      "file_type": "code",
      "source_file": "tests/test_export.py",
      "source_location": "L218",
      "_origin": "ast",
      "id": "tests_test_export_test_to_html_contains_legend_with_labels",
      "community": 12,
      "norm_label": "test_to_html_contains_legend_with_labels()"
    },
    {
      "label": "test_to_html_contains_nodes_and_edges()",
      "file_type": "code",
      "source_file": "tests/test_export.py",
      "source_location": "L228",
      "_origin": "ast",
      "id": "tests_test_export_test_to_html_contains_nodes_and_edges",
      "community": 12,
      "norm_label": "test_to_html_contains_nodes_and_edges()"
    },
    {
      "label": "test_to_html_member_counts_accepted()",
      "file_type": "code",
      "source_file": "tests/test_export.py",
      "source_location": "L239",
      "_origin": "ast",
      "id": "tests_test_export_test_to_html_member_counts_accepted",
      "community": 12,
      "norm_label": "test_to_html_member_counts_accepted()"
    },
    {
      "label": "_vis_nodes_from_html()",
      "file_type": "code",
      "source_file": "tests/test_export.py",
      "source_location": "L250",
      "_origin": "ast",
      "id": "tests_test_export_vis_nodes_from_html",
      "community": 12,
      "norm_label": "_vis_nodes_from_html()"
    },
    {
      "label": "test_to_html_annotated_node_gets_learning_status_and_ring()",
      "file_type": "code",
      "source_file": "tests/test_export.py",
      "source_location": "L257",
      "_origin": "ast",
      "id": "tests_test_export_test_to_html_annotated_node_gets_learning_status_and_ring",
      "community": 12,
      "norm_label": "test_to_html_annotated_node_gets_learning_status_and_ring()"
    },
    {
      "label": "test_to_html_contested_stale_node_gets_dashed_desaturated_ring()",
      "file_type": "code",
      "source_file": "tests/test_export.py",
      "source_location": "L283",
      "_origin": "ast",
      "id": "tests_test_export_test_to_html_contested_stale_node_gets_dashed_desaturated_ring",
      "community": 12,
      "norm_label": "test_to_html_contested_stale_node_gets_dashed_desaturated_ring()"
    },
    {
      "label": "test_to_html_unannotated_identical_to_pre_feature()",
      "file_type": "code",
      "source_file": "tests/test_export.py",
      "source_location": "L302",
      "_origin": "ast",
      "id": "tests_test_export_test_to_html_unannotated_identical_to_pre_feature",
      "community": 12,
      "norm_label": "test_to_html_unannotated_identical_to_pre_feature()"
    },
    {
      "label": "test_to_canvas_file_paths_relative_to_vault()",
      "file_type": "code",
      "source_file": "tests/test_export.py",
      "source_location": "L319",
      "_origin": "ast",
      "id": "tests_test_export_test_to_canvas_file_paths_relative_to_vault",
      "community": 12,
      "norm_label": "test_to_canvas_file_paths_relative_to_vault()"
    },
    {
      "label": "test_to_canvas_no_communities_still_populates()",
      "file_type": "code",
      "source_file": "tests/test_export.py",
      "source_location": "L334",
      "_origin": "ast",
      "id": "tests_test_export_test_to_canvas_no_communities_still_populates",
      "community": 12,
      "norm_label": "test_to_canvas_no_communities_still_populates()"
    },
    {
      "label": "test_to_canvas_node_grid_matches_box_columns()",
      "file_type": "code",
      "source_file": "tests/test_export.py",
      "source_location": "L347",
      "_origin": "ast",
      "id": "tests_test_export_test_to_canvas_node_grid_matches_box_columns",
      "community": 12,
      "norm_label": "test_to_canvas_node_grid_matches_box_columns()"
    },
    {
      "label": "_punct_graph()",
      "file_type": "code",
      "source_file": "tests/test_export.py",
      "source_location": "L391",
      "_origin": "ast",
      "id": "tests_test_export_punct_graph",
      "community": 12,
      "norm_label": "_punct_graph()"
    },
    {
      "label": "test_to_obsidian_never_emits_punctuation_only_filenames()",
      "file_type": "code",
      "source_file": "tests/test_export.py",
      "source_location": "L403",
      "_origin": "ast",
      "id": "tests_test_export_test_to_obsidian_never_emits_punctuation_only_filenames",
      "community": 12,
      "norm_label": "test_to_obsidian_never_emits_punctuation_only_filenames()"
    },
    {
      "label": "test_to_canvas_never_emits_punctuation_only_filenames()",
      "file_type": "code",
      "source_file": "tests/test_export.py",
      "source_location": "L418",
      "_origin": "ast",
      "id": "tests_test_export_test_to_canvas_never_emits_punctuation_only_filenames",
      "community": 12,
      "norm_label": "test_to_canvas_never_emits_punctuation_only_filenames()"
    },
    {
      "label": "_two_node_graph()",
      "file_type": "code",
      "source_file": "tests/test_export.py",
      "source_location": "L434",
      "_origin": "ast",
      "id": "tests_test_export_two_node_graph",
      "community": 62,
      "norm_label": "_two_node_graph()"
    },
    {
      "label": "test_to_obsidian_preserves_existing_user_notes_and_obsidian_config()",
      "file_type": "code",
      "source_file": "tests/test_export.py",
      "source_location": "L443",
      "_origin": "ast",
      "id": "tests_test_export_test_to_obsidian_preserves_existing_user_notes_and_obsidian_config",
      "community": 62,
      "norm_label": "test_to_obsidian_preserves_existing_user_notes_and_obsidian_config()"
    },
    {
      "label": "test_to_obsidian_empty_dir_writes_full_vault()",
      "file_type": "code",
      "source_file": "tests/test_export.py",
      "source_location": "L460",
      "_origin": "ast",
      "id": "tests_test_export_test_to_obsidian_empty_dir_writes_full_vault",
      "community": 62,
      "norm_label": "test_to_obsidian_empty_dir_writes_full_vault()"
    },
    {
      "label": "test_to_obsidian_rerun_updates_own_notes_but_not_user_files()",
      "file_type": "code",
      "source_file": "tests/test_export.py",
      "source_location": "L471",
      "_origin": "ast",
      "id": "tests_test_export_test_to_obsidian_rerun_updates_own_notes_but_not_user_files",
      "community": 62,
      "norm_label": "test_to_obsidian_rerun_updates_own_notes_but_not_user_files()"
    },
    {
      "label": "_four_node_two_community_graph()",
      "file_type": "code",
      "source_file": "tests/test_export.py",
      "source_location": "L484",
      "_origin": "ast",
      "id": "tests_test_export_four_node_two_community_graph",
      "community": 62,
      "norm_label": "_four_node_two_community_graph()"
    },
    {
      "label": "test_to_obsidian_rerun_prunes_removed_nodes()",
      "file_type": "code",
      "source_file": "tests/test_export.py",
      "source_location": "L496",
      "_origin": "ast",
      "id": "tests_test_export_test_to_obsidian_rerun_prunes_removed_nodes",
      "community": 62,
      "norm_label": "test_to_obsidian_rerun_prunes_removed_nodes()"
    },
    {
      "label": "test_to_obsidian_removed_node_returning_is_writable_again()",
      "file_type": "code",
      "source_file": "tests/test_export.py",
      "source_location": "L518",
      "_origin": "ast",
      "id": "tests_test_export_test_to_obsidian_removed_node_returning_is_writable_again",
      "community": 62,
      "norm_label": "test_to_obsidian_removed_node_returning_is_writable_again()"
    },
    {
      "label": "_case_collision_graph()",
      "file_type": "code",
      "source_file": "tests/test_export.py",
      "source_location": "L544",
      "_origin": "ast",
      "id": "tests_test_export_case_collision_graph",
      "community": 12,
      "norm_label": "_case_collision_graph()"
    },
    {
      "label": "test_to_obsidian_case_only_distinct_labels_dont_overwrite()",
      "file_type": "code",
      "source_file": "tests/test_export.py",
      "source_location": "L556",
      "_origin": "ast",
      "id": "tests_test_export_test_to_obsidian_case_only_distinct_labels_dont_overwrite",
      "community": 12,
      "norm_label": "test_to_obsidian_case_only_distinct_labels_dont_overwrite()"
    },
    {
      "label": "test_to_obsidian_generated_suffix_doesnt_overwrite_literal()",
      "file_type": "code",
      "source_file": "tests/test_export.py",
      "source_location": "L573",
      "_origin": "ast",
      "id": "tests_test_export_test_to_obsidian_generated_suffix_doesnt_overwrite_literal",
      "community": 12,
      "norm_label": "test_to_obsidian_generated_suffix_doesnt_overwrite_literal()"
    },
    {
      "label": "test_to_canvas_case_only_distinct_labels_get_distinct_files()",
      "file_type": "code",
      "source_file": "tests/test_export.py",
      "source_location": "L595",
      "_origin": "ast",
      "id": "tests_test_export_test_to_canvas_case_only_distinct_labels_get_distinct_files",
      "community": 12,
      "norm_label": "test_to_canvas_case_only_distinct_labels_get_distinct_files()"
    },
    {
      "label": "test_obsidian_canvas_filenames_agree()",
      "file_type": "code",
      "source_file": "tests/test_export.py",
      "source_location": "L609",
      "_origin": "ast",
      "id": "tests_test_export_test_obsidian_canvas_filenames_agree",
      "community": 12,
      "norm_label": "test_obsidian_canvas_filenames_agree()"
    },
    {
      "label": "test_to_obsidian_community_notes_case_collision()",
      "file_type": "code",
      "source_file": "tests/test_export.py",
      "source_location": "L625",
      "_origin": "ast",
      "id": "tests_test_export_test_to_obsidian_community_notes_case_collision",
      "community": 62,
      "norm_label": "test_to_obsidian_community_notes_case_collision()"
    },
    {
      "label": "test_backup_no_graph_json()",
      "file_type": "code",
      "source_file": "tests/test_export.py",
      "source_location": "L648",
      "_origin": "ast",
      "id": "tests_test_export_test_backup_no_graph_json",
      "community": 12,
      "norm_label": "test_backup_no_graph_json()"
    },
    {
      "label": "test_backup_no_markers()",
      "file_type": "code",
      "source_file": "tests/test_export.py",
      "source_location": "L654",
      "_origin": "ast",
      "id": "tests_test_export_test_backup_no_markers",
      "community": 12,
      "norm_label": "test_backup_no_markers()"
    },
    {
      "label": "test_backup_semantic_marker()",
      "file_type": "code",
      "source_file": "tests/test_export.py",
      "source_location": "L661",
      "_origin": "ast",
      "id": "tests_test_export_test_backup_semantic_marker",
      "community": 12,
      "norm_label": "test_backup_semantic_marker()"
    },
    {
      "label": "test_backup_curated_labels()",
      "file_type": "code",
      "source_file": "tests/test_export.py",
      "source_location": "L675",
      "_origin": "ast",
      "id": "tests_test_export_test_backup_curated_labels",
      "community": 12,
      "norm_label": "test_backup_curated_labels()"
    },
    {
      "label": "test_backup_default_labels_only()",
      "file_type": "code",
      "source_file": "tests/test_export.py",
      "source_location": "L685",
      "_origin": "ast",
      "id": "tests_test_export_test_backup_default_labels_only",
      "community": 12,
      "norm_label": "test_backup_default_labels_only()"
    },
    {
      "label": "test_backup_same_day_no_accumulation()",
      "file_type": "code",
      "source_file": "tests/test_export.py",
      "source_location": "L694",
      "_origin": "ast",
      "id": "tests_test_export_test_backup_same_day_no_accumulation",
      "community": 12,
      "norm_label": "test_backup_same_day_no_accumulation()"
    },
    {
      "label": "test_backup_same_day_changed_content()",
      "file_type": "code",
      "source_file": "tests/test_export.py",
      "source_location": "L707",
      "_origin": "ast",
      "id": "tests_test_export_test_backup_same_day_changed_content",
      "community": 12,
      "norm_label": "test_backup_same_day_changed_content()"
    },
    {
      "label": "test_backup_env_disable()",
      "file_type": "code",
      "source_file": "tests/test_export.py",
      "source_location": "L720",
      "_origin": "ast",
      "id": "tests_test_export_test_backup_env_disable",
      "community": 12,
      "norm_label": "test_backup_env_disable()"
    },
    {
      "label": "_mkG()",
      "file_type": "code",
      "source_file": "tests/test_export.py",
      "source_location": "L729",
      "_origin": "ast",
      "id": "tests_test_export_mkg",
      "community": 12,
      "norm_label": "_mkg()"
    },
    {
      "label": "test_to_json_refuses_shrink()",
      "file_type": "code",
      "source_file": "tests/test_export.py",
      "source_location": "L737",
      "_origin": "ast",
      "id": "tests_test_export_test_to_json_refuses_shrink",
      "community": 12,
      "norm_label": "test_to_json_refuses_shrink()"
    },
    {
      "label": "test_to_json_fails_safe_on_corrupt_existing()",
      "file_type": "code",
      "source_file": "tests/test_export.py",
      "source_location": "L745",
      "_origin": "ast",
      "id": "tests_test_export_test_to_json_fails_safe_on_corrupt_existing",
      "community": 12,
      "norm_label": "test_to_json_fails_safe_on_corrupt_existing()"
    },
    {
      "label": "test_to_json_proceeds_on_empty_existing()",
      "file_type": "code",
      "source_file": "tests/test_export.py",
      "source_location": "L755",
      "_origin": "ast",
      "id": "tests_test_export_test_to_json_proceeds_on_empty_existing",
      "community": 12,
      "norm_label": "test_to_json_proceeds_on_empty_existing()"
    },
    {
      "label": "test_to_html_handles_null_source_file_and_label()",
      "file_type": "code",
      "source_file": "tests/test_export.py",
      "source_location": "L765",
      "_origin": "ast",
      "id": "tests_test_export_test_to_html_handles_null_source_file_and_label",
      "community": 12,
      "norm_label": "test_to_html_handles_null_source_file_and_label()"
    },
    {
      "label": "test_existing_graph_node_count()",
      "file_type": "code",
      "source_file": "tests/test_export.py",
      "source_location": "L780",
      "_origin": "ast",
      "id": "tests_test_export_test_existing_graph_node_count",
      "community": 12,
      "norm_label": "test_existing_graph_node_count()"
    },
    {
      "label": "nx.write_graphml raises ValueError on a None attribute value; to_graphml     mu",
      "file_type": "rationale",
      "source_file": "tests/test_export.py",
      "source_location": "L86",
      "_origin": "ast",
      "id": "tests_test_export_rationale_86",
      "community": 12,
      "norm_label": "nx.write_graphml raises valueerror on a none attribute value; to_graphml     mu"
    },
    {
      "label": "nx.write_graphml only accepts scalars; a dict/list attribute (per-node     meta",
      "file_type": "rationale",
      "source_file": "tests/test_export.py",
      "source_location": "L103",
      "_origin": "ast",
      "id": "tests_test_export_rationale_103",
      "community": 12,
      "norm_label": "nx.write_graphml only accepts scalars; a dict/list attribute (per-node     meta"
    },
    {
      "label": "Coercion must leave GraphML-native scalars (int/float/bool/str) untouched,",
      "file_type": "rationale",
      "source_file": "tests/test_export.py",
      "source_location": "L127",
      "_origin": "ast",
      "id": "tests_test_export_rationale_127",
      "community": 12,
      "norm_label": "coercion must leave graphml-native scalars (int/float/bool/str) untouched,"
    },
    {
      "label": "#1838: neighbor links dropped an unescaped JSON.stringify(nid) into a     quote",
      "file_type": "rationale",
      "source_file": "tests/test_export.py",
      "source_location": "L163",
      "_origin": "ast",
      "id": "tests_test_export_rationale_163",
      "community": 12,
      "norm_label": "#1838: neighbor links dropped an unescaped json.stringify(nid) into a     quote"
    },
    {
      "label": "vis-network script tag must use a pinned versioned URL with a sha384     Subres",
      "file_type": "rationale",
      "source_file": "tests/test_export.py",
      "source_location": "L184",
      "_origin": "ast",
      "id": "tests_test_export_rationale_184",
      "community": 12,
      "norm_label": "vis-network script tag must use a pinned versioned url with a sha384     subres"
    },
    {
      "label": "to_html accepts member_counts without raising.",
      "file_type": "rationale",
      "source_file": "tests/test_export.py",
      "source_location": "L240",
      "_origin": "ast",
      "id": "tests_test_export_rationale_240",
      "community": 12,
      "norm_label": "to_html accepts member_counts without raising."
    },
    {
      "label": "Extract the RAW_NODES JSON array embedded in the generated HTML.",
      "file_type": "rationale",
      "source_file": "tests/test_export.py",
      "source_location": "L251",
      "_origin": "ast",
      "id": "tests_test_export_rationale_251",
      "community": 12,
      "norm_label": "extract the raw_nodes json array embedded in the generated html."
    },
    {
      "label": "A node with an overlay entry gets learning_status + learning_stale fields,",
      "file_type": "rationale",
      "source_file": "tests/test_export.py",
      "source_location": "L258",
      "_origin": "ast",
      "id": "tests_test_export_rationale_258",
      "community": 12,
      "norm_label": "a node with an overlay entry gets learning_status + learning_stale fields,"
    },
    {
      "label": "With no overlay, the HTML is byte-identical whether learning_overlay is     omi",
      "file_type": "rationale",
      "source_file": "tests/test_export.py",
      "source_location": "L303",
      "_origin": "ast",
      "id": "tests_test_export_rationale_303",
      "community": 12,
      "norm_label": "with no overlay, the html is byte-identical whether learning_overlay is     omi"
    },
    {
      "label": "Node file paths in canvas must be vault-root-relative (just fname.md), not hardc",
      "file_type": "rationale",
      "source_file": "tests/test_export.py",
      "source_location": "L320",
      "_origin": "ast",
      "id": "tests_test_export_rationale_320",
      "community": 12,
      "norm_label": "node file paths in canvas must be vault-root-relative (just fname.md), not hardc"
    },
    {
      "label": "#1324: empty communities (e.g. --no-cluster builds) on a populated graph     mu",
      "file_type": "rationale",
      "source_file": "tests/test_export.py",
      "source_location": "L335",
      "_origin": "ast",
      "id": "tests_test_export_rationale_335",
      "community": 12,
      "norm_label": "#1324: empty communities (e.g. --no-cluster builds) on a populated graph     mu"
    },
    {
      "label": "#1452: a community's node cards are laid out in the same ceil(sqrt(n))-column",
      "file_type": "rationale",
      "source_file": "tests/test_export.py",
      "source_location": "L348",
      "_origin": "ast",
      "id": "tests_test_export_rationale_348",
      "community": 12,
      "norm_label": "#1452: a community's node cards are laid out in the same ceil(sqrt(n))-column"
    },
    {
      "label": "A 2-node graph where one node's label is all-punctuation (e.g. a `@/*`     tsco",
      "file_type": "rationale",
      "source_file": "tests/test_export.py",
      "source_location": "L392",
      "_origin": "ast",
      "id": "tests_test_export_rationale_392",
      "community": 12,
      "norm_label": "a 2-node graph where one node's label is all-punctuation (e.g. a `@/*`     tsco"
    },
    {
      "label": "#1409: an all-punctuation label (e.g. `@/*`) must not produce a `@.md`-style",
      "file_type": "rationale",
      "source_file": "tests/test_export.py",
      "source_location": "L404",
      "_origin": "ast",
      "id": "tests_test_export_rationale_404",
      "community": 12,
      "norm_label": "#1409: an all-punctuation label (e.g. `@/*`) must not produce a `@.md`-style"
    },
    {
      "label": "#1409: same guard on the canvas exporter's file-node names.",
      "file_type": "rationale",
      "source_file": "tests/test_export.py",
      "source_location": "L419",
      "_origin": "ast",
      "id": "tests_test_export_rationale_419",
      "community": 12,
      "norm_label": "#1409: same guard on the canvas exporter's file-node names."
    },
    {
      "label": "#1506: exporting into an existing vault must not overwrite a user's note that",
      "file_type": "rationale",
      "source_file": "tests/test_export.py",
      "source_location": "L444",
      "_origin": "ast",
      "id": "tests_test_export_rationale_444",
      "community": 62,
      "norm_label": "#1506: exporting into an existing vault must not overwrite a user's note that"
    },
    {
      "label": "No regression: a fresh/empty dir still gets every note + .obsidian/graph.json.",
      "file_type": "rationale",
      "source_file": "tests/test_export.py",
      "source_location": "L461",
      "_origin": "ast",
      "id": "tests_test_export_rationale_461",
      "community": 62,
      "norm_label": "no regression: a fresh/empty dir still gets every note + .obsidian/graph.json."
    },
    {
      "label": "A re-run overwrites graphify's own prior notes (via the manifest) but leaves a",
      "file_type": "rationale",
      "source_file": "tests/test_export.py",
      "source_location": "L472",
      "_origin": "ast",
      "id": "tests_test_export_rationale_472",
      "community": 62,
      "norm_label": "a re-run overwrites graphify's own prior notes (via the manifest) but leaves a"
    },
    {
      "label": "#1896: re-exporting into the same vault must delete graphify's own notes for",
      "file_type": "rationale",
      "source_file": "tests/test_export.py",
      "source_location": "L497",
      "_origin": "ast",
      "id": "tests_test_export_rationale_497",
      "community": 62,
      "norm_label": "#1896: re-exporting into the same vault must delete graphify's own notes for"
    },
    {
      "label": "#1896 follow-on: a node that disappears and later returns must be writable",
      "file_type": "rationale",
      "source_file": "tests/test_export.py",
      "source_location": "L519",
      "_origin": "ast",
      "id": "tests_test_export_rationale_519",
      "community": 62,
      "norm_label": "#1896 follow-on: a node that disappears and later returns must be writable"
    },
    {
      "label": "Two nodes whose labels differ only by case - on macOS/APFS and Windows/NTFS",
      "file_type": "rationale",
      "source_file": "tests/test_export.py",
      "source_location": "L545",
      "_origin": "ast",
      "id": "tests_test_export_rationale_545",
      "community": 12,
      "norm_label": "two nodes whose labels differ only by case - on macos/apfs and windows/ntfs"
    },
    {
      "label": "Both notes must survive as separate files. On a case-insensitive filesystem",
      "file_type": "rationale",
      "source_file": "tests/test_export.py",
      "source_location": "L557",
      "_origin": "ast",
      "id": "tests_test_export_rationale_557",
      "community": 12,
      "norm_label": "both notes must survive as separate files. on a case-insensitive filesystem"
    },
    {
      "label": "A generated `_1` suffix must not collide with a node whose literal label is",
      "file_type": "rationale",
      "source_file": "tests/test_export.py",
      "source_location": "L574",
      "_origin": "ast",
      "id": "tests_test_export_rationale_574",
      "community": 12,
      "norm_label": "a generated `_1` suffix must not collide with a node whose literal label is"
    },
    {
      "label": "Canvas file-node references for case-only-distinct labels must be distinct",
      "file_type": "rationale",
      "source_file": "tests/test_export.py",
      "source_location": "L596",
      "_origin": "ast",
      "id": "tests_test_export_rationale_596",
      "community": 12,
      "norm_label": "canvas file-node references for case-only-distinct labels must be distinct"
    },
    {
      "label": "The CLI calls to_obsidian and to_canvas separately with no shared map, so     t",
      "file_type": "rationale",
      "source_file": "tests/test_export.py",
      "source_location": "L610",
      "_origin": "ast",
      "id": "tests_test_export_rationale_610",
      "community": 12,
      "norm_label": "the cli calls to_obsidian and to_canvas separately with no shared map, so     t"
    },
    {
      "label": "Two community labels differing only by case must each get their own     `_COMMU",
      "file_type": "rationale",
      "source_file": "tests/test_export.py",
      "source_location": "L626",
      "_origin": "ast",
      "id": "tests_test_export_rationale_626",
      "community": 62,
      "norm_label": "two community labels differing only by case must each get their own     `_commu"
    },
    {
      "label": "No graph.json \u2192 no backup.",
      "file_type": "rationale",
      "source_file": "tests/test_export.py",
      "source_location": "L649",
      "_origin": "ast",
      "id": "tests_test_export_rationale_649",
      "community": 12,
      "norm_label": "no graph.json \u2192 no backup."
    },
    {
      "label": "graph.json present but no sentinel and no curated labels \u2192 no backup.",
      "file_type": "rationale",
      "source_file": "tests/test_export.py",
      "source_location": "L655",
      "_origin": "ast",
      "id": "tests_test_export_rationale_655",
      "community": 12,
      "norm_label": "graph.json present but no sentinel and no curated labels \u2192 no backup."
    },
    {
      "label": "graph.json + .graphify_semantic_marker \u2192 backup taken.",
      "file_type": "rationale",
      "source_file": "tests/test_export.py",
      "source_location": "L662",
      "_origin": "ast",
      "id": "tests_test_export_rationale_662",
      "community": 12,
      "norm_label": "graph.json + .graphify_semantic_marker \u2192 backup taken."
    },
    {
      "label": "graph.json + non-default label in .graphify_labels.json \u2192 backup taken.",
      "file_type": "rationale",
      "source_file": "tests/test_export.py",
      "source_location": "L676",
      "_origin": "ast",
      "id": "tests_test_export_rationale_676",
      "community": 12,
      "norm_label": "graph.json + non-default label in .graphify_labels.json \u2192 backup taken."
    },
    {
      "label": "All-default labels \u2192 no backup (not curated).",
      "file_type": "rationale",
      "source_file": "tests/test_export.py",
      "source_location": "L686",
      "_origin": "ast",
      "id": "tests_test_export_rationale_686",
      "community": 12,
      "norm_label": "all-default labels \u2192 no backup (not curated)."
    },
    {
      "label": "Same content on same day returns existing backup dir without re-copying.",
      "file_type": "rationale",
      "source_file": "tests/test_export.py",
      "source_location": "L695",
      "_origin": "ast",
      "id": "tests_test_export_rationale_695",
      "community": 12,
      "norm_label": "same content on same day returns existing backup dir without re-copying."
    },
    {
      "label": "Changed graph.json on same day overwrites the existing backup in place.",
      "file_type": "rationale",
      "source_file": "tests/test_export.py",
      "source_location": "L708",
      "_origin": "ast",
      "id": "tests_test_export_rationale_708",
      "community": 12,
      "norm_label": "changed graph.json on same day overwrites the existing backup in place."
    },
    {
      "label": "GRAPHIFY_NO_BACKUP=1 disables backup entirely.",
      "file_type": "rationale",
      "source_file": "tests/test_export.py",
      "source_location": "L721",
      "_origin": "ast",
      "id": "tests_test_export_rationale_721",
      "community": 12,
      "norm_label": "graphify_no_backup=1 disables backup entirely."
    },
    {
      "label": "#479: refuse to silently overwrite an existing graph with fewer nodes.",
      "file_type": "rationale",
      "source_file": "tests/test_export.py",
      "source_location": "L738",
      "_origin": "ast",
      "id": "tests_test_export_rationale_738",
      "community": 12,
      "norm_label": "#479: refuse to silently overwrite an existing graph with fewer nodes."
    },
    {
      "label": "A non-empty but unparseable existing graph.json (corrupt or mid-write)     must",
      "file_type": "rationale",
      "source_file": "tests/test_export.py",
      "source_location": "L746",
      "_origin": "ast",
      "id": "tests_test_export_rationale_746",
      "community": 12,
      "norm_label": "a non-empty but unparseable existing graph.json (corrupt or mid-write)     must"
    },
    {
      "label": "An empty/whitespace existing file has no nodes to lose, so it is not a     shri",
      "file_type": "rationale",
      "source_file": "tests/test_export.py",
      "source_location": "L756",
      "_origin": "ast",
      "id": "tests_test_export_rationale_756",
      "community": 12,
      "norm_label": "an empty/whitespace existing file has no nodes to lose, so it is not a     shri"
    },
    {
      "label": "#1775: a node with source_file=None or label=None must not crash to_html     (s",
      "file_type": "rationale",
      "source_file": "tests/test_export.py",
      "source_location": "L766",
      "_origin": "ast",
      "id": "tests_test_export_rationale_766",
      "community": 12,
      "norm_label": "#1775: a node with source_file=none or label=none must not crash to_html     (s"
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      "source_location": "L2582",
      "_origin": "ast",
      "id": "tests_test_extract_test_matlab_m_not_extracted_as_garbage",
      "community": 4,
      "norm_label": "test_matlab_m_not_extracted_as_garbage()"
    },
    {
      "label": "test_rewire_binds_cross_module_function_reference_to_definition()",
      "file_type": "code",
      "source_file": "tests/test_extract.py",
      "source_location": "L2592",
      "_origin": "ast",
      "id": "tests_test_extract_test_rewire_binds_cross_module_function_reference_to_definition",
      "community": 4,
      "norm_label": "test_rewire_binds_cross_module_function_reference_to_definition()"
    },
    {
      "label": "test_rewire_does_not_bind_function_reference_across_language()",
      "file_type": "code",
      "source_file": "tests/test_extract.py",
      "source_location": "L2609",
      "_origin": "ast",
      "id": "tests_test_extract_test_rewire_does_not_bind_function_reference_across_language",
      "community": 4,
      "norm_label": "test_rewire_does_not_bind_function_reference_across_language()"
    },
    {
      "label": "test_rewire_does_not_bind_ambiguous_function_reference()",
      "file_type": "code",
      "source_file": "tests/test_extract.py",
      "source_location": "L2624",
      "_origin": "ast",
      "id": "tests_test_extract_test_rewire_does_not_bind_ambiguous_function_reference",
      "community": 4,
      "norm_label": "test_rewire_does_not_bind_ambiguous_function_reference()"
    },
    {
      "label": "test_rewire_does_not_bind_supertype_stub_to_function()",
      "file_type": "code",
      "source_file": "tests/test_extract.py",
      "source_location": "L2638",
      "_origin": "ast",
      "id": "tests_test_extract_test_rewire_does_not_bind_supertype_stub_to_function",
      "community": 4,
      "norm_label": "test_rewire_does_not_bind_supertype_stub_to_function()"
    },
    {
      "label": "Same input always produces same output.",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L21",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_21",
      "community": 4,
      "norm_label": "same input always produces same output."
    },
    {
      "label": "All edge sources must reference a known node (targets may be external imports).",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L44",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_44",
      "community": 45,
      "norm_label": "all edge sources must reference a known node (targets may be external imports)."
    },
    {
      "label": "contains / method / inherits / imports edges must always be EXTRACTED.",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L52",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_52",
      "community": 45,
      "norm_label": "contains / method / inherits / imports edges must always be extracted."
    },
    {
      "label": "Two different files' same-named, otherwise-undefined base class must not     co",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L109",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_109",
      "community": 9,
      "norm_label": "two different files' same-named, otherwise-undefined base class must not     co"
    },
    {
      "label": "#1402: a class defined once but referenced via type annotations in N other",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L140",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_140",
      "community": 504,
      "norm_label": "#1402: a class defined once but referenced via type annotations in n other"
    },
    {
      "label": "#1402 (Go): the sourceless-stub fix landed in six extractors but the Go copy",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L163",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_163",
      "community": 9,
      "norm_label": "#1402 (go): the sourceless-stub fix landed in six extractors but the go copy"
    },
    {
      "label": "#1462: imported stdlib/type stubs with the same label are distinct uses     whe",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L192",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_192",
      "community": 507,
      "norm_label": "#1462: imported stdlib/type stubs with the same label are distinct uses     whe"
    },
    {
      "label": "origin_file is an internal disambiguation hint (#1462) consumed only by the",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L211",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_211",
      "community": 510,
      "norm_label": "origin_file is an internal disambiguation hint (#1462) consumed only by the"
    },
    {
      "label": "#1462 (dedicated extractors): the imported-type-stub disambiguation (the     ``",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L241",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_241",
      "community": 511,
      "norm_label": "#1462 (dedicated extractors): the imported-type-stub disambiguation (the     ``"
    },
    {
      "label": "The pre-#1261 rglob-per-extension implementation, kept as a parity oracle.",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L438",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_438",
      "community": 4,
      "norm_label": "the pre-#1261 rglob-per-extension implementation, kept as a parity oracle."
    },
    {
      "label": "collect_files must scan every directory at most once and never descend     into",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L490",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_490",
      "community": 4,
      "norm_label": "collect_files must scan every directory at most once and never descend     into"
    },
    {
      "label": "After merging multiple files, no internal edges should be dangling.",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L522",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_522",
      "community": 512,
      "norm_label": "after merging multiple files, no internal edges should be dangling."
    },
    {
      "label": "Call-graph pass must produce INFERRED calls edges.",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L534",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_534",
      "community": 45,
      "norm_label": "call-graph pass must produce inferred calls edges."
    },
    {
      "label": "AST-resolved call edges are deterministic and should be EXTRACTED/1.0.",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L541",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_541",
      "community": 45,
      "norm_label": "ast-resolved call edges are deterministic and should be extracted/1.0."
    },
    {
      "label": "run_analysis() calls compute_score() - must appear as a calls edge.",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L564",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_564",
      "community": 45,
      "norm_label": "run_analysis() calls compute_score() - must appear as a calls edge."
    },
    {
      "label": "Analyzer.process() calls run_analysis() - cross class\u2192function calls edge.",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L585",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_585",
      "community": 45,
      "norm_label": "analyzer.process() calls run_analysis() - cross class\u2192function calls edge."
    },
    {
      "label": "Same caller\u2192callee pair must appear only once even if called multiple times.",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L596",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_596",
      "community": 45,
      "norm_label": "same caller\u2192callee pair must appear only once even if called multiple times."
    },
    {
      "label": "Unqualified cross-file calls must not guess between duplicate helper names.",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L603",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_603",
      "community": 9,
      "norm_label": "unqualified cross-file calls must not guess between duplicate helper names."
    },
    {
      "label": "A real cross-file call must NOT be erased by a same-named test mock.      src/",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L625",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_625",
      "community": 9,
      "norm_label": "a real cross-file call must not be erased by a same-named test mock.      src/"
    },
    {
      "label": "Two genuine NON-test defs of the same name + one caller => ZERO edges.      Pr",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L657",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_657",
      "community": 9,
      "norm_label": "two genuine non-test defs of the same name + one caller => zero edges.      pr"
    },
    {
      "label": "One src def + many same-named test stubs + caller => exactly one src edge.",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L686",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_686",
      "community": 513,
      "norm_label": "one src def + many same-named test stubs + caller => exactly one src edge."
    },
    {
      "label": "When Language() raises TypeError (e.g. old tree-sitter binding meets a     new",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L710",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_710",
      "community": 2,
      "norm_label": "when language() raises typeerror (e.g. old tree-sitter binding meets a     new"
    },
    {
      "label": "`const { foo } = require('./mod')` must emit imports_from to the resolved module",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L742",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_742",
      "community": 34,
      "norm_label": "`const { foo } = require('./mod')` must emit imports_from to the resolved module"
    },
    {
      "label": "Destructured CJS requires must emit symbol-level `imports` edges per binder.",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L756",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_756",
      "community": 34,
      "norm_label": "destructured cjs requires must emit symbol-level `imports` edges per binder."
    },
    {
      "label": "`const x = require('./m').y` must emit symbol edge for `y`.",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L766",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_766",
      "community": 34,
      "norm_label": "`const x = require('./m').y` must emit symbol edge for `y`."
    },
    {
      "label": "Regression: arrow functions in lexical_declaration must still produce nodes.",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L775",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_775",
      "community": 34,
      "norm_label": "regression: arrow functions in lexical_declaration must still produce nodes."
    },
    {
      "label": "`this.X = () => {}` / `this.X = function(){}` in a constructor-style     functi",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L788",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_788",
      "community": 4,
      "norm_label": "`this.x = () => {}` / `this.x = function(){}` in a constructor-style     functi"
    },
    {
      "label": "`exports.X = fn` and `module.exports.X = fn` must produce function nodes.",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L820",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_820",
      "community": 34,
      "norm_label": "`exports.x = fn` and `module.exports.x = fn` must produce function nodes."
    },
    {
      "label": "`Foo.prototype.bar = fn` must be captured as a method owned by Foo.",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L833",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_833",
      "community": 34,
      "norm_label": "`foo.prototype.bar = fn` must be captured as a method owned by foo."
    },
    {
      "label": "`const f = function(){}` (function expression, not arrow) must be captured.",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L846",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_846",
      "community": 34,
      "norm_label": "`const f = function(){}` (function expression, not arrow) must be captured."
    },
    {
      "label": "A class field initialised with an arrow function (`x = () => {}`) must be     c",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L855",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_855",
      "community": 34,
      "norm_label": "a class field initialised with an arrow function (`x = () => {}`) must be     c"
    },
    {
      "label": "Guard against the phantom-god-node class (#1077): an arbitrary     `obj.x = fn`",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L872",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_872",
      "community": 34,
      "norm_label": "guard against the phantom-god-node class (#1077): an arbitrary     `obj.x = fn`"
    },
    {
      "label": "A cross-file `calls` edge must be EXTRACTED when the caller's file has     an `",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L894",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_894",
      "community": 9,
      "norm_label": "a cross-file `calls` edge must be extracted when the caller's file has     an `"
    },
    {
      "label": "A JS/TS call with no local definition and no import must NOT bind to a     same",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L920",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_920",
      "community": 9,
      "norm_label": "a js/ts call with no local definition and no import must not bind to a     same"
    },
    {
      "label": "`ClassName.method()` across files resolves to the class-qualified method     no",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L944",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_944",
      "community": 9,
      "norm_label": "`classname.method()` across files resolves to the class-qualified method     no"
    },
    {
      "label": "#1899 variant B: a symbol whose name normalizes to nothing (a minified `$`",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L974",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_974",
      "community": 9,
      "norm_label": "#1899 variant b: a symbol whose name normalizes to nothing (a minified `$`"
    },
    {
      "label": "#1941: `--out <far-away-dir>` must not basename every in-root node.      The C",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L991",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_991",
      "community": 9,
      "norm_label": "#1941: `--out <far-away-dir>` must not basename every in-root node.      the c"
    },
    {
      "label": "`module.func()` where `module` is imported resolves to the callable that     mo",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L1033",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_1033",
      "community": 9,
      "norm_label": "`module.func()` where `module` is imported resolves to the callable that     mo"
    },
    {
      "label": "A `module.func()` call must resolve only against a module the caller's own",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L1058",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_1058",
      "community": 9,
      "norm_label": "a `module.func()` call must resolve only against a module the caller's own"
    },
    {
      "label": "`from pkg import mod as alias` must resolve `alias.func()` the same way the",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L1078",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_1078",
      "community": 500,
      "norm_label": "`from pkg import mod as alias` must resolve `alias.func()` the same way the"
    },
    {
      "label": "`import mod as alias` must resolve `alias.func()` the same way `import mod`",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L1119",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_1119",
      "community": 501,
      "norm_label": "`import mod as alias` must resolve `alias.func()` the same way `import mod`"
    },
    {
      "label": "The issue's own motivating shape (#2082): `from pkg import mod as alias`     gu",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L1144",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_1144",
      "community": 9,
      "norm_label": "the issue's own motivating shape (#2082): `from pkg import mod as alias`     gu"
    },
    {
      "label": "`import pkg.mod as alias` -- the dotted absolute-import form the issue     flag",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L1181",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_1181",
      "community": 9,
      "norm_label": "`import pkg.mod as alias` -- the dotted absolute-import form the issue     flag"
    },
    {
      "label": "`from . import mod as alias` -- a relative sibling-module import with an     al",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L1215",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_1215",
      "community": 9,
      "norm_label": "`from . import mod as alias` -- a relative sibling-module import with an     al"
    },
    {
      "label": "#2082 must not over-resolve: an aliased import of an EXTERNAL/uncorpus     modu",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L1249",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_1249",
      "community": 9,
      "norm_label": "#2082 must not over-resolve: an aliased import of an external/uncorpus     modu"
    },
    {
      "label": "#2082: the aliased `calls` edge must survive a warm (cache-hit) re-extract.",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L1273",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_1273",
      "community": 502,
      "norm_label": "#2082: the aliased `calls` edge must survive a warm (cache-hit) re-extract."
    },
    {
      "label": "The real #1446 shape: a viewset action `approve()` delegates to a SERVICE     a",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L1305",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_1305",
      "community": 9,
      "norm_label": "the real #1446 shape: a viewset action `approve()` delegates to a service     a"
    },
    {
      "label": "A lowercase-receiver member call (`obj.run()`, `self.run()`) must NOT be     re",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L1337",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_1337",
      "community": 9,
      "norm_label": "a lowercase-receiver member call (`obj.run()`, `self.run()`) must not be     re"
    },
    {
      "label": "When the class name is defined in 2+ files, the qualified call must not     res",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L1363",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_1363",
      "community": 503,
      "norm_label": "when the class name is defined in 2+ files, the qualified call must not     res"
    },
    {
      "label": "Functions defined alongside a JSX-returning component must be captured.",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L1393",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_1393",
      "community": 34,
      "norm_label": "functions defined alongside a jsx-returning component must be captured."
    },
    {
      "label": "Calls inside JSX expressions like `{fmtDate(now)}` must yield call edges.",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L1403",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_1403",
      "community": 34,
      "norm_label": "calls inside jsx expressions like `{fmtdate(now)}` must yield call edges."
    },
    {
      "label": "Wiring check: the .tsx config must use tree-sitter's `language_tsx`.",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L1425",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_1425",
      "community": 4,
      "norm_label": "wiring check: the .tsx config must use tree-sitter's `language_tsx`."
    },
    {
      "label": "extract() must run sequential when _extract_parallel signals failure (returns Fa",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L1438",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_1438",
      "community": 505,
      "norm_label": "extract() must run sequential when _extract_parallel signals failure (returns fa"
    },
    {
      "label": "_extract_parallel must catch BrokenProcessPool internally and return False.",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L1466",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_1466",
      "community": 4,
      "norm_label": "_extract_parallel must catch brokenprocesspool internally and return false."
    },
    {
      "label": "`source \"${DIR}/lib/x.sh\"` (the `dirname \"${BASH_SOURCE[0]}\"` idiom) must     r",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L1545",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_1545",
      "community": 4,
      "norm_label": "`source \"${dir}/lib/x.sh\"` (the `dirname \"${bash_source[0]}\"` idiom) must     r"
    },
    {
      "label": "A variable-built source path with no matching file on disk must emit no     imp",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L1571",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_1571",
      "community": 4,
      "norm_label": "a variable-built source path with no matching file on disk must emit no     imp"
    },
    {
      "label": "extract_bash returns error dict when tree-sitter-bash not installed (mocked).",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L1700",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_1700",
      "community": 4,
      "norm_label": "extract_bash returns error dict when tree-sitter-bash not installed (mocked)."
    },
    {
      "label": "`$(build)` must not be recorded as a call edge to build().",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L1717",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_1717",
      "community": 4,
      "norm_label": "`$(build)` must not be recorded as a call edge to build()."
    },
    {
      "label": "`<(helper)` (process substitution) must not be recorded as a call edge.",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L1735",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_1735",
      "community": 4,
      "norm_label": "`<(helper)` (process substitution) must not be recorded as a call edge."
    },
    {
      "label": "User-defined function shadowing an external command (install/find/etc.) must sti",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L1753",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_1753",
      "community": 4,
      "norm_label": "user-defined function shadowing an external command (install/find/etc.) must sti"
    },
    {
      "label": "Every bash file produces a `bash_entrypoint` node distinct from the file node, j",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L1773",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_1773",
      "community": 4,
      "norm_label": "every bash file produces a `bash_entrypoint` node distinct from the file node, j"
    },
    {
      "label": "Top-level function call attaches to the entrypoint node, not orphaned.",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L1790",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_1790",
      "community": 4,
      "norm_label": "top-level function call attaches to the entrypoint node, not orphaned."
    },
    {
      "label": "Entrypoint node must have a distinct ID from a function also named 'script'.",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L1821",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_1821",
      "community": 4,
      "norm_label": "entrypoint node must have a distinct id from a function also named 'script'."
    },
    {
      "label": "Calls made inside a nested (inner) function body must be collected.",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L1842",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_1842",
      "community": 4,
      "norm_label": "calls made inside a nested (inner) function body must be collected."
    },
    {
      "label": "When 'source' is a user-defined function, 'source ./file.sh' must emit a     ca",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L1867",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_1867",
      "community": 4,
      "norm_label": "when 'source' is a user-defined function, 'source ./file.sh' must emit a     ca"
    },
    {
      "label": "extract_bash must surface the data cross-file resolution needs: a     ``bash_so",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L1886",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_1886",
      "community": 4,
      "norm_label": "extract_bash must surface the data cross-file resolution needs: a     ``bash_so"
    },
    {
      "label": "#2141 repro: a call to a function defined in a sourced file must produce a",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L1914",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_1914",
      "community": 506,
      "norm_label": "#2141 repro: a call to a function defined in a sourced file must produce a"
    },
    {
      "label": "Wiring the source-backed call resolver must not re-emit the ``imports_from``",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L1929",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_1929",
      "community": 508,
      "norm_label": "wiring the source-backed call resolver must not re-emit the ``imports_from``"
    },
    {
      "label": "A call to a command that is not a function in any sourced file (an external",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L1944",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_1944",
      "community": 509,
      "norm_label": "a call to a command that is not a function in any sourced file (an external"
    },
    {
      "label": "End-to-end integration of #2079 + #2141 (#2157/#2139): a library sourced     vi",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L1960",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_1960",
      "community": 9,
      "norm_label": "end-to-end integration of #2079 + #2141 (#2157/#2139): a library sourced     vi"
    },
    {
      "label": "`source \"lib/${X}.sh\"` keeps an expansion in the suffix, so the     ``$``-in-su",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L2010",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_2010",
      "community": 4,
      "norm_label": "`source \"lib/${x}.sh\"` keeps an expansion in the suffix, so the     ``$``-in-su"
    },
    {
      "label": "`source \"$CONFIG_FILE\"` strips to an empty suffix \u2014 nothing literal is     left",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L2028",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_2028",
      "community": 4,
      "norm_label": "`source \"$config_file\"` strips to an empty suffix \u2014 nothing literal is     left"
    },
    {
      "label": "`source \"${D}/../secret.sh\"` must hit the ``..`` guard. The target file     exi",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L2043",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_2043",
      "community": 4,
      "norm_label": "`source \"${d}/../secret.sh\"` must hit the ``..`` guard. the target file     exi"
    },
    {
      "label": "A data-shaped .json (eval fixture / dataset) must NOT emit per-key nodes.",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L2178",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_2178",
      "community": 4,
      "norm_label": "a data-shaped .json (eval fixture / dataset) must not emit per-key nodes."
    },
    {
      "label": "A JSON file whose root is an array is data, never a config/manifest.",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L2192",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_2192",
      "community": 4,
      "norm_label": "a json file whose root is an array is data, never a config/manifest."
    },
    {
      "label": "tsconfig.json must still be AST-extracted even without telltale keys.",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L2201",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_2201",
      "community": 4,
      "norm_label": "tsconfig.json must still be ast-extracted even without telltale keys."
    },
    {
      "label": "An arbitrarily-named JSON with config keys (dependencies) is still extracted.",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L2210",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_2210",
      "community": 4,
      "norm_label": "an arbitrarily-named json with config keys (dependencies) is still extracted."
    },
    {
      "label": "Extensionless CLIs resolve their extractor from the shebang, mirroring     dete",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L2231",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_2231",
      "community": 4,
      "norm_label": "extensionless clis resolve their extractor from the shebang, mirroring     dete"
    },
    {
      "label": "A shebang-only bash CLI must contribute nodes with the same ID scheme     as a",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L2265",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_2265",
      "community": 9,
      "norm_label": "a shebang-only bash cli must contribute nodes with the same id scheme     as a"
    },
    {
      "label": "Bash extractor must route node metadata through sanitize_metadata so     HTML-s",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L2281",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_2281",
      "community": 4,
      "norm_label": "bash extractor must route node metadata through sanitize_metadata so     html-s"
    },
    {
      "label": "export { X } from './mod' must emit re_exports edges for each named specifier.",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L2300",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_2300",
      "community": 34,
      "norm_label": "export { x } from './mod' must emit re_exports edges for each named specifier."
    },
    {
      "label": "Barrel file must emit file-level imports_from edges to source modules.",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L2314",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_2314",
      "community": 34,
      "norm_label": "barrel file must emit file-level imports_from edges to source modules."
    },
    {
      "label": "re_exports edges should have context='re-export'.",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L2325",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_2325",
      "community": 34,
      "norm_label": "re_exports edges should have context='re-export'."
    },
    {
      "label": "export function/const in a barrel file must still create nodes.",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L2334",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_2334",
      "community": 34,
      "norm_label": "export function/const in a barrel file must still create nodes."
    },
    {
      "label": "All re_exports edges should have confidence=EXTRACTED.",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L2344",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_2344",
      "community": 34,
      "norm_label": "all re_exports edges should have confidence=extracted."
    },
    {
      "label": "export { localVar } without 'from' should NOT create re_exports edges.",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L2376",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_2376",
      "community": 34,
      "norm_label": "export { localvar } without 'from' should not create re_exports edges."
    },
    {
      "label": "Dart child node IDs must be built from _file_stem rather than absolute path.",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L2389",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_2389",
      "community": 151,
      "norm_label": "dart child node ids must be built from _file_stem rather than absolute path."
    },
    {
      "label": "#1522: two distinct paths whose only difference is a separator-vs-punctuation",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L2430",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_2430",
      "community": 9,
      "norm_label": "#1522: two distinct paths whose only difference is a separator-vs-punctuation"
    },
    {
      "label": "The collision hash must touch only actual colliders \u2014 a path with no collision",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L2450",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_2450",
      "community": 30,
      "norm_label": "the collision hash must touch only actual colliders \u2014 a path with no collision"
    },
    {
      "label": "#1781: a cross-module reference to a function must land on the real     definit",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L2593",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_2593",
      "community": 4,
      "norm_label": "#1781: a cross-module reference to a function must land on the real     definit"
    },
    {
      "label": "#1781 safety: a Python reference stub must not bind to a unique Go     function",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L2610",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_2610",
      "community": 4,
      "norm_label": "#1781 safety: a python reference stub must not bind to a unique go     function"
    },
    {
      "label": "#1781 safety: two same-named functions leave the reference on the stub.",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L2625",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_2625",
      "community": 4,
      "norm_label": "#1781 safety: two same-named functions leave the reference on the stub."
    },
    {
      "label": "#1781 safety: a stub used as a base type must never resolve to a     same-named",
      "file_type": "rationale",
      "source_file": "tests/test_extract.py",
      "source_location": "L2639",
      "_origin": "ast",
      "id": "tests_test_extract_rationale_2639",
      "community": 4,
      "norm_label": "#1781 safety: a stub used as a base type must never resolve to a     same-named"
    },
    {
      "label": "test_extract_cache_location.py",
      "file_type": "code",
      "source_file": "tests/test_extract_cache_location.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_test_extract_cache_location",
      "community": 198,
      "norm_label": "test_extract_cache_location.py"
    },
    {
      "label": "_reset_stat_index()",
      "file_type": "code",
      "source_file": "tests/test_extract_cache_location.py",
      "source_location": "L24",
      "_origin": "ast",
      "id": "tests_test_extract_cache_location_reset_stat_index",
      "community": 198,
      "norm_label": "_reset_stat_index()"
    },
    {
      "label": "_make_corpus()",
      "file_type": "code",
      "source_file": "tests/test_extract_cache_location.py",
      "source_location": "L33",
      "_origin": "ast",
      "id": "tests_test_extract_cache_location_make_corpus",
      "community": 198,
      "norm_label": "_make_corpus()"
    },
    {
      "label": "Path",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "tests_test_extract_cache_location_py_path",
      "community": 198,
      "norm_label": "path"
    },
    {
      "label": "test_default_cache_lands_in_cwd_not_source_tree()",
      "file_type": "code",
      "source_file": "tests/test_extract_cache_location.py",
      "source_location": "L41",
      "_origin": "ast",
      "id": "tests_test_extract_cache_location_test_default_cache_lands_in_cwd_not_source_tree",
      "community": 198,
      "norm_label": "test_default_cache_lands_in_cwd_not_source_tree()"
    },
    {
      "label": "test_default_cache_does_not_leave_stat_index_in_source_tree()",
      "file_type": "code",
      "source_file": "tests/test_extract_cache_location.py",
      "source_location": "L60",
      "_origin": "ast",
      "id": "tests_test_extract_cache_location_test_default_cache_does_not_leave_stat_index_in_source_tree",
      "community": 198,
      "norm_label": "test_default_cache_does_not_leave_stat_index_in_source_tree()"
    },
    {
      "label": "test_explicit_cache_root_still_wins()",
      "file_type": "code",
      "source_file": "tests/test_extract_cache_location.py",
      "source_location": "L81",
      "_origin": "ast",
      "id": "tests_test_extract_cache_location_test_explicit_cache_root_still_wins",
      "community": 198,
      "norm_label": "test_explicit_cache_root_still_wins()"
    },
    {
      "label": "test_default_cache_round_trips_via_extract()",
      "file_type": "code",
      "source_file": "tests/test_extract_cache_location.py",
      "source_location": "L96",
      "_origin": "ast",
      "id": "tests_test_extract_cache_location_test_default_cache_round_trips_via_extract",
      "community": 198,
      "norm_label": "test_default_cache_round_trips_via_extract()"
    },
    {
      "label": "test_cache_keys_stay_relative_for_out_of_cwd_corpus()",
      "file_type": "code",
      "source_file": "tests/test_extract_cache_location.py",
      "source_location": "L112",
      "_origin": "ast",
      "id": "tests_test_extract_cache_location_test_cache_keys_stay_relative_for_out_of_cwd_corpus",
      "community": 198,
      "norm_label": "test_cache_keys_stay_relative_for_out_of_cwd_corpus()"
    },
    {
      "label": "#1774 \u2014 extract() must never write its AST cache into the analyzed source tree.",
      "file_type": "rationale",
      "source_file": "tests/test_extract_cache_location.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_test_extract_cache_location_rationale_1",
      "community": 198,
      "norm_label": "#1774 \u2014 extract() must never write its ast cache into the analyzed source tree."
    },
    {
      "label": "The stat-index location is chosen once per process via a module global     (#17",
      "file_type": "rationale",
      "source_file": "tests/test_extract_cache_location.py",
      "source_location": "L25",
      "_origin": "ast",
      "id": "tests_test_extract_cache_location_rationale_25",
      "community": 198,
      "norm_label": "the stat-index location is chosen once per process via a module global     (#17"
    },
    {
      "label": "Fresh-process regression for the stat-index leak specifically: even for a     W",
      "file_type": "rationale",
      "source_file": "tests/test_extract_cache_location.py",
      "source_location": "L61",
      "_origin": "ast",
      "id": "tests_test_extract_cache_location_rationale_61",
      "community": 198,
      "norm_label": "fresh-process regression for the stat-index leak specifically: even for a     w"
    },
    {
      "label": "A second extract() of the same corpus must hit the CWD cache the first     wrot",
      "file_type": "rationale",
      "source_file": "tests/test_extract_cache_location.py",
      "source_location": "L97",
      "_origin": "ast",
      "id": "tests_test_extract_cache_location_rationale_97",
      "community": 198,
      "norm_label": "a second extract() of the same corpus must hit the cwd cache the first     wrot"
    },
    {
      "label": "The location/anchor split must keep content-hash keys anchored on the     corpu",
      "file_type": "rationale",
      "source_file": "tests/test_extract_cache_location.py",
      "source_location": "L113",
      "_origin": "ast",
      "id": "tests_test_extract_cache_location_rationale_113",
      "community": 198,
      "norm_label": "the location/anchor split must keep content-hash keys anchored on the     corpu"
    },
    {
      "label": "test_extract_cli.py",
      "file_type": "code",
      "source_file": "tests/test_extract_cli.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_test_extract_cli",
      "community": 33,
      "norm_label": "test_extract_cli.py"
    },
    {
      "label": "_make_corpus()",
      "file_type": "code",
      "source_file": "tests/test_extract_cli.py",
      "source_location": "L11",
      "_origin": "ast",
      "id": "tests_test_extract_cli_make_corpus",
      "community": 33,
      "norm_label": "_make_corpus()"
    },
    {
      "label": "test_extract_exits_nonzero_when_all_semantic_chunks_fail()",
      "file_type": "code",
      "source_file": "tests/test_extract_cli.py",
      "source_location": "L22",
      "_origin": "ast",
      "id": "tests_test_extract_cli_test_extract_exits_nonzero_when_all_semantic_chunks_fail",
      "community": 33,
      "norm_label": "test_extract_exits_nonzero_when_all_semantic_chunks_fail()"
    },
    {
      "label": "test_extract_succeeds_when_at_least_one_chunk_completes()",
      "file_type": "code",
      "source_file": "tests/test_extract_cli.py",
      "source_location": "L83",
      "_origin": "ast",
      "id": "tests_test_extract_cli_test_extract_succeeds_when_at_least_one_chunk_completes",
      "community": 33,
      "norm_label": "test_extract_succeeds_when_at_least_one_chunk_completes()"
    },
    {
      "label": "test_incremental_partial_run_preserves_untouched_semantic_hash()",
      "file_type": "code",
      "source_file": "tests/test_extract_cli.py",
      "source_location": "L140",
      "_origin": "ast",
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      "label": "When every semantic chunk errors (e.g. backend SDK not installed),     the CLI",
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      "norm_label": "when every semantic chunk errors (e.g. backend sdk not installed),     the cli"
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      "norm_label": "#1948 caller-side guard: an incremental run that only re-dispatches the     cha"
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      "label": "#1948 x #1950 interaction: a doc stamped complete on a prior run that     TRUNC",
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      "label": "#1894 repro: over a warm manifest + warm standard semantic cache,     `extract",
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      "norm_label": "#1894 repro: over a warm manifest + warm standard semantic cache,     `extract"
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      "norm_label": "extract accepts --force: a warm tree re-dispatches every semantic file     (cac"
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      "label": "GRAPHIFY_FORCE=1 behaves like --force (env parity with `update`).",
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      "norm_label": "graphify_force=1 behaves like --force (env parity with `update`)."
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      "label": "cache-check --mode deep consults cache/semantic-deep/; without the flag     it",
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      "norm_label": "cache-check --mode deep consults cache/semantic-deep/; without the flag     it"
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      "label": "A corpus with only code \u2014 no docs/papers/images.",
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      "source_location": "L582",
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      "norm_label": "a corpus with only code \u2014 no docs/papers/images."
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      "label": "Clear every env var that detect_backend() or _get_backend_api_key() reads.",
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      "norm_label": "clear every env var that detect_backend() or _get_backend_api_key() reads."
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      "norm_label": "`extract --out dir` routes every artifact to dir/graphify-out/ and the     scan"
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      "norm_label": "key requirement still fires when semantic work is needed.      a corpus with a"
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      "label": "--timing prints per-stage `[graphify timing]` lines to stderr (#1490); omitting",
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      "norm_label": "--timing prints per-stage `[graphify timing]` lines to stderr (#1490); omitting"
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      "source_location": "L940",
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      "label": "Post-#1897 state: the excluded file IS manifest-listed. It must be     pruned f",
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      "source_location": "L989",
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      "community": 33,
      "norm_label": "post-#1897 state: the excluded file is manifest-listed. it must be     pruned f"
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      "label": "--no-cluster's exclusion-only early exit must still scrub the excluded     file",
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      "source_location": "L1033",
      "_origin": "ast",
      "id": "tests_test_extract_cli_rationale_1033",
      "community": 33,
      "norm_label": "--no-cluster's exclusion-only early exit must still scrub the excluded     file"
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      "label": "#1939: cache-check --prompt-file only counts entries produced by that same",
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      "source_location": "L1070",
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      "community": 33,
      "norm_label": "#1939: cache-check --prompt-file only counts entries produced by that same"
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      "label": "test_extract_code_only_cli.py",
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      "source_location": "L1",
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      "label": "_mixed_repo()",
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      "community": 129,
      "norm_label": "_mixed_repo()"
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      "label": "_run()",
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      "label": "test_code_only_succeeds_without_key()",
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      "label": "test_mixed_repo_without_key_errors_and_points_at_code_only()",
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      "label": "Git for Windows' bundled shell ships no `nohup`/`setsid`, so the old     `nohup",
      "file_type": "rationale",
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      "norm_label": "git for windows' bundled shell ships no `nohup`/`setsid`, so the old     `nohup"
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      "norm_label": "the replacement detaches via python: start_new_session on posix and     detache"
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      "file_type": "rationale",
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      "_origin": "ast",
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      "norm_label": "git for windows/msys hooks can expose fragile pipe handles to spawned     proce"
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      "_origin": "ast",
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      "community": 293,
      "norm_label": "extract the `python -c \"<payload>\"` the hook hands to graphify_python.      th"
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    {
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      "_origin": "ast",
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      "norm_label": "both the launcher and the rebuild body it re-executes must parse, so a     quot"
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    {
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      "file_type": "rationale",
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      "_origin": "ast",
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      "norm_label": "the shared rebuild bodies are embedded verbatim into the launcher, so they"
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    {
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      "source_file": "tests/test_hooks.py",
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      "_origin": "ast",
      "id": "tests_test_hooks_rationale_313",
      "community": 51,
      "norm_label": "the rebuild must honour the persisted scan root rather than hardcoding the"
    },
    {
      "label": "The .graphify_root snippet must parse so a quoting slip can't ship a hook     t",
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      "norm_label": "the .graphify_root snippet must parse so a quoting slip can't ship a hook     t"
    },
    {
      "label": "Windows has no signal.SIGALRM, so the #791 rebuild timeout never armed     ther",
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      "_origin": "ast",
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      "community": 51,
      "norm_label": "windows has no signal.sigalrm, so the #791 rebuild timeout never armed     ther"
    },
    {
      "label": "The launcher must run via the resolved $GRAPHIFY_PYTHON, not a bare     `python",
      "file_type": "rationale",
      "source_file": "tests/test_hooks.py",
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      "_origin": "ast",
      "id": "tests_test_hooks_rationale_359",
      "community": 312,
      "norm_label": "the launcher must run via the resolved $graphify_python, not a bare     `python"
    },
    {
      "label": "End-to-end: the files written to .git/hooks must be nohup-free (#1161).",
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      "_origin": "ast",
      "id": "tests_test_hooks_rationale_367",
      "community": 109,
      "norm_label": "end-to-end: the files written to .git/hooks must be nohup-free (#1161)."
    },
    {
      "label": "A Windows-style core.hooksPath must raise (loud failure), not silently     crea",
      "file_type": "rationale",
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      "_origin": "ast",
      "id": "tests_test_hooks_rationale_390",
      "community": 236,
      "norm_label": "a windows-style core.hookspath must raise (loud failure), not silently     crea"
    },
    {
      "label": "A legitimate POSIX core.hooksPath (Husky-style) must still install.",
      "file_type": "rationale",
      "source_file": "tests/test_hooks.py",
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      "_origin": "ast",
      "id": "tests_test_hooks_rationale_403",
      "community": 236,
      "norm_label": "a legitimate posix core.hookspath (husky-style) must still install."
    },
    {
      "label": "No core.hooksPath -> normal .git/hooks install, no rejection.",
      "file_type": "rationale",
      "source_file": "tests/test_hooks.py",
      "source_location": "L412",
      "_origin": "ast",
      "id": "tests_test_hooks_rationale_412",
      "community": 109,
      "norm_label": "no core.hookspath -> normal .git/hooks install, no rejection."
    },
    {
      "label": "`python -c \"import graphify\"` executes the FULL package import \u2014 10s+ on a",
      "file_type": "rationale",
      "source_file": "tests/test_hooks.py",
      "source_location": "L421",
      "_origin": "ast",
      "id": "tests_test_hooks_rationale_421",
      "community": 51,
      "norm_label": "`python -c \"import graphify\"` executes the full package import \u2014 10s+ on a"
    },
    {
      "label": "On Windows, `command -v graphify` can return the launcher path WITHOUT its",
      "file_type": "rationale",
      "source_file": "tests/test_hooks.py",
      "source_location": "L435",
      "_origin": "ast",
      "id": "tests_test_hooks_rationale_435",
      "community": 51,
      "norm_label": "on windows, `command -v graphify` can return the launcher path without its"
    },
    {
      "label": "pip on Windows puts Scripts/graphify(.exe) beside ..\\\\python.exe (or     .\\\\pyt",
      "file_type": "rationale",
      "source_file": "tests/test_hooks.py",
      "source_location": "L445",
      "_origin": "ast",
      "id": "tests_test_hooks_rationale_445",
      "community": 51,
      "norm_label": "pip on windows puts scripts/graphify(.exe) beside ..\\\\python.exe (or     .\\\\pyt"
    },
    {
      "label": "Pull the `*[!...]*` glob portion of a real case arm out of _PYTHON_DETECT     b",
      "file_type": "rationale",
      "source_file": "tests/test_hooks.py",
      "source_location": "L454",
      "_origin": "ast",
      "id": "tests_test_hooks_rationale_454",
      "community": 51,
      "norm_label": "pull the `*[!...]*` glob portion of a real case arm out of _python_detect     b"
    },
    {
      "label": "#2126: the .graphify_python FILE allowlist must accept real Windows paths     a",
      "file_type": "rationale",
      "source_file": "tests/test_hooks.py",
      "source_location": "L482",
      "_origin": "ast",
      "id": "tests_test_hooks_rationale_482",
      "community": 51,
      "norm_label": "#2126: the .graphify_python file allowlist must accept real windows paths     a"
    },
    {
      "label": "#2126: the shebang-parsed launcher allowlist had no `:` or `\\\\` at all, so",
      "file_type": "rationale",
      "source_file": "tests/test_hooks.py",
      "source_location": "L495",
      "_origin": "ast",
      "id": "tests_test_hooks_rationale_495",
      "community": 51,
      "norm_label": "#2126: the shebang-parsed launcher allowlist had no `:` or `\\\\` at all, so"
    },
    {
      "label": "Guard against a naive fix (backslash right before `]`) that forms a     `:`-to-",
      "file_type": "rationale",
      "source_file": "tests/test_hooks.py",
      "source_location": "L506",
      "_origin": "ast",
      "id": "tests_test_hooks_rationale_506",
      "community": 51,
      "norm_label": "guard against a naive fix (backslash right before `]`) that forms a     `:`-to-"
    },
    {
      "label": "git exports GIT_DIR to hooks, so the rev-parse fallback should only run     whe",
      "file_type": "rationale",
      "source_file": "tests/test_hooks.py",
      "source_location": "L517",
      "_origin": "ast",
      "id": "tests_test_hooks_rationale_517",
      "community": 51,
      "norm_label": "git exports git_dir to hooks, so the rev-parse fallback should only run     whe"
    },
    {
      "label": "GRAPHIFY_SKIP_HOOK=1 must suppress BOTH hooks. post-checkout previously     lac",
      "file_type": "rationale",
      "source_file": "tests/test_hooks.py",
      "source_location": "L525",
      "_origin": "ast",
      "id": "tests_test_hooks_rationale_525",
      "community": 51,
      "norm_label": "graphify_skip_hook=1 must suppress both hooks. post-checkout previously     lac"
    },
    {
      "label": "Both hooks must short-circuit in a linked worktree (git-dir != common-dir),",
      "file_type": "rationale",
      "source_file": "tests/test_hooks.py",
      "source_location": "L535",
      "_origin": "ast",
      "id": "tests_test_hooks_rationale_535",
      "community": 51,
      "norm_label": "both hooks must short-circuit in a linked worktree (git-dir != common-dir),"
    },
    {
      "label": "End-to-end against a real `git worktree`: the guard falls through on the     pr",
      "file_type": "rationale",
      "source_file": "tests/test_hooks.py",
      "source_location": "L551",
      "_origin": "ast",
      "id": "tests_test_hooks_rationale_551",
      "community": 51,
      "norm_label": "end-to-end against a real `git worktree`: the guard falls through on the     pr"
    },
    {
      "label": "Append git-legal duplicate keys/sections (as VS Code writes them).",
      "file_type": "rationale",
      "source_file": "tests/test_hooks.py",
      "source_location": "L583",
      "_origin": "ast",
      "id": "tests_test_hooks_rationale_583",
      "community": 236,
      "norm_label": "append git-legal duplicate keys/sections (as vs code writes them)."
    },
    {
      "label": "git legally allows duplicate keys and repeated sections in .git/config;     a s",
      "file_type": "rationale",
      "source_file": "tests/test_hooks.py",
      "source_location": "L597",
      "_origin": "ast",
      "id": "tests_test_hooks_rationale_597",
      "community": 246,
      "norm_label": "git legally allows duplicate keys and repeated sections in .git/config;     a s"
    },
    {
      "label": "With duplicate keys present, a custom core.hooksPath must still be     honored",
      "file_type": "rationale",
      "source_file": "tests/test_hooks.py",
      "source_location": "L610",
      "_origin": "ast",
      "id": "tests_test_hooks_rationale_610",
      "community": 236,
      "norm_label": "with duplicate keys present, a custom core.hookspath must still be     honored"
    },
    {
      "label": "install() must set merge.graphify.* via git config and add the     .gitattribut",
      "file_type": "rationale",
      "source_file": "tests/test_hooks.py",
      "source_location": "L624",
      "_origin": "ast",
      "id": "tests_test_hooks_rationale_624",
      "community": 109,
      "norm_label": "install() must set merge.graphify.* via git config and add the     .gitattribut"
    },
    {
      "label": "Running install twice must not duplicate the .gitattributes line.",
      "file_type": "rationale",
      "source_file": "tests/test_hooks.py",
      "source_location": "L645",
      "_origin": "ast",
      "id": "tests_test_hooks_rationale_645",
      "community": 109,
      "norm_label": "running install twice must not duplicate the .gitattributes line."
    },
    {
      "label": "A pre-existing .gitattributes entry must survive install (no clobber).",
      "file_type": "rationale",
      "source_file": "tests/test_hooks.py",
      "source_location": "L655",
      "_origin": "ast",
      "id": "tests_test_hooks_rationale_655",
      "community": 109,
      "norm_label": "a pre-existing .gitattributes entry must survive install (no clobber)."
    },
    {
      "label": "uninstall() must unset merge.graphify.* and remove only the graphify     .gitat",
      "file_type": "rationale",
      "source_file": "tests/test_hooks.py",
      "source_location": "L665",
      "_origin": "ast",
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      "community": 109,
      "norm_label": "uninstall() must unset merge.graphify.* and remove only the graphify     .gitat"
    },
    {
      "label": "test_hypergraph.py",
      "file_type": "code",
      "source_file": "tests/test_hypergraph.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_test_hypergraph",
      "community": 6,
      "norm_label": "test_hypergraph.py"
    },
    {
      "label": "test_build_from_json_stores_hyperedges()",
      "file_type": "code",
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      "_origin": "ast",
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      "community": 6,
      "norm_label": "test_build_from_json_stores_hyperedges()"
    },
    {
      "label": "test_build_from_json_relativizes_hyperedge_source_file()",
      "file_type": "code",
      "source_file": "tests/test_hypergraph.py",
      "source_location": "L65",
      "_origin": "ast",
      "id": "tests_test_hypergraph_test_build_from_json_relativizes_hyperedge_source_file",
      "community": 6,
      "norm_label": "test_build_from_json_relativizes_hyperedge_source_file()"
    },
    {
      "label": "test_build_from_json_no_hyperedges()",
      "file_type": "code",
      "source_file": "tests/test_hypergraph.py",
      "source_location": "L95",
      "_origin": "ast",
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      "community": 6,
      "norm_label": "test_build_from_json_no_hyperedges()"
    },
    {
      "label": "test_build_from_json_missing_hyperedges_key()",
      "file_type": "code",
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      "community": 6,
      "norm_label": "test_build_from_json_missing_hyperedges_key()"
    },
    {
      "label": "test_attach_hyperedges_adds_new()",
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      "norm_label": "test_attach_hyperedges_adds_new()"
    },
    {
      "label": "test_attach_hyperedges_deduplicates()",
      "file_type": "code",
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      "source_location": "L117",
      "_origin": "ast",
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      "norm_label": "test_attach_hyperedges_deduplicates()"
    },
    {
      "label": "test_attach_hyperedges_multiple_different_ids()",
      "file_type": "code",
      "source_file": "tests/test_hypergraph.py",
      "source_location": "L125",
      "_origin": "ast",
      "id": "tests_test_hypergraph_test_attach_hyperedges_multiple_different_ids",
      "community": 6,
      "norm_label": "test_attach_hyperedges_multiple_different_ids()"
    },
    {
      "label": "test_attach_hyperedges_skips_entry_without_id()",
      "file_type": "code",
      "source_file": "tests/test_hypergraph.py",
      "source_location": "L134",
      "_origin": "ast",
      "id": "tests_test_hypergraph_test_attach_hyperedges_skips_entry_without_id",
      "community": 6,
      "norm_label": "test_attach_hyperedges_skips_entry_without_id()"
    },
    {
      "label": "test_to_json_includes_hyperedges()",
      "file_type": "code",
      "source_file": "tests/test_hypergraph.py",
      "source_location": "L144",
      "_origin": "ast",
      "id": "tests_test_hypergraph_test_to_json_includes_hyperedges",
      "community": 6,
      "norm_label": "test_to_json_includes_hyperedges()"
    },
    {
      "label": "test_to_json_hyperedges_empty_when_none()",
      "file_type": "code",
      "source_file": "tests/test_hypergraph.py",
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      "community": 36,
      "norm_label": "test_claude_install_ships_lean_core_and_references()"
    },
    {
      "label": "test_gemini_install_references_all_resolve()",
      "file_type": "code",
      "source_file": "tests/test_install_references.py",
      "source_location": "L298",
      "_origin": "ast",
      "id": "tests_test_install_references_test_gemini_install_references_all_resolve",
      "community": 36,
      "norm_label": "test_gemini_install_references_all_resolve()"
    },
    {
      "label": "test_claude_twins_ride_the_claude_bundle()",
      "file_type": "code",
      "source_file": "tests/test_install_references.py",
      "source_location": "L317",
      "_origin": "ast",
      "id": "tests_test_install_references_test_claude_twins_ride_the_claude_bundle",
      "community": 36,
      "norm_label": "test_claude_twins_ride_the_claude_bundle()"
    },
    {
      "label": "test_pyproject_declares_references_globs()",
      "file_type": "code",
      "source_file": "tests/test_install_references.py",
      "source_location": "L330",
      "_origin": "ast",
      "id": "tests_test_install_references_test_pyproject_declares_references_globs",
      "community": 36,
      "norm_label": "test_pyproject_declares_references_globs()"
    },
    {
      "label": "_build_wheel_names()",
      "file_type": "code",
      "source_file": "tests/test_install_references.py",
      "source_location": "L388",
      "_origin": "ast",
      "id": "tests_test_install_references_build_wheel_names",
      "community": 36,
      "norm_label": "_build_wheel_names()"
    },
    {
      "label": "test_built_wheel_ships_the_full_skill_payload()",
      "file_type": "code",
      "source_file": "tests/test_install_references.py",
      "source_location": "L425",
      "_origin": "ast",
      "id": "tests_test_install_references_test_built_wheel_ships_the_full_skill_payload",
      "community": 36,
      "norm_label": "test_built_wheel_ships_the_full_skill_payload()"
    },
    {
      "label": "test_monolith_install_clears_orphan_references()",
      "file_type": "code",
      "source_file": "tests/test_install_references.py",
      "source_location": "L474",
      "_origin": "ast",
      "id": "tests_test_install_references_test_monolith_install_clears_orphan_references",
      "community": 36,
      "norm_label": "test_monolith_install_clears_orphan_references()"
    },
    {
      "label": "test_amp_user_install_carries_references()",
      "file_type": "code",
      "source_file": "tests/test_install_references.py",
      "source_location": "L487",
      "_origin": "ast",
      "id": "tests_test_install_references_test_amp_user_install_carries_references",
      "community": 36,
      "norm_label": "test_amp_user_install_carries_references()"
    },
    {
      "label": "Tests for the progressive-disclosure references/ sidecar install path.  The re",
      "file_type": "rationale",
      "source_file": "tests/test_install_references.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_test_install_references_rationale_1",
      "community": 36,
      "norm_label": "tests for the progressive-disclosure references/ sidecar install path.  the re"
    },
    {
      "label": "Stage a fake references/ bundle in claude's slot, then restore the real one.",
      "file_type": "rationale",
      "source_file": "tests/test_install_references.py",
      "source_location": "L33",
      "_origin": "ast",
      "id": "tests_test_install_references_rationale_33",
      "community": 36,
      "norm_label": "stage a fake references/ bundle in claude's slot, then restore the real one."
    },
    {
      "label": "A progressive platform install drops references/ alongside SKILL.md.",
      "file_type": "rationale",
      "source_file": "tests/test_install_references.py",
      "source_location": "L78",
      "_origin": "ast",
      "id": "tests_test_install_references_rationale_78",
      "community": 36,
      "norm_label": "a progressive platform install drops references/ alongside skill.md."
    },
    {
      "label": "One .graphify_version stamp versions SKILL.md + references/ together.",
      "file_type": "rationale",
      "source_file": "tests/test_install_references.py",
      "source_location": "L92",
      "_origin": "ast",
      "id": "tests_test_install_references_rationale_92",
      "community": 36,
      "norm_label": "one .graphify_version stamp versions skill.md + references/ together."
    },
    {
      "label": "Reinstall swaps references/ in place, dropping a stale fragment.",
      "file_type": "rationale",
      "source_file": "tests/test_install_references.py",
      "source_location": "L103",
      "_origin": "ast",
      "id": "tests_test_install_references_rationale_103",
      "community": 36,
      "norm_label": "reinstall swaps references/ in place, dropping a stale fragment."
    },
    {
      "label": "Uninstall rmtrees references/ before the dir walk so the tree is cleared.",
      "file_type": "rationale",
      "source_file": "tests/test_install_references.py",
      "source_location": "L122",
      "_origin": "ast",
      "id": "tests_test_install_references_rationale_122",
      "community": 36,
      "norm_label": "uninstall rmtrees references/ before the dir walk so the tree is cleared."
    },
    {
      "label": "If SKILL.md links references/ but the dir is gone, warn to repair.",
      "file_type": "rationale",
      "source_file": "tests/test_install_references.py",
      "source_location": "L138",
      "_origin": "ast",
      "id": "tests_test_install_references_rationale_138",
      "community": 36,
      "norm_label": "if skill.md links references/ but the dir is gone, warn to repair."
    },
    {
      "label": "Unreadable version probes should not crash startup.",
      "file_type": "rationale",
      "source_file": "tests/test_install_references.py",
      "source_location": "L154",
      "_origin": "ast",
      "id": "tests_test_install_references_rationale_154",
      "community": 36,
      "norm_label": "unreadable version probes should not crash startup."
    },
    {
      "label": "A bundle dir that exists but has no references/ subdir is a malformed     packa",
      "file_type": "rationale",
      "source_file": "tests/test_install_references.py",
      "source_location": "L181",
      "_origin": "ast",
      "id": "tests_test_install_references_rationale_181",
      "community": 36,
      "norm_label": "a bundle dir that exists but has no references/ subdir is a malformed     packa"
    },
    {
      "label": "Find a progressive host whose bundle dir has not shipped in this build.      T",
      "file_type": "rationale",
      "source_file": "tests/test_install_references.py",
      "source_location": "L218",
      "_origin": "ast",
      "id": "tests_test_install_references_rationale_218",
      "community": 36,
      "norm_label": "find a progressive host whose bundle dir has not shipped in this build.      t"
    },
    {
      "label": "A progressive host whose bundle has not shipped installs the monolith.      cl",
      "file_type": "rationale",
      "source_file": "tests/test_install_references.py",
      "source_location": "L241",
      "_origin": "ast",
      "id": "tests_test_install_references_rationale_241",
      "community": 36,
      "norm_label": "a progressive host whose bundle has not shipped installs the monolith.      cl"
    },
    {
      "label": "claude's real bundle ships: a lean SKILL.md plus the references/ sidecar.",
      "file_type": "rationale",
      "source_file": "tests/test_install_references.py",
      "source_location": "L263",
      "_origin": "ast",
      "id": "tests_test_install_references_rationale_263",
      "community": 36,
      "norm_label": "claude's real bundle ships: a lean skill.md plus the references/ sidecar."
    },
    {
      "label": "End-to-end: every references/ pointer in gemini's installed SKILL.md resolves.",
      "file_type": "rationale",
      "source_file": "tests/test_install_references.py",
      "source_location": "L299",
      "_origin": "ast",
      "id": "tests_test_install_references_rationale_299",
      "community": 36,
      "norm_label": "end-to-end: every references/ pointer in gemini's installed skill.md resolves."
    },
    {
      "label": "antigravity and kimi reuse claude's split bundle, so they go progressive too.",
      "file_type": "rationale",
      "source_file": "tests/test_install_references.py",
      "source_location": "L318",
      "_origin": "ast",
      "id": "tests_test_install_references_rationale_318",
      "community": 36,
      "norm_label": "antigravity and kimi reuse claude's split bundle, so they go progressive too."
    },
    {
      "label": "package-data must declare the references + always-on globs that ship the bundles",
      "file_type": "rationale",
      "source_file": "tests/test_install_references.py",
      "source_location": "L331",
      "_origin": "ast",
      "id": "tests_test_install_references_rationale_331",
      "community": 36,
      "norm_label": "package-data must declare the references + always-on globs that ship the bundles"
    },
    {
      "label": "Build the wheel and return the set of arcnames inside it.      Fails loudly (n",
      "file_type": "rationale",
      "source_file": "tests/test_install_references.py",
      "source_location": "L389",
      "_origin": "ast",
      "id": "tests_test_install_references_rationale_389",
      "community": 36,
      "norm_label": "build the wheel and return the set of arcnames inside it.      fails loudly (n"
    },
    {
      "label": "The built wheel must carry every skill body, reference, and always-on block.",
      "file_type": "rationale",
      "source_file": "tests/test_install_references.py",
      "source_location": "L426",
      "_origin": "ast",
      "id": "tests_test_install_references_rationale_426",
      "community": 36,
      "norm_label": "the built wheel must carry every skill body, reference, and always-on block."
    },
    {
      "label": "A monolith platform install removes any orphan references/ left behind.",
      "file_type": "rationale",
      "source_file": "tests/test_install_references.py",
      "source_location": "L475",
      "_origin": "ast",
      "id": "tests_test_install_references_rationale_475",
      "community": 36,
      "norm_label": "a monolith platform install removes any orphan references/ left behind."
    },
    {
      "label": "amp is progressive: its corrected user dir also gets the references/ sidecar.",
      "file_type": "rationale",
      "source_file": "tests/test_install_references.py",
      "source_location": "L488",
      "_origin": "ast",
      "id": "tests_test_install_references_rationale_488",
      "community": 36,
      "norm_label": "amp is progressive: its corrected user dir also gets the references/ sidecar."
    },
    {
      "label": "test_install_roundtrip.py",
      "file_type": "code",
      "source_file": "tests/test_install_roundtrip.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_test_install_roundtrip",
      "community": 89,
      "norm_label": "test_install_roundtrip.py"
    },
    {
      "label": "_has_real_bundle()",
      "file_type": "code",
      "source_file": "tests/test_install_roundtrip.py",
      "source_location": "L38",
      "_origin": "ast",
      "id": "tests_test_install_roundtrip_has_real_bundle",
      "community": 89,
      "norm_label": "_has_real_bundle()"
    },
    {
      "label": "test_skill_roundtrip_at_real_destination()",
      "file_type": "code",
      "source_file": "tests/test_install_roundtrip.py",
      "source_location": "L48",
      "_origin": "ast",
      "id": "tests_test_install_roundtrip_test_skill_roundtrip_at_real_destination",
      "community": 89,
      "norm_label": "test_skill_roundtrip_at_real_destination()"
    },
    {
      "label": "test_amp_user_install_at_corrected_agents_path()",
      "file_type": "code",
      "source_file": "tests/test_install_roundtrip.py",
      "source_location": "L97",
      "_origin": "ast",
      "id": "tests_test_install_roundtrip_test_amp_user_install_at_corrected_agents_path",
      "community": 89,
      "norm_label": "test_amp_user_install_at_corrected_agents_path()"
    },
    {
      "label": "test_amp_project_install_at_agents_path()",
      "file_type": "code",
      "source_file": "tests/test_install_roundtrip.py",
      "source_location": "L112",
      "_origin": "ast",
      "id": "tests_test_install_roundtrip_test_amp_project_install_at_agents_path",
      "community": 89,
      "norm_label": "test_amp_project_install_at_agents_path()"
    },
    {
      "label": "test_vscode_install_uninstall_roundtrip()",
      "file_type": "code",
      "source_file": "tests/test_install_roundtrip.py",
      "source_location": "L125",
      "_origin": "ast",
      "id": "tests_test_install_roundtrip_test_vscode_install_uninstall_roundtrip",
      "community": 89,
      "norm_label": "test_vscode_install_uninstall_roundtrip()"
    },
    {
      "label": "_install_via_entrypoint()",
      "file_type": "code",
      "source_file": "tests/test_install_roundtrip.py",
      "source_location": "L150",
      "_origin": "ast",
      "id": "tests_test_install_roundtrip_install_via_entrypoint",
      "community": 89,
      "norm_label": "_install_via_entrypoint()"
    },
    {
      "label": "_copy_in_tmp()",
      "file_type": "code",
      "source_file": "tests/test_install_roundtrip.py",
      "source_location": "L161",
      "_origin": "ast",
      "id": "tests_test_install_roundtrip_copy_in_tmp",
      "community": 89,
      "norm_label": "_copy_in_tmp()"
    },
    {
      "label": "test_install_entrypoint_roundtrip_for_progressive_and_monolith()",
      "file_type": "code",
      "source_file": "tests/test_install_roundtrip.py",
      "source_location": "L172",
      "_origin": "ast",
      "id": "tests_test_install_roundtrip_test_install_entrypoint_roundtrip_for_progressive_and_monolith",
      "community": 89,
      "norm_label": "test_install_entrypoint_roundtrip_for_progressive_and_monolith()"
    },
    {
      "label": "fake_progressive_bundle()",
      "file_type": "code",
      "source_file": "tests/test_install_roundtrip.py",
      "source_location": "L199",
      "_origin": "ast",
      "id": "tests_test_install_roundtrip_fake_progressive_bundle",
      "community": 89,
      "norm_label": "fake_progressive_bundle()"
    },
    {
      "label": "test_monolith_to_progressive_upgrade()",
      "file_type": "code",
      "source_file": "tests/test_install_roundtrip.py",
      "source_location": "L233",
      "_origin": "ast",
      "id": "tests_test_install_roundtrip_test_monolith_to_progressive_upgrade",
      "community": 89,
      "norm_label": "test_monolith_to_progressive_upgrade()"
    },
    {
      "label": "test_progressive_to_monolith_downgrade_clears_references()",
      "file_type": "code",
      "source_file": "tests/test_install_roundtrip.py",
      "source_location": "L254",
      "_origin": "ast",
      "id": "tests_test_install_roundtrip_test_progressive_to_monolith_downgrade_clears_references",
      "community": 89,
      "norm_label": "test_progressive_to_monolith_downgrade_clears_references()"
    },
    {
      "label": "test_interrupted_references_staging_self_heals()",
      "file_type": "code",
      "source_file": "tests/test_install_roundtrip.py",
      "source_location": "L274",
      "_origin": "ast",
      "id": "tests_test_install_roundtrip_test_interrupted_references_staging_self_heals",
      "community": 89,
      "norm_label": "test_interrupted_references_staging_self_heals()"
    },
    {
      "label": "test_failed_copytree_leaves_no_partial_references()",
      "file_type": "code",
      "source_file": "tests/test_install_roundtrip.py",
      "source_location": "L296",
      "_origin": "ast",
      "id": "tests_test_install_roundtrip_test_failed_copytree_leaves_no_partial_references",
      "community": 89,
      "norm_label": "test_failed_copytree_leaves_no_partial_references()"
    },
    {
      "label": "Full per-platform install + uninstall round-trip suite.  Every platform graphi",
      "file_type": "rationale",
      "source_file": "tests/test_install_roundtrip.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_test_install_roundtrip_rationale_1",
      "community": 89,
      "norm_label": "full per-platform install + uninstall round-trip suite.  every platform graphi"
    },
    {
      "label": "True if this platform's references bundle ships in the package right now.",
      "file_type": "rationale",
      "source_file": "tests/test_install_roundtrip.py",
      "source_location": "L39",
      "_origin": "ast",
      "id": "tests_test_install_roundtrip_rationale_39",
      "community": 89,
      "norm_label": "true if this platform's references bundle ships in the package right now."
    },
    {
      "label": "Install then uninstall every platform's SKILL.md at its real destination.",
      "file_type": "rationale",
      "source_file": "tests/test_install_roundtrip.py",
      "source_location": "L49",
      "_origin": "ast",
      "id": "tests_test_install_roundtrip_rationale_49",
      "community": 89,
      "norm_label": "install then uninstall every platform's skill.md at its real destination."
    },
    {
      "label": "amp's user-scope skill lands under ~/.config/agents/skills (the fix), not ~/.amp",
      "file_type": "rationale",
      "source_file": "tests/test_install_roundtrip.py",
      "source_location": "L98",
      "_origin": "ast",
      "id": "tests_test_install_roundtrip_rationale_98",
      "community": 89,
      "norm_label": "amp's user-scope skill lands under ~/.config/agents/skills (the fix), not ~/.amp"
    },
    {
      "label": "amp's project-scope skill lands under .agents/skills, an Amp search root.",
      "file_type": "rationale",
      "source_file": "tests/test_install_roundtrip.py",
      "source_location": "L113",
      "_origin": "ast",
      "id": "tests_test_install_roundtrip_rationale_113",
      "community": 89,
      "norm_label": "amp's project-scope skill lands under .agents/skills, an amp search root."
    },
    {
      "label": "VS Code Copilot Chat round trip at ~/.copilot/skills/graphify + instructions fil",
      "file_type": "rationale",
      "source_file": "tests/test_install_roundtrip.py",
      "source_location": "L126",
      "_origin": "ast",
      "id": "tests_test_install_roundtrip_rationale_126",
      "community": 89,
      "norm_label": "vs code copilot chat round trip at ~/.copilot/skills/graphify + instructions fil"
    },
    {
      "label": "Drive the high-level install() entry point with home + cwd in tmp_path.",
      "file_type": "rationale",
      "source_file": "tests/test_install_roundtrip.py",
      "source_location": "L151",
      "_origin": "ast",
      "id": "tests_test_install_roundtrip_rationale_151",
      "community": 89,
      "norm_label": "drive the high-level install() entry point with home + cwd in tmp_path."
    },
    {
      "label": "Run _copy_skill_file with home + cwd redirected into tmp_path, restoring cwd.",
      "file_type": "rationale",
      "source_file": "tests/test_install_roundtrip.py",
      "source_location": "L162",
      "_origin": "ast",
      "id": "tests_test_install_roundtrip_rationale_162",
      "community": 89,
      "norm_label": "run _copy_skill_file with home + cwd redirected into tmp_path, restoring cwd."
    },
    {
      "label": "The public install() entry point round-trips a progressive and a monolith host.",
      "file_type": "rationale",
      "source_file": "tests/test_install_roundtrip.py",
      "source_location": "L173",
      "_origin": "ast",
      "id": "tests_test_install_roundtrip_rationale_173",
      "community": 89,
      "norm_label": "the public install() entry point round-trips a progressive and a monolith host."
    },
    {
      "label": "Stage a controllable references bundle in claude's slot.      Lets a test flip",
      "file_type": "rationale",
      "source_file": "tests/test_install_roundtrip.py",
      "source_location": "L200",
      "_origin": "ast",
      "id": "tests_test_install_roundtrip_rationale_200",
      "community": 89,
      "norm_label": "stage a controllable references bundle in claude's slot.      lets a test flip"
    },
    {
      "label": "A pre-progressive install (SKILL.md, no references/) gains references/ on upgrad",
      "file_type": "rationale",
      "source_file": "tests/test_install_roundtrip.py",
      "source_location": "L234",
      "_origin": "ast",
      "id": "tests_test_install_roundtrip_rationale_234",
      "community": 89,
      "norm_label": "a pre-progressive install (skill.md, no references/) gains references/ on upgrad"
    },
    {
      "label": "If a host loses its bundle, the next install clears the orphan references/.",
      "file_type": "rationale",
      "source_file": "tests/test_install_roundtrip.py",
      "source_location": "L255",
      "_origin": "ast",
      "id": "tests_test_install_roundtrip_rationale_255",
      "community": 89,
      "norm_label": "if a host loses its bundle, the next install clears the orphan references/."
    },
    {
      "label": "A leftover references.tmp from a crashed install is cleared on the next install.",
      "file_type": "rationale",
      "source_file": "tests/test_install_roundtrip.py",
      "source_location": "L275",
      "_origin": "ast",
      "id": "tests_test_install_roundtrip_rationale_275",
      "community": 89,
      "norm_label": "a leftover references.tmp from a crashed install is cleared on the next install."
    },
    {
      "label": "If copytree blows up mid-stage, no half-written references/ is left visible.",
      "file_type": "rationale",
      "source_file": "tests/test_install_roundtrip.py",
      "source_location": "L297",
      "_origin": "ast",
      "id": "tests_test_install_roundtrip_rationale_297",
      "community": 89,
      "norm_label": "if copytree blows up mid-stage, no half-written references/ is left visible."
    },
    {
      "label": "test_install_strings.py",
      "file_type": "code",
      "source_file": "tests/test_install_strings.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_test_install_strings",
      "community": 217,
      "norm_label": "test_install_strings.py"
    },
    {
      "label": "test_every_install_surface_recommends_graphify_query()",
      "file_type": "code",
      "source_file": "tests/test_install_strings.py",
      "source_location": "L50",
      "_origin": "ast",
      "id": "tests_test_install_strings_test_every_install_surface_recommends_graphify_query",
      "community": 217,
      "norm_label": "test_every_install_surface_recommends_graphify_query()"
    },
    {
      "label": "test_no_install_surface_demands_reading_the_full_report_first()",
      "file_type": "code",
      "source_file": "tests/test_install_strings.py",
      "source_location": "L66",
      "_origin": "ast",
      "id": "tests_test_install_strings_test_no_install_surface_demands_reading_the_full_report_first",
      "community": 217,
      "norm_label": "test_no_install_surface_demands_reading_the_full_report_first()"
    },
    {
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      "label": "`class PooledClient : public Connection<HttpClient>` must emit the inherits",
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    },
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      "label": "`class Sub < Base` must emit an inherits edge.      Ruby exposes the base clas",
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      "norm_label": "#2040 for c#: the nested type now gets a real `contains` edge from its     encl"
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      "norm_label": "regression test for the call-walker `simple_identifier` /     `identifier` rena"
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      "norm_label": "`class foo : bar by baz` wraps the delegated interface in an     `explicit_dele"
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      "norm_label": "`alias foo.{bar, baz}` must emit one imports edge per expanded module.      th"
    },
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      "norm_label": "`@protocol derived <base>` must emit an implements edge derived->base.     prot"
    },
    {
      "label": "`[self speak]` inside Dog.fetch must produce a calls edge. The method-body",
      "file_type": "rationale",
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      "source_location": "L1204",
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      "id": "tests_test_languages_rationale_1204",
      "community": 58,
      "norm_label": "`[self speak]` inside dog.fetch must produce a calls edge. the method-body"
    },
    {
      "label": "`+ (\u2026)shared` is a class method and must be labeled +shared, not -shared (#1475)",
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      "community": 58,
      "norm_label": "`+ (...)shared` is a class method and must be labeled +shared, not -shared (#1475)"
    },
    {
      "label": "A compound message `[self a:x b:y]` resolves to the compound method def (#1475).",
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      "id": "tests_test_languages_rationale_1222",
      "community": 58,
      "norm_label": "a compound message `[self a:x b:y]` resolves to the compound method def (#1475)."
    },
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      "norm_label": "`nsarray<product *> *` must reference the element type product (and the     con"
    },
    {
      "label": "`@import Foundation;` / `@import UIKit.UIView;` produce imports edges (#1475).",
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      "norm_label": "`@import foundation;` / `@import uikit.uiview;` produce imports edges (#1475)."
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      "norm_label": "an objc `.h` (has @interface) routes to extract_objc; a plain c `.h` stays"
    },
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      "label": "`NS_ASSUME_NONNULL_BEGIN` before `@interface` made tree-sitter-objc fail to",
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    },
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    },
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    },
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    },
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    },
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      "label": "Two classes each declaring -name: self.name in A must NOT fan out to B's -name.",
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    },
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    },
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    },
    {
      "label": "@selector(doThing) with two doThing methods must emit zero calls edges.",
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      "norm_label": "@selector(dothing) with two dothing methods must emit zero calls edges."
    },
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      "label": "A substring-colliding sibling must neither be falsely matched nor suppress",
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    },
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    },
    {
      "label": "Methods on the same receiver type must share one canonical type node.",
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      "id": "tests_test_languages_rationale_1514",
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    },
    {
      "label": "Type node id should be scoped to directory, not file stem.",
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      "id": "tests_test_languages_rationale_1521",
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    },
    {
      "label": "Qualified (`using Base.Threads`) and relative (`using ..Mod`) imports     must",
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      "source_location": "L1579",
      "_origin": "ast",
      "id": "tests_test_languages_rationale_1579",
      "community": 11,
      "norm_label": "qualified (`using base.threads`) and relative (`using ..mod`) imports     must"
    },
    {
      "label": "`y = f(x)` function invocations must emit a calls edge.      Function calls ar",
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      "community": 11,
      "norm_label": "`y = f(x)` function invocations must emit a calls edge.      function calls ar"
    },
    {
      "label": "Import-Module Foo at top level emits an imports_from edge.",
      "file_type": "rationale",
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      "source_location": "L1780",
      "_origin": "ast",
      "id": "tests_test_languages_rationale_1780",
      "community": 120,
      "norm_label": "import-module foo at top level emits an imports_from edge."
    },
    {
      "label": "Import-Module -Name Bar.psm1 resolves to module stem 'bar'.",
      "file_type": "rationale",
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      "source_location": "L1788",
      "_origin": "ast",
      "id": "tests_test_languages_rationale_1788",
      "community": 120,
      "norm_label": "import-module -name bar.psm1 resolves to module stem 'bar'."
    },
    {
      "label": "Dot-source `. ./Shared.psm1` emits an imports_from edge.",
      "file_type": "rationale",
      "source_file": "tests/test_languages.py",
      "source_location": "L1795",
      "_origin": "ast",
      "id": "tests_test_languages_rationale_1795",
      "community": 120,
      "norm_label": "dot-source `. ./shared.psm1` emits an imports_from edge."
    },
    {
      "label": "Dot-source `. .\\\\Utils.ps1` (backslash path) emits an imports_from edge.",
      "file_type": "rationale",
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      "source_location": "L1802",
      "_origin": "ast",
      "id": "tests_test_languages_rationale_1802",
      "community": 120,
      "norm_label": "dot-source `. .\\\\utils.ps1` (backslash path) emits an imports_from edge."
    },
    {
      "label": "Import-Module inside a function body still produces an imports_from edge.",
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      "source_location": "L1809",
      "_origin": "ast",
      "id": "tests_test_languages_rationale_1809",
      "community": 120,
      "norm_label": "import-module inside a function body still produces an imports_from edge."
    },
    {
      "label": "Import-Module must not appear in raw_calls (it is an import, not a function call",
      "file_type": "rationale",
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      "source_location": "L1818",
      "_origin": "ast",
      "id": "tests_test_languages_rationale_1818",
      "community": 120,
      "norm_label": "import-module must not appear in raw_calls (it is an import, not a function call"
    },
    {
      "label": "Dot-source inside a function body still produces an imports_from edge.",
      "file_type": "rationale",
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      "source_location": "L1830",
      "_origin": "ast",
      "id": "tests_test_languages_rationale_1830",
      "community": 120,
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    },
    {
      "label": "_get_extractor should route .psd1 to extract_powershell_manifest.",
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      "_origin": "ast",
      "id": "tests_test_languages_rationale_1841",
      "community": 11,
      "norm_label": "_get_extractor should route .psd1 to extract_powershell_manifest."
    },
    {
      "label": "RootModule = 'MyModule.psm1' produces an imports_from edge to 'mymodule'.",
      "file_type": "rationale",
      "source_file": "tests/test_languages.py",
      "source_location": "L1866",
      "_origin": "ast",
      "id": "tests_test_languages_rationale_1866",
      "community": 160,
      "norm_label": "rootmodule = 'mymodule.psm1' produces an imports_from edge to 'mymodule'."
    },
    {
      "label": "NestedModules = @('Helpers.psm1', 'Logger.psm1') produces edges for both.",
      "file_type": "rationale",
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      "source_location": "L1875",
      "_origin": "ast",
      "id": "tests_test_languages_rationale_1875",
      "community": 160,
      "norm_label": "nestedmodules = @('helpers.psm1', 'logger.psm1') produces edges for both."
    },
    {
      "label": "RequiredModules string form 'PSReadLine' produces an imports_from edge.",
      "file_type": "rationale",
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      "source_location": "L1883",
      "_origin": "ast",
      "id": "tests_test_languages_rationale_1883",
      "community": 160,
      "norm_label": "requiredmodules string form 'psreadline' produces an imports_from edge."
    },
    {
      "label": "RequiredModules hashtable form @{{ ModuleName='Pester' }} produces an imports_fr",
      "file_type": "rationale",
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      "source_location": "L1892",
      "_origin": "ast",
      "id": "tests_test_languages_rationale_1892",
      "community": 160,
      "norm_label": "requiredmodules hashtable form @{{ modulename='pester' }} produces an imports_fr"
    },
    {
      "label": "ModuleVersion values ('5.0', '1.0.0') must NOT appear as import targets.",
      "file_type": "rationale",
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      "community": 160,
      "norm_label": "moduleversion values ('5.0', '1.0.0') must not appear as import targets."
    },
    {
      "label": "All imports_from edge sources must exist in the node set.",
      "file_type": "rationale",
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      "_origin": "ast",
      "id": "tests_test_languages_rationale_1910",
      "community": 160,
      "norm_label": "all imports_from edge sources must exist in the node set."
    },
    {
      "label": "Dynamic import() calls inside functions should produce imports_from edges.",
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      "source_location": "L1924",
      "_origin": "ast",
      "id": "tests_test_languages_rationale_1924",
      "community": 34,
      "norm_label": "dynamic import() calls inside functions should produce imports_from edges."
    },
    {
      "label": "Dynamic imports should have EXTRACTED confidence (they are deterministic string",
      "file_type": "rationale",
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      "_origin": "ast",
      "id": "tests_test_languages_rationale_1934",
      "community": 34,
      "norm_label": "dynamic imports should have extracted confidence (they are deterministic string"
    },
    {
      "label": "Dynamic import edge source should be the enclosing function, not the file.",
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      "source_location": "L1943",
      "_origin": "ast",
      "id": "tests_test_languages_rationale_1943",
      "community": 34,
      "norm_label": "dynamic import edge source should be the enclosing function, not the file."
    },
    {
      "label": "Functions without dynamic imports should not get spurious imports_from edges.",
      "file_type": "rationale",
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      "source_location": "L1954",
      "_origin": "ast",
      "id": "tests_test_languages_rationale_1954",
      "community": 34,
      "norm_label": "functions without dynamic imports should not get spurious imports_from edges."
    },
    {
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      "norm_label": "a hostname that resolves to a link-local ip is blocked, not just literals (f3)."
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    {
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    },
    {
      "label": "extract_files_direct with backend=ollama and no OLLAMA_API_KEY should use sentin",
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    },
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      "label": "test_custom_provider_cannot_shadow_builtin()",
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      "_origin": "ast",
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      "norm_label": "test_custom_provider_cannot_shadow_builtin()"
    },
    {
      "label": "test_project_local_providers_ignored_without_optin()",
      "file_type": "code",
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      "_origin": "ast",
      "id": "tests_test_provider_registry_test_project_local_providers_ignored_without_optin",
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      "norm_label": "test_project_local_providers_ignored_without_optin()"
    },
    {
      "label": "test_project_local_providers_loaded_with_optin()",
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      "_origin": "ast",
      "id": "tests_test_provider_registry_test_project_local_providers_loaded_with_optin",
      "community": 127,
      "norm_label": "test_project_local_providers_loaded_with_optin()"
    },
    {
      "label": "test_non_http_provider_base_url_rejected()",
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      "_origin": "ast",
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    },
    {
      "label": "test_provider_base_url_ok_scheme_and_warnings()",
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      "_origin": "ast",
      "id": "tests_test_provider_registry_test_provider_base_url_ok_scheme_and_warnings",
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      "label": "test_detect_backend_custom_provider_after_builtins()",
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      "_origin": "ast",
      "id": "tests_test_provider_registry_test_detect_backend_custom_provider_after_builtins",
      "community": 127,
      "norm_label": "test_detect_backend_custom_provider_after_builtins()"
    },
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      "label": "Full round-trip: add \u2192 list \u2192 show \u2192 remove via providers.json.",
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      "id": "tests_test_provider_registry_rationale_7",
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      "norm_label": "full round-trip: add \u2192 list \u2192 show \u2192 remove via providers.json."
    },
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      "label": "Missing pricing field defaults to zero so estimate_cost doesn't blow up.",
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      "id": "tests_test_provider_registry_rationale_31",
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    },
    {
      "label": "Built-in provider names are protected from being overridden.",
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      "id": "tests_test_provider_registry_rationale_53",
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      "norm_label": "built-in provider names are protected from being overridden."
    },
    {
      "label": "A project-local ./.graphify/providers.json is NOT loaded by default (F1).",
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      "source_location": "L73",
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      "id": "tests_test_provider_registry_rationale_73",
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      "norm_label": "a project-local ./.graphify/providers.json is not loaded by default (f1)."
    },
    {
      "label": "With explicit opt-in the project-local file is honoured (F1).",
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      "norm_label": "with explicit opt-in the project-local file is honoured (f1)."
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    {
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      "id": "tests_test_provider_registry_rationale_113",
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    },
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      "label": "Custom providers appear after all built-ins in detect_backend() priority.",
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      "norm_label": "make_pr()"
    },
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      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "tests_test_prs_py_datetime",
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      "label": "TestParseCi",
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      "norm_label": "testparseci"
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      "label": ".test_empty_rollup_returns_none()",
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      "source_file": "tests/test_prs.py",
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      "label": ".test_cancelled_is_failure()",
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      "label": ".test_timed_out_is_failure()",
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      "norm_label": ".test_success()"
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      "_origin": "ast",
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      "community": 248,
      "norm_label": ".test_mixed_success_and_failure_is_failure()"
    },
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      "label": "TestPathMatch",
      "file_type": "code",
      "source_file": "tests/test_prs.py",
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      "id": "tests_test_prs_testpathmatch",
      "community": 276,
      "norm_label": "testpathmatch"
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      "label": ".test_exact_match()",
      "file_type": "code",
      "source_file": "tests/test_prs.py",
      "source_location": "L135",
      "_origin": "ast",
      "id": "tests_test_prs_testpathmatch_test_exact_match",
      "community": 276,
      "norm_label": ".test_exact_match()"
    },
    {
      "label": ".test_graph_path_longer_with_boundary()",
      "file_type": "code",
      "source_file": "tests/test_prs.py",
      "source_location": "L138",
      "_origin": "ast",
      "id": "tests_test_prs_testpathmatch_test_graph_path_longer_with_boundary",
      "community": 276,
      "norm_label": ".test_graph_path_longer_with_boundary()"
    },
    {
      "label": ".test_no_false_positive_on_partial_filename()",
      "file_type": "code",
      "source_file": "tests/test_prs.py",
      "source_location": "L142",
      "_origin": "ast",
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      "community": 276,
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    },
    {
      "label": ".test_both_directions_work()",
      "file_type": "code",
      "source_file": "tests/test_prs.py",
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      "_origin": "ast",
      "id": "tests_test_prs_testpathmatch_test_both_directions_work",
      "community": 276,
      "norm_label": ".test_both_directions_work()"
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    {
      "label": "TestComputePrImpact",
      "file_type": "code",
      "source_file": "tests/test_prs.py",
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      "_origin": "ast",
      "id": "tests_test_prs_testcomputeprimpact",
      "community": 224,
      "norm_label": "testcomputeprimpact"
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      "label": "._make_graph()",
      "file_type": "code",
      "source_file": "tests/test_prs.py",
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      "_origin": "ast",
      "id": "tests_test_prs_testcomputeprimpact_make_graph",
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      "norm_label": "._make_graph()"
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      "_origin": "ast",
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      "norm_label": ".test_matching_files_returns_correct_communities_and_count()"
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    {
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    {
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      "norm_label": "# note: must run before compile() or linker will fail"
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      "community": 277,
      "norm_label": "test_lessons_fresh_false_when_memory_newer()"
    },
    {
      "label": "test_lessons_fresh_false_when_graph_newer()",
      "file_type": "code",
      "source_file": "tests/test_reflect.py",
      "source_location": "L619",
      "_origin": "ast",
      "id": "tests_test_reflect_test_lessons_fresh_false_when_graph_newer",
      "community": 277,
      "norm_label": "test_lessons_fresh_false_when_graph_newer()"
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    {
      "label": "test_lessons_fresh_false_when_graph_sidecar_newer()",
      "file_type": "code",
      "source_file": "tests/test_reflect.py",
      "source_location": "L632",
      "_origin": "ast",
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      "norm_label": "test_lessons_fresh_false_when_graph_sidecar_newer()"
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    {
      "label": "test_cli_reflect_if_stale_skips_when_fresh()",
      "file_type": "code",
      "source_file": "tests/test_reflect.py",
      "source_location": "L647",
      "_origin": "ast",
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      "norm_label": "test_cli_reflect_if_stale_skips_when_fresh()"
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    {
      "label": "test_cli_reflect_if_stale_reruns_when_labels_newer()",
      "file_type": "code",
      "source_file": "tests/test_reflect.py",
      "source_location": "L673",
      "_origin": "ast",
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      "community": 144,
      "norm_label": "test_cli_reflect_if_stale_reruns_when_labels_newer()"
    },
    {
      "label": "test_dead_ends_and_corrections_dedupe_by_question()",
      "file_type": "code",
      "source_file": "tests/test_reflect.py",
      "source_location": "L700",
      "_origin": "ast",
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      "community": 42,
      "norm_label": "test_dead_ends_and_corrections_dedupe_by_question()"
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    {
      "label": "_overlay_graph()",
      "file_type": "code",
      "source_file": "tests/test_reflect.py",
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      "_origin": "ast",
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      "norm_label": "_overlay_graph()"
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    {
      "label": "_overlay_corpus()",
      "file_type": "code",
      "source_file": "tests/test_reflect.py",
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      "_origin": "ast",
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      "norm_label": "_overlay_corpus()"
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    {
      "label": "test_sidecar_write_classifies_and_keys_by_canonical_id()",
      "file_type": "code",
      "source_file": "tests/test_reflect.py",
      "source_location": "L755",
      "_origin": "ast",
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      "community": 131,
      "norm_label": "test_sidecar_write_classifies_and_keys_by_canonical_id()"
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    {
      "label": "test_sidecar_is_byte_identical_across_runs()",
      "file_type": "code",
      "source_file": "tests/test_reflect.py",
      "source_location": "L795",
      "_origin": "ast",
      "id": "tests_test_reflect_test_sidecar_is_byte_identical_across_runs",
      "community": 131,
      "norm_label": "test_sidecar_is_byte_identical_across_runs()"
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    {
      "label": "test_loader_marks_entry_stale_when_source_file_changes()",
      "file_type": "code",
      "source_file": "tests/test_reflect.py",
      "source_location": "L817",
      "_origin": "ast",
      "id": "tests_test_reflect_test_loader_marks_entry_stale_when_source_file_changes",
      "community": 131,
      "norm_label": "test_loader_marks_entry_stale_when_source_file_changes()"
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    {
      "label": "test_relative_source_file_not_spuriously_stale_in_graphify_out_layout()",
      "file_type": "code",
      "source_file": "tests/test_reflect.py",
      "source_location": "L840",
      "_origin": "ast",
      "id": "tests_test_reflect_test_relative_source_file_not_spuriously_stale_in_graphify_out_layout",
      "community": 131,
      "norm_label": "test_relative_source_file_not_spuriously_stale_in_graphify_out_layout()"
    },
    {
      "label": "test_relative_source_file_resolved_via_graphify_root_marker()",
      "file_type": "code",
      "source_file": "tests/test_reflect.py",
      "source_location": "L866",
      "_origin": "ast",
      "id": "tests_test_reflect_test_relative_source_file_resolved_via_graphify_root_marker",
      "community": 131,
      "norm_label": "test_relative_source_file_resolved_via_graphify_root_marker()"
    },
    {
      "label": "test_flat_layout_does_not_match_same_named_file_one_dir_up()",
      "file_type": "code",
      "source_file": "tests/test_reflect.py",
      "source_location": "L886",
      "_origin": "ast",
      "id": "tests_test_reflect_test_flat_layout_does_not_match_same_named_file_one_dir_up",
      "community": 57,
      "norm_label": "test_flat_layout_does_not_match_same_named_file_one_dir_up()"
    },
    {
      "label": "test_provenance_capped_to_five_most_recent()",
      "file_type": "code",
      "source_file": "tests/test_reflect.py",
      "source_location": "L916",
      "_origin": "ast",
      "id": "tests_test_reflect_test_provenance_capped_to_five_most_recent",
      "community": 131,
      "norm_label": "test_provenance_capped_to_five_most_recent()"
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    {
      "label": "test_ambiguous_or_unresolved_citation_is_skipped()",
      "file_type": "code",
      "source_file": "tests/test_reflect.py",
      "source_location": "L939",
      "_origin": "ast",
      "id": "tests_test_reflect_test_ambiguous_or_unresolved_citation_is_skipped",
      "community": 131,
      "norm_label": "test_ambiguous_or_unresolved_citation_is_skipped()"
    },
    {
      "label": "Tests for `graphify reflect` and the work-memory reflection layer.  `graphify",
      "file_type": "rationale",
      "source_file": "tests/test_reflect.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_test_reflect_rationale_1",
      "community": 42,
      "norm_label": "tests for `graphify reflect` and the work-memory reflection layer.  `graphify"
    },
    {
      "label": "parse_memory_doc reads back exactly what save_query_result wrote, including",
      "file_type": "rationale",
      "source_file": "tests/test_reflect.py",
      "source_location": "L54",
      "_origin": "ast",
      "id": "tests_test_reflect_rationale_54",
      "community": 225,
      "norm_label": "parse_memory_doc reads back exactly what save_query_result wrote, including"
    },
    {
      "label": "A plain markdown file with no frontmatter is skipped, not crashed on.",
      "file_type": "rationale",
      "source_file": "tests/test_reflect.py",
      "source_location": "L70",
      "_origin": "ast",
      "id": "tests_test_reflect_rationale_70",
      "community": 225,
      "norm_label": "a plain markdown file with no frontmatter is skipped, not crashed on."
    },
    {
      "label": "save -> parse preserves tricky characters in the question, the correction,",
      "file_type": "rationale",
      "source_file": "tests/test_reflect.py",
      "source_location": "L76",
      "_origin": "ast",
      "id": "tests_test_reflect_rationale_76",
      "community": 225,
      "norm_label": "save -> parse preserves tricky characters in the question, the correction,"
    },
    {
      "label": "Write a memory doc with a controlled date so ordering is deterministic to assert",
      "file_type": "rationale",
      "source_file": "tests/test_reflect.py",
      "source_location": "L116",
      "_origin": "ast",
      "id": "tests_test_reflect_rationale_116",
      "community": 131,
      "norm_label": "write a memory doc with a controlled date so ordering is deterministic to assert"
    },
    {
      "label": "Determinism hinges on this sort: docs come back oldest-first, filename as tiebre",
      "file_type": "rationale",
      "source_file": "tests/test_reflect.py",
      "source_location": "L128",
      "_origin": "ast",
      "id": "tests_test_reflect_rationale_128",
      "community": 262,
      "norm_label": "determinism hinges on this sort: docs come back oldest-first, filename as tiebre"
    },
    {
      "label": "Corroboration (k>=2) + sign decide the bucket, not raw frequency:     A is usef",
      "file_type": "rationale",
      "source_file": "tests/test_reflect.py",
      "source_location": "L164",
      "_origin": "ast",
      "id": "tests_test_reflect_rationale_164",
      "community": 42,
      "norm_label": "corroboration (k>=2) + sign decide the bucket, not raw frequency:     a is usef"
    },
    {
      "label": "One save can't mint a 'preferred' lesson; a second distinct result promotes it.",
      "file_type": "rationale",
      "source_file": "tests/test_reflect.py",
      "source_location": "L184",
      "_origin": "ast",
      "id": "tests_test_reflect_rationale_184",
      "community": 42,
      "norm_label": "one save can't mint a 'preferred' lesson; a second distinct result promotes it."
    },
    {
      "label": "A fresh dead_end outweighs a stale useful (30d half-life), so the contested",
      "file_type": "rationale",
      "source_file": "tests/test_reflect.py",
      "source_location": "L196",
      "_origin": "ast",
      "id": "tests_test_reflect_rationale_196",
      "community": 42,
      "norm_label": "a fresh dead_end outweighs a stale useful (30d half-life), so the contested"
    },
    {
      "label": "A cited node no longer in the graph is dropped from lessons entirely.",
      "file_type": "rationale",
      "source_file": "tests/test_reflect.py",
      "source_location": "L212",
      "_origin": "ast",
      "id": "tests_test_reflect_rationale_212",
      "community": 42,
      "norm_label": "a cited node no longer in the graph is dropped from lessons entirely."
    },
    {
      "label": "A node cited twice *within one doc* counts as ONE corroborating result, so it",
      "file_type": "rationale",
      "source_file": "tests/test_reflect.py",
      "source_location": "L221",
      "_origin": "ast",
      "id": "tests_test_reflect_rationale_221",
      "community": 42,
      "norm_label": "a node cited twice *within one doc* counts as one corroborating result, so it"
    },
    {
      "label": "Two distinct useful results -> preferred at k=2, but only tentative at k=3.",
      "file_type": "rationale",
      "source_file": "tests/test_reflect.py",
      "source_location": "L230",
      "_origin": "ast",
      "id": "tests_test_reflect_rationale_230",
      "community": 42,
      "norm_label": "two distinct useful results -> preferred at k=2, but only tentative at k=3."
    },
    {
      "label": "Two stale useful + one fresh dead_end: a long half-life (\u2248no decay) lets the 2",
      "file_type": "rationale",
      "source_file": "tests/test_reflect.py",
      "source_location": "L239",
      "_origin": "ast",
      "id": "tests_test_reflect_rationale_239",
      "community": 42,
      "norm_label": "two stale useful + one fresh dead_end: a long half-life (\u2248no decay) lets the 2"
    },
    {
      "label": "A same-date useful + dead_end on one node cancel to score 0 -> 'evenly split'.",
      "file_type": "rationale",
      "source_file": "tests/test_reflect.py",
      "source_location": "L254",
      "_origin": "ast",
      "id": "tests_test_reflect_rationale_254",
      "community": 42,
      "norm_label": "a same-date useful + dead_end on one node cancel to score 0 -> 'evenly split'."
    },
    {
      "label": "half_life<=0 turns decay off (full weight), so a stale useful and a fresh     d",
      "file_type": "rationale",
      "source_file": "tests/test_reflect.py",
      "source_location": "L263",
      "_origin": "ast",
      "id": "tests_test_reflect_rationale_263",
      "community": 42,
      "norm_label": "half_life<=0 turns decay off (full weight), so a stale useful and a fresh     d"
    },
    {
      "label": "A node seen only in dead_end docs never appears as a source bucket entry, but",
      "file_type": "rationale",
      "source_file": "tests/test_reflect.py",
      "source_location": "L272",
      "_origin": "ast",
      "id": "tests_test_reflect_rationale_272",
      "community": 42,
      "norm_label": "a node seen only in dead_end docs never appears as a source bucket entry, but"
    },
    {
      "label": "dead_ends/corrections are appended in doc order, so their determinism rides on",
      "file_type": "rationale",
      "source_file": "tests/test_reflect.py",
      "source_location": "L292",
      "_origin": "ast",
      "id": "tests_test_reflect_rationale_292",
      "community": 262,
      "norm_label": "dead_ends/corrections are appended in doc order, so their determinism rides on"
    },
    {
      "label": "A doc whose source nodes split evenly across communities lands in the     lexic",
      "file_type": "rationale",
      "source_file": "tests/test_reflect.py",
      "source_location": "L307",
      "_origin": "ast",
      "id": "tests_test_reflect_rationale_307",
      "community": 42,
      "norm_label": "a doc whose source nodes split evenly across communities lands in the     lexic"
    },
    {
      "label": "Topic headers render alphabetically, with Uncategorized always last.",
      "file_type": "rationale",
      "source_file": "tests/test_reflect.py",
      "source_location": "L363",
      "_origin": "ast",
      "id": "tests_test_reflect_rationale_363",
      "community": 42,
      "norm_label": "topic headers render alphabetically, with uncategorized always last."
    },
    {
      "label": "The headline guarantee: identical memory/ contents + same `now` -> byte-identica",
      "file_type": "rationale",
      "source_file": "tests/test_reflect.py",
      "source_location": "L372",
      "_origin": "ast",
      "id": "tests_test_reflect_rationale_372",
      "community": 42,
      "norm_label": "the headline guarantee: identical memory/ contents + same `now` -> byte-identica"
    },
    {
      "label": "A mixed-signal node appears in a single Contested line, not silently in both",
      "file_type": "rationale",
      "source_file": "tests/test_reflect.py",
      "source_location": "L383",
      "_origin": "ast",
      "id": "tests_test_reflect_rationale_383",
      "community": 42,
      "norm_label": "a mixed-signal node appears in a single contested line, not silently in both"
    },
    {
      "label": "The header nudges verification, not blind reuse.",
      "file_type": "rationale",
      "source_file": "tests/test_reflect.py",
      "source_location": "L395",
      "_origin": "ast",
      "id": "tests_test_reflect_rationale_395",
      "community": 42,
      "norm_label": "the header nudges verification, not blind reuse."
    },
    {
      "label": "Regression guard: the LESSONS.md output must never be re-ingested as a memory",
      "file_type": "rationale",
      "source_file": "tests/test_reflect.py",
      "source_location": "L402",
      "_origin": "ast",
      "id": "tests_test_reflect_rationale_402",
      "community": 42,
      "norm_label": "regression guard: the lessons.md output must never be re-ingested as a memory"
    },
    {
      "label": "The issue's worked example: session 1 records a win and a dead end; session 2",
      "file_type": "rationale",
      "source_file": "tests/test_reflect.py",
      "source_location": "L434",
      "_origin": "ast",
      "id": "tests_test_reflect_rationale_434",
      "community": 125,
      "norm_label": "the issue's worked example: session 1 records a win and a dead end; session 2"
    },
    {
      "label": "argparse `choices` rejects an unknown outcome before save_query_result runs.",
      "file_type": "rationale",
      "source_file": "tests/test_reflect.py",
      "source_location": "L474",
      "_origin": "ast",
      "id": "tests_test_reflect_rationale_474",
      "community": 144,
      "norm_label": "argparse `choices` rejects an unknown outcome before save_query_result runs."
    },
    {
      "label": "--answer-file lets callers pass a long/multiline answer via a file instead",
      "file_type": "rationale",
      "source_file": "tests/test_reflect.py",
      "source_location": "L482",
      "_origin": "ast",
      "id": "tests_test_reflect_rationale_482",
      "community": 144,
      "norm_label": "--answer-file lets callers pass a long/multiline answer via a file instead"
    },
    {
      "label": "Neither --answer nor --answer-file -> clean argparse error, not a crash.",
      "file_type": "rationale",
      "source_file": "tests/test_reflect.py",
      "source_location": "L496",
      "_origin": "ast",
      "id": "tests_test_reflect_rationale_496",
      "community": 144,
      "norm_label": "neither --answer nor --answer-file -> clean argparse error, not a crash."
    },
    {
      "label": "First run with no graphify-out/memory/ still succeeds and writes a valid doc.",
      "file_type": "rationale",
      "source_file": "tests/test_reflect.py",
      "source_location": "L503",
      "_origin": "ast",
      "id": "tests_test_reflect_rationale_503",
      "community": 144,
      "norm_label": "first run with no graphify-out/memory/ still succeeds and writes a valid doc."
    },
    {
      "label": "With a real graph.json present, reflect auto-detects it and groups lessons",
      "file_type": "rationale",
      "source_file": "tests/test_reflect.py",
      "source_location": "L523",
      "_origin": "ast",
      "id": "tests_test_reflect_rationale_523",
      "community": 144,
      "norm_label": "with a real graph.json present, reflect auto-detects it and groups lessons"
    },
    {
      "label": "Through reflect()/CLI with a real graph.json: a cited node that isn't in the",
      "file_type": "rationale",
      "source_file": "tests/test_reflect.py",
      "source_location": "L542",
      "_origin": "ast",
      "id": "tests_test_reflect_rationale_542",
      "community": 144,
      "norm_label": "through reflect()/cli with a real graph.json: a cited node that isn't in the"
    },
    {
      "label": "Build a minimal graph.json + analysis/labels in tmp_path/graphify-out/.      M",
      "file_type": "rationale",
      "source_file": "tests/test_reflect.py",
      "source_location": "L561",
      "_origin": "ast",
      "id": "tests_test_reflect_rationale_561",
      "community": 23,
      "norm_label": "build a minimal graph.json + analysis/labels in tmp_path/graphify-out/.      m"
    },
    {
      "label": "`reflect --if-stale` skips the rebuild when LESSONS.md is already current,",
      "file_type": "rationale",
      "source_file": "tests/test_reflect.py",
      "source_location": "L648",
      "_origin": "ast",
      "id": "tests_test_reflect_rationale_648",
      "community": 144,
      "norm_label": "`reflect --if-stale` skips the rebuild when lessons.md is already current,"
    },
    {
      "label": "A label refresh changes LESSONS.md topic headings, so --if-stale must rebuild.",
      "file_type": "rationale",
      "source_file": "tests/test_reflect.py",
      "source_location": "L674",
      "_origin": "ast",
      "id": "tests_test_reflect_rationale_674",
      "community": 144,
      "norm_label": "a label refresh changes lessons.md topic headings, so --if-stale must rebuild."
    },
    {
      "label": "Saving the same Q&A more than once must not duplicate lines in the dead-ends",
      "file_type": "rationale",
      "source_file": "tests/test_reflect.py",
      "source_location": "L701",
      "_origin": "ast",
      "id": "tests_test_reflect_rationale_701",
      "community": 42,
      "norm_label": "saving the same q&a more than once must not duplicate lines in the dead-ends"
    },
    {
      "label": "Write a minimal graph.json under ``out`` with the given node dicts.",
      "file_type": "rationale",
      "source_file": "tests/test_reflect.py",
      "source_location": "L731",
      "_origin": "ast",
      "id": "tests_test_reflect_rationale_731",
      "community": 131,
      "norm_label": "write a minimal graph.json under ``out`` with the given node dicts."
    },
    {
      "label": "A corpus with: a PREFERRED node (2 useful), a TENTATIVE node (1 useful),     a",
      "file_type": "rationale",
      "source_file": "tests/test_reflect.py",
      "source_location": "L739",
      "_origin": "ast",
      "id": "tests_test_reflect_rationale_739",
      "community": 131,
      "norm_label": "a corpus with: a preferred node (2 useful), a tentative node (1 useful),     a"
    },
    {
      "label": "reflect with a graph writes .graphify_learning.json next to graph.json with",
      "file_type": "rationale",
      "source_file": "tests/test_reflect.py",
      "source_location": "L756",
      "_origin": "ast",
      "id": "tests_test_reflect_rationale_756",
      "community": 131,
      "norm_label": "reflect with a graph writes .graphify_learning.json next to graph.json with"
    },
    {
      "label": "Two reflect runs on identical input + fixed `now` produce a byte-identical",
      "file_type": "rationale",
      "source_file": "tests/test_reflect.py",
      "source_location": "L796",
      "_origin": "ast",
      "id": "tests_test_reflect_rationale_796",
      "community": 131,
      "norm_label": "two reflect runs on identical input + fixed `now` produce a byte-identical"
    },
    {
      "label": "load_learning_overlay recomputes the file fingerprint: unchanged source =>",
      "file_type": "rationale",
      "source_file": "tests/test_reflect.py",
      "source_location": "L818",
      "_origin": "ast",
      "id": "tests_test_reflect_rationale_818",
      "community": 131,
      "norm_label": "load_learning_overlay recomputes the file fingerprint: unchanged source =>"
    },
    {
      "label": "Regression: with a RELATIVE source_file and graph.json under graphify-out/,",
      "file_type": "rationale",
      "source_file": "tests/test_reflect.py",
      "source_location": "L841",
      "_origin": "ast",
      "id": "tests_test_reflect_rationale_841",
      "community": 131,
      "norm_label": "regression: with a relative source_file and graph.json under graphify-out/,"
    },
    {
      "label": "When a committed .graphify_root marker records the project root (e.g. a     GRA",
      "file_type": "rationale",
      "source_file": "tests/test_reflect.py",
      "source_location": "L867",
      "_origin": "ast",
      "id": "tests_test_reflect_rationale_867",
      "community": 131,
      "norm_label": "when a committed .graphify_root marker records the project root (e.g. a     gra"
    },
    {
      "label": "In a flat layout (graph.json at the project root), the resolver must use the",
      "file_type": "rationale",
      "source_file": "tests/test_reflect.py",
      "source_location": "L887",
      "_origin": "ast",
      "id": "tests_test_reflect_rationale_887",
      "community": 57,
      "norm_label": "in a flat layout (graph.json at the project root), the resolver must use the"
    },
    {
      "label": "A node cited by >5 useful results keeps exactly the 5 most-recent in     proven",
      "file_type": "rationale",
      "source_file": "tests/test_reflect.py",
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      "file_type": "rationale",
      "source_file": "tests/test_ruby_resolution.py",
      "source_location": "L47",
      "_origin": "ast",
      "id": "tests_test_ruby_resolution_rationale_47",
      "community": 38,
      "norm_label": "return the `calls` edge whose source/target labels contain the given     substr"
    },
    {
      "label": "The differentiator: adding an unrelated Worker#run must NOT break the edge.",
      "file_type": "rationale",
      "source_file": "tests/test_ruby_resolution.py",
      "source_location": "L144",
      "_origin": "ast",
      "id": "tests_test_ruby_resolution_rationale_144",
      "community": 38,
      "norm_label": "the differentiator: adding an unrelated worker#run must not break the edge."
    },
    {
      "label": "A member call on a receiver with no known type must NOT be resolved.",
      "file_type": "rationale",
      "source_file": "tests/test_ruby_resolution.py",
      "source_location": "L170",
      "_origin": "ast",
      "id": "tests_test_ruby_resolution_rationale_170",
      "community": 38,
      "norm_label": "a member call on a receiver with no known type must not be resolved."
    },
    {
      "label": "`p = Processor.new` should link the caller to the Processor class.",
      "file_type": "rationale",
      "source_file": "tests/test_ruby_resolution.py",
      "source_location": "L189",
      "_origin": "ast",
      "id": "tests_test_ruby_resolution_rationale_189",
      "community": 38,
      "norm_label": "`p = processor.new` should link the caller to the processor class."
    },
    {
      "label": "#1640 shape 1: `module Foo` must get a node and own its methods.",
      "file_type": "rationale",
      "source_file": "tests/test_ruby_resolution.py",
      "source_location": "L214",
      "_origin": "ast",
      "id": "tests_test_ruby_resolution_rationale_214",
      "community": 38,
      "norm_label": "#1640 shape 1: `module foo` must get a node and own its methods."
    },
    {
      "label": "#1640 shape 1, nested.",
      "file_type": "rationale",
      "source_file": "tests/test_ruby_resolution.py",
      "source_location": "L223",
      "_origin": "ast",
      "id": "tests_test_ruby_resolution_rationale_223",
      "community": 38,
      "norm_label": "#1640 shape 1, nested."
    },
    {
      "label": "#1640 shape 2: `Foo = Struct.new(...) do ... end`.",
      "file_type": "rationale",
      "source_file": "tests/test_ruby_resolution.py",
      "source_location": "L232",
      "_origin": "ast",
      "id": "tests_test_ruby_resolution_rationale_232",
      "community": 38,
      "norm_label": "#1640 shape 2: `foo = struct.new(...) do ... end`."
    },
    {
      "label": "#1640 shape 3: `Foo = Class.new(Super)` \u2014 node + inherits edge.",
      "file_type": "rationale",
      "source_file": "tests/test_ruby_resolution.py",
      "source_location": "L240",
      "_origin": "ast",
      "id": "tests_test_ruby_resolution_rationale_240",
      "community": 38,
      "norm_label": "#1640 shape 3: `foo = class.new(super)` \u2014 node + inherits edge."
    },
    {
      "label": "#1634: `Processor.call` (def self.call) resolves to the singleton method.",
      "file_type": "rationale",
      "source_file": "tests/test_ruby_resolution.py",
      "source_location": "L255",
      "_origin": "ast",
      "id": "tests_test_ruby_resolution_rationale_255",
      "community": 38,
      "norm_label": "#1634: `processor.call` (def self.call) resolves to the singleton method."
    },
    {
      "label": "#1634 + #1640: `TaxCalculator.rate_for` resolves across files to a     module_f",
      "file_type": "rationale",
      "source_file": "tests/test_ruby_resolution.py",
      "source_location": "L264",
      "_origin": "ast",
      "id": "tests_test_ruby_resolution_rationale_264",
      "community": 38,
      "norm_label": "#1634 + #1640: `taxcalculator.rate_for` resolves across files to a     module_f"
    },
    {
      "label": "#1634: `Model.where` (no `where` def, e.g. ActiveRecord) still links to the",
      "file_type": "rationale",
      "source_file": "tests/test_ruby_resolution.py",
      "source_location": "L275",
      "_origin": "ast",
      "id": "tests_test_ruby_resolution_rationale_275",
      "community": 38,
      "norm_label": "#1634: `model.where` (no `where` def, e.g. activerecord) still links to the"
    },
    {
      "label": "Two classes named `Processor` => ambiguous receiver => bail (no wrong edge).",
      "file_type": "rationale",
      "source_file": "tests/test_ruby_resolution.py",
      "source_location": "L286",
      "_origin": "ast",
      "id": "tests_test_ruby_resolution_rationale_286",
      "community": 38,
      "norm_label": "two classes named `processor` => ambiguous receiver => bail (no wrong edge)."
    },
    {
      "label": "#1784: `.rake` files are plain Ruby and must route to the Ruby extractor     an",
      "file_type": "rationale",
      "source_file": "tests/test_ruby_resolution.py",
      "source_location": "L354",
      "_origin": "ast",
      "id": "tests_test_ruby_resolution_rationale_354",
      "community": 38,
      "norm_label": "#1784: `.rake` files are plain ruby and must route to the ruby extractor     an"
    },
    {
      "label": "test_scip_ingest.py",
      "file_type": "code",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_test_scip_ingest",
      "community": 70,
      "norm_label": "test_scip_ingest.py"
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      "label": "test_ingest_empty_doc_returns_empty_lists()",
      "file_type": "code",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L20",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_test_ingest_empty_doc_returns_empty_lists",
      "community": 529,
      "norm_label": "test_ingest_empty_doc_returns_empty_lists()"
    },
    {
      "label": "test_ingest_dict_without_documents_key()",
      "file_type": "code",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L26",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_test_ingest_dict_without_documents_key",
      "community": 70,
      "norm_label": "test_ingest_dict_without_documents_key()"
    },
    {
      "label": "test_ingest_documents_not_a_list_is_skipped()",
      "file_type": "code",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L32",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_test_ingest_documents_not_a_list_is_skipped",
      "community": 530,
      "norm_label": "test_ingest_documents_not_a_list_is_skipped()"
    },
    {
      "label": "test_ingest_documents_empty_list()",
      "file_type": "code",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L38",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_test_ingest_documents_empty_list",
      "community": 65,
      "norm_label": "test_ingest_documents_empty_list()"
    },
    {
      "label": "test_ingest_single_symbol_no_relationships()",
      "file_type": "code",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L44",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_test_ingest_single_symbol_no_relationships",
      "community": 531,
      "norm_label": "test_ingest_single_symbol_no_relationships()"
    },
    {
      "label": "test_ingest_symbol_without_display_name_uses_suffix()",
      "file_type": "code",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L80",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_test_ingest_symbol_without_display_name_uses_suffix",
      "community": 540,
      "norm_label": "test_ingest_symbol_without_display_name_uses_suffix()"
    },
    {
      "label": "test_ingest_symbol_trailing_hash_no_display_name_has_non_empty_label()",
      "file_type": "code",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L101",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_test_ingest_symbol_trailing_hash_no_display_name_has_non_empty_label",
      "community": 70,
      "norm_label": "test_ingest_symbol_trailing_hash_no_display_name_has_non_empty_label()"
    },
    {
      "label": "test_ingest_symbol_without_hash_uses_full_symbol_as_label()",
      "file_type": "code",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L131",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_test_ingest_symbol_without_hash_uses_full_symbol_as_label",
      "community": 65,
      "norm_label": "test_ingest_symbol_without_hash_uses_full_symbol_as_label()"
    },
    {
      "label": "test_ingest_symbol_without_occurrences_has_empty_source_location()",
      "file_type": "code",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L152",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_test_ingest_symbol_without_occurrences_has_empty_source_location",
      "community": 65,
      "norm_label": "test_ingest_symbol_without_occurrences_has_empty_source_location()"
    },
    {
      "label": "test_ingest_symbol_without_occurrences_key()",
      "file_type": "code",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L173",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_test_ingest_symbol_without_occurrences_key",
      "community": 70,
      "norm_label": "test_ingest_symbol_without_occurrences_key()"
    },
    {
      "label": "test_ingest_multiple_symbols_in_one_document()",
      "file_type": "code",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L193",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_test_ingest_multiple_symbols_in_one_document",
      "community": 70,
      "norm_label": "test_ingest_multiple_symbols_in_one_document()"
    },
    {
      "label": "test_ingest_multiple_documents()",
      "file_type": "code",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L231",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_test_ingest_multiple_documents",
      "community": 65,
      "norm_label": "test_ingest_multiple_documents()"
    },
    {
      "label": "_make_symbol_doc()",
      "file_type": "code",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L261",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_make_symbol_doc",
      "community": 91,
      "norm_label": "_make_symbol_doc()"
    },
    {
      "label": "test_ingest_is_reference_emits_scip_ref_edge()",
      "file_type": "code",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L281",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_test_ingest_is_reference_emits_scip_ref_edge",
      "community": 91,
      "norm_label": "test_ingest_is_reference_emits_scip_ref_edge()"
    },
    {
      "label": "test_ingest_is_definition_emits_scip_def_edge()",
      "file_type": "code",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L293",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_test_ingest_is_definition_emits_scip_def_edge",
      "community": 91,
      "norm_label": "test_ingest_is_definition_emits_scip_def_edge()"
    },
    {
      "label": "test_ingest_is_implementation_emits_scip_impl_edge()",
      "file_type": "code",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L304",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_test_ingest_is_implementation_emits_scip_impl_edge",
      "community": 91,
      "norm_label": "test_ingest_is_implementation_emits_scip_impl_edge()"
    },
    {
      "label": "test_ingest_is_type_definition_emits_scip_typed_edge()",
      "file_type": "code",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L315",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_test_ingest_is_type_definition_emits_scip_typed_edge",
      "community": 91,
      "norm_label": "test_ingest_is_type_definition_emits_scip_typed_edge()"
    },
    {
      "label": "test_ingest_relationship_priority_order()",
      "file_type": "code",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L326",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_test_ingest_relationship_priority_order",
      "community": 91,
      "norm_label": "test_ingest_relationship_priority_order()"
    },
    {
      "label": "test_ingest_relationship_no_boolean_flags_defaults_to_ref()",
      "file_type": "code",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L345",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_test_ingest_relationship_no_boolean_flags_defaults_to_ref",
      "community": 91,
      "norm_label": "test_ingest_relationship_no_boolean_flags_defaults_to_ref()"
    },
    {
      "label": "test_ingest_multiple_relationships_on_one_symbol()",
      "file_type": "code",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L356",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_test_ingest_multiple_relationships_on_one_symbol",
      "community": 91,
      "norm_label": "test_ingest_multiple_relationships_on_one_symbol()"
    },
    {
      "label": "test_ingest_relationship_without_target_symbol_is_skipped()",
      "file_type": "code",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L372",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_test_ingest_relationship_without_target_symbol_is_skipped",
      "community": 91,
      "norm_label": "test_ingest_relationship_without_target_symbol_is_skipped()"
    },
    {
      "label": "test_ingest_duplicate_edges_are_deduplicated()",
      "file_type": "code",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L386",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_test_ingest_duplicate_edges_are_deduplicated",
      "community": 91,
      "norm_label": "test_ingest_duplicate_edges_are_deduplicated()"
    },
    {
      "label": "test_ingest_edge_structure_complete()",
      "file_type": "code",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L405",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_test_ingest_edge_structure_complete",
      "community": 91,
      "norm_label": "test_ingest_edge_structure_complete()"
    },
    {
      "label": "test_ingest_edge_source_location_from_first_occurrence()",
      "file_type": "code",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L423",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_test_ingest_edge_source_location_from_first_occurrence",
      "community": 65,
      "norm_label": "test_ingest_edge_source_location_from_first_occurrence()"
    },
    {
      "label": "test_ingest_node_id_contains_source_file_and_symbol_suffix()",
      "file_type": "code",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L448",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_test_ingest_node_id_contains_source_file_and_symbol_suffix",
      "community": 91,
      "norm_label": "test_ingest_node_id_contains_source_file_and_symbol_suffix()"
    },
    {
      "label": "test_ingest_node_id_is_deterministic()",
      "file_type": "code",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L462",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_test_ingest_node_id_is_deterministic",
      "community": 91,
      "norm_label": "test_ingest_node_id_is_deterministic()"
    },
    {
      "label": "test_ingest_node_id_differs_by_source_file()",
      "file_type": "code",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L474",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_test_ingest_node_id_differs_by_source_file",
      "community": 70,
      "norm_label": "test_ingest_node_id_differs_by_source_file()"
    },
    {
      "label": "test_ingest_duplicate_symbols_in_same_file_are_deduplicated()",
      "file_type": "code",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L501",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_test_ingest_duplicate_symbols_in_same_file_are_deduplicated",
      "community": 532,
      "norm_label": "test_ingest_duplicate_symbols_in_same_file_are_deduplicated()"
    },
    {
      "label": "test_ingest_non_dict_input_returns_empty()",
      "file_type": "code",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L535",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_test_ingest_non_dict_input_returns_empty",
      "community": 65,
      "norm_label": "test_ingest_non_dict_input_returns_empty()"
    },
    {
      "label": "test_ingest_document_item_not_a_dict_is_skipped()",
      "file_type": "code",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L541",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_test_ingest_document_item_not_a_dict_is_skipped",
      "community": 533,
      "norm_label": "test_ingest_document_item_not_a_dict_is_skipped()"
    },
    {
      "label": "test_ingest_symbol_item_not_a_dict_is_skipped()",
      "file_type": "code",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L560",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_test_ingest_symbol_item_not_a_dict_is_skipped",
      "community": 534,
      "norm_label": "test_ingest_symbol_item_not_a_dict_is_skipped()"
    },
    {
      "label": "test_ingest_symbol_without_symbol_id_is_skipped()",
      "file_type": "code",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L586",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_test_ingest_symbol_without_symbol_id_is_skipped",
      "community": 70,
      "norm_label": "test_ingest_symbol_without_symbol_id_is_skipped()"
    },
    {
      "label": "test_ingest_relationship_item_not_a_dict_is_skipped()",
      "file_type": "code",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L603",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_test_ingest_relationship_item_not_a_dict_is_skipped",
      "community": 91,
      "norm_label": "test_ingest_relationship_item_not_a_dict_is_skipped()"
    },
    {
      "label": "test_ingest_document_without_symbols_key()",
      "file_type": "code",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L624",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_test_ingest_document_without_symbols_key",
      "community": 535,
      "norm_label": "test_ingest_document_without_symbols_key()"
    },
    {
      "label": "test_ingest_document_with_symbols_not_a_list()",
      "file_type": "code",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L631",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_test_ingest_document_with_symbols_not_a_list",
      "community": 65,
      "norm_label": "test_ingest_document_with_symbols_not_a_list()"
    },
    {
      "label": "test_ingest_symbol_without_kind_defaults_to_unknown()",
      "file_type": "code",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L638",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_test_ingest_symbol_without_kind_defaults_to_unknown",
      "community": 536,
      "norm_label": "test_ingest_symbol_without_kind_defaults_to_unknown()"
    },
    {
      "label": "test_ingest_default_source_file_is_empty_string()",
      "file_type": "code",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L657",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_test_ingest_default_source_file_is_empty_string",
      "community": 65,
      "norm_label": "test_ingest_default_source_file_is_empty_string()"
    },
    {
      "label": "test_ingest_source_file_falls_back_to_function_param()",
      "file_type": "code",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L672",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_test_ingest_source_file_falls_back_to_function_param",
      "community": 70,
      "norm_label": "test_ingest_source_file_falls_back_to_function_param()"
    },
    {
      "label": "test_ingest_document_relative_path_overrides_source_file_param()",
      "file_type": "code",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L687",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_test_ingest_document_relative_path_overrides_source_file_param",
      "community": 537,
      "norm_label": "test_ingest_document_relative_path_overrides_source_file_param()"
    },
    {
      "label": "test_ingest_document_without_language_defaults_to_function_param()",
      "file_type": "code",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L703",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_test_ingest_document_without_language_defaults_to_function_param",
      "community": 70,
      "norm_label": "test_ingest_document_without_language_defaults_to_function_param()"
    },
    {
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      "norm_label": "symbol ending with '#' and no display_name must produce a non-empty label."
    },
    {
      "label": "When symbol has no #, the label is the full symbol id.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L132",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_132",
      "community": 65,
      "norm_label": "when symbol has no #, the label is the full symbol id."
    },
    {
      "label": "When occurrences list is empty, source_location is empty string.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L153",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_153",
      "community": 65,
      "norm_label": "when occurrences list is empty, source_location is empty string."
    },
    {
      "label": "When occurrences key is missing entirely, falls back to empty source_location.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L174",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_174",
      "community": 70,
      "norm_label": "when occurrences key is missing entirely, falls back to empty source_location."
    },
    {
      "label": "Multiple symbols in a single document all become nodes.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L194",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_194",
      "community": 70,
      "norm_label": "multiple symbols in a single document all become nodes."
    },
    {
      "label": "Symbols from multiple documents all become nodes.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L232",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_232",
      "community": 65,
      "norm_label": "symbols from multiple documents all become nodes."
    },
    {
      "label": "Helper to build a minimal SCIP document with one symbol.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L262",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_262",
      "community": 91,
      "norm_label": "helper to build a minimal scip document with one symbol."
    },
    {
      "label": "is_reference \u2192 relation 'scip_ref'.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L282",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_282",
      "community": 91,
      "norm_label": "is_reference \u2192 relation 'scip_ref'."
    },
    {
      "label": "is_definition \u2192 relation 'scip_def'.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L294",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_294",
      "community": 91,
      "norm_label": "is_definition \u2192 relation 'scip_def'."
    },
    {
      "label": "is_implementation \u2192 relation 'scip_impl' (takes priority over is_definition).",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L305",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_305",
      "community": 91,
      "norm_label": "is_implementation \u2192 relation 'scip_impl' (takes priority over is_definition)."
    },
    {
      "label": "is_type_definition \u2192 relation 'scip_typed'.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L316",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_316",
      "community": 91,
      "norm_label": "is_type_definition \u2192 relation 'scip_typed'."
    },
    {
      "label": "Implementation > TypeDefinition > Definition > Reference.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L327",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_327",
      "community": 91,
      "norm_label": "implementation > typedefinition > definition > reference."
    },
    {
      "label": "When none of is_* flags are set, relation defaults to 'scip_ref'.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L346",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_346",
      "community": 91,
      "norm_label": "when none of is_* flags are set, relation defaults to 'scip_ref'."
    },
    {
      "label": "A symbol with multiple relationships emits one edge per relationship.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L357",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_357",
      "community": 91,
      "norm_label": "a symbol with multiple relationships emits one edge per relationship."
    },
    {
      "label": "Relationship with empty or missing symbol field is ignored.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L373",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_373",
      "community": 91,
      "norm_label": "relationship with empty or missing symbol field is ignored."
    },
    {
      "label": "The same source\u2192target\u2192relation\u2192location edge is only emitted once.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L387",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_387",
      "community": 91,
      "norm_label": "the same source\u2192target\u2192relation\u2192location edge is only emitted once."
    },
    {
      "label": "Verify every field in the emitted edge dict.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L406",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_406",
      "community": 91,
      "norm_label": "verify every field in the emitted edge dict."
    },
    {
      "label": "source_location on edges uses the line from the first occurrence range[0].",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L424",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_424",
      "community": 65,
      "norm_label": "source_location on edges uses the line from the first occurrence range[0]."
    },
    {
      "label": "Node id is derived from source_file and symbol suffix.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L449",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_449",
      "community": 91,
      "norm_label": "node id is derived from source_file and symbol suffix."
    },
    {
      "label": "Same input produces the same node id.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L463",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_463",
      "community": 91,
      "norm_label": "same input produces the same node id."
    },
    {
      "label": "Same symbol in different files produces different node ids.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L475",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_475",
      "community": 70,
      "norm_label": "same symbol in different files produces different node ids."
    },
    {
      "label": "The same symbol appearing twice in a document yields only one node.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L502",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_502",
      "community": 532,
      "norm_label": "the same symbol appearing twice in a document yields only one node."
    },
    {
      "label": "Non-dict inputs are guarded and return empty nodes/edges.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L536",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_536",
      "community": 65,
      "norm_label": "non-dict inputs are guarded and return empty nodes/edges."
    },
    {
      "label": "Non-dict entries in the documents list are silently skipped.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L542",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_542",
      "community": 533,
      "norm_label": "non-dict entries in the documents list are silently skipped."
    },
    {
      "label": "Non-dict entries in the symbols list are silently skipped.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L561",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_561",
      "community": 534,
      "norm_label": "non-dict entries in the symbols list are silently skipped."
    },
    {
      "label": "A symbol dict with empty or missing 'symbol' field produces no node.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L587",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_587",
      "community": 70,
      "norm_label": "a symbol dict with empty or missing 'symbol' field produces no node."
    },
    {
      "label": "Non-dict entries in the relationships list are silently skipped.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L604",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_604",
      "community": 91,
      "norm_label": "non-dict entries in the relationships list are silently skipped."
    },
    {
      "label": "Document dict without 'symbols' key is treated as empty list.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L625",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_625",
      "community": 535,
      "norm_label": "document dict without 'symbols' key is treated as empty list."
    },
    {
      "label": "When symbols is not a list, that document is skipped.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L632",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_632",
      "community": 65,
      "norm_label": "when symbols is not a list, that document is skipped."
    },
    {
      "label": "When kind is missing, metadata uses 'unknown'.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L639",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_639",
      "community": 536,
      "norm_label": "when kind is missing, metadata uses 'unknown'."
    },
    {
      "label": "When no relative_path is given on document, source_file defaults to ''.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L658",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_658",
      "community": 65,
      "norm_label": "when no relative_path is given on document, source_file defaults to ''."
    },
    {
      "label": "The source_file param provides a fallback when doc has no relative_path.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L673",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_673",
      "community": 70,
      "norm_label": "the source_file param provides a fallback when doc has no relative_path."
    },
    {
      "label": "Document relative_path takes precedence over the source_file parameter.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L688",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_688",
      "community": 537,
      "norm_label": "document relative_path takes precedence over the source_file parameter."
    },
    {
      "label": "When doc has no language field, uses the language function parameter.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L704",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_704",
      "community": 70,
      "norm_label": "when doc has no language field, uses the language function parameter."
    },
    {
      "label": "A range list with exactly 2 elements (minimum required) sets sourceline from ran",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L722",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_722",
      "community": 65,
      "norm_label": "a range list with exactly 2 elements (minimum required) sets sourceline from ran"
    },
    {
      "label": "Only the first occurrence is used; if it is not a dict, sourceline stays 0.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L743",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_743",
      "community": 70,
      "norm_label": "only the first occurrence is used; if it is not a dict, sourceline stays 0."
    },
    {
      "label": "When range is not a list, sourceline stays 0 (empty source_location).",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L770",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_770",
      "community": 538,
      "norm_label": "when range is not a list, sourceline stays 0 (empty source_location)."
    },
    {
      "label": "The first element of documentation[] becomes scip_description metadata.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L791",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_791",
      "community": 539,
      "norm_label": "the first element of documentation[] becomes scip_description metadata."
    },
    {
      "label": "When documentation[0] is empty string, scip_description is omitted.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L813",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_813",
      "community": 70,
      "norm_label": "when documentation[0] is empty string, scip_description is omitted."
    },
    {
      "label": "When documentation key is missing, scip_description is not in metadata.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L835",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_835",
      "community": 70,
      "norm_label": "when documentation key is missing, scip_description is not in metadata."
    },
    {
      "label": "Missing relationships key \u2014 symbol still becomes a node.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L856",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_856",
      "community": 70,
      "norm_label": "missing relationships key \u2014 symbol still becomes a node."
    },
    {
      "label": "Symbol with # uses suffix after last #.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L876",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_876",
      "community": 171,
      "norm_label": "symbol with # uses suffix after last #."
    },
    {
      "label": "Symbol without # uses the full symbol (sanitised) as suffix.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L886",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_886",
      "community": 171,
      "norm_label": "symbol without # uses the full symbol (sanitised) as suffix."
    },
    {
      "label": "Non-alphanumeric characters are replaced with underscores.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L893",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_893",
      "community": 171,
      "norm_label": "non-alphanumeric characters are replaced with underscores."
    },
    {
      "label": "Same inputs always produce the same id.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L900",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_900",
      "community": 171,
      "norm_label": "same inputs always produce the same id."
    },
    {
      "label": "Different source_file produces different hash.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L907",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_907",
      "community": 171,
      "norm_label": "different source_file produces different hash."
    },
    {
      "label": "Different symbol produces different hash.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L914",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_914",
      "community": 171,
      "norm_label": "different symbol produces different hash."
    },
    {
      "label": "If sanitised suffix is empty, uses just the hash.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L921",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_921",
      "community": 171,
      "norm_label": "if sanitised suffix is empty, uses just the hash."
    },
    {
      "label": "Any kind string maps to 'code'.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L937",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_937",
      "community": 95,
      "norm_label": "any kind string maps to 'code'."
    },
    {
      "label": "All three fields present when description is non-empty.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L951",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_951",
      "community": 95,
      "norm_label": "all three fields present when description is non-empty."
    },
    {
      "label": "scip_description is omitted when description is empty string.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L961",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_961",
      "community": 95,
      "norm_label": "scip_description is omitted when description is empty string."
    },
    {
      "label": "Ingestion handles a large number of symbols gracefully.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L976",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_976",
      "community": 65,
      "norm_label": "ingestion handles a large number of symbols gracefully."
    },
    {
      "label": "When sourceline is 0, source_location on edge is empty string.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L993",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_993",
      "community": 65,
      "norm_label": "when sourceline is 0, source_location on edge is empty string."
    },
    {
      "label": "Cross-symbol relationship within ONE document resolves via the symbol index.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L1019",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_1019",
      "community": 515,
      "norm_label": "cross-symbol relationship within one document resolves via the symbol index."
    },
    {
      "label": "Cross-document relationship resolves to the target document's node id.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L1045",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_1045",
      "community": 70,
      "norm_label": "cross-document relationship resolves to the target document's node id."
    },
    {
      "label": "A relationship targeting a symbol NOT in any document creates a stub external no",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L1077",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_1077",
      "community": 516,
      "norm_label": "a relationship targeting a symbol not in any document creates a stub external no"
    },
    {
      "label": "Result passes Graphify's validate_extraction and build_from_json keeps the edges",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L1106",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_1106",
      "community": 65,
      "norm_label": "result passes graphify's validate_extraction and build_from_json keeps the edges"
    },
    {
      "label": "`relative_path` as a non-string falls back to the function's source_file default",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L1144",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_1144",
      "community": 517,
      "norm_label": "`relative_path` as a non-string falls back to the function's source_file default"
    },
    {
      "label": "`language` as a non-string falls back to the function default.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L1158",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_1158",
      "community": 518,
      "norm_label": "`language` as a non-string falls back to the function default."
    },
    {
      "label": "A symbol entry with `symbol: <int>` is silently skipped.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L1174",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_1174",
      "community": 519,
      "norm_label": "a symbol entry with `symbol: <int>` is silently skipped."
    },
    {
      "label": "A symbol with `relationships: None` ingests without error and emits no edges.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L1192",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_1192",
      "community": 65,
      "norm_label": "a symbol with `relationships: none` ingests without error and emits no edges."
    },
    {
      "label": "A relationship entry whose `symbol` is a non-string is silently skipped.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L1207",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_1207",
      "community": 520,
      "norm_label": "a relationship entry whose `symbol` is a non-string is silently skipped."
    },
    {
      "label": "A symbol with `kind` as a non-string falls back to 'unknown'.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L1232",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_1232",
      "community": 65,
      "norm_label": "a symbol with `kind` as a non-string falls back to 'unknown'."
    },
    {
      "label": "`display_name` as a non-string falls back to the symbol suffix.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L1246",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_1246",
      "community": 65,
      "norm_label": "`display_name` as a non-string falls back to the symbol suffix."
    },
    {
      "label": "`documentation` first entry that isn't a string yields empty description (not cr",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L1261",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_1261",
      "community": 65,
      "norm_label": "`documentation` first entry that isn't a string yields empty description (not cr"
    },
    {
      "label": "Top-level non-dict shapes still return the empty result.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L1276",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_1276",
      "community": 521,
      "norm_label": "top-level non-dict shapes still return the empty result."
    },
    {
      "label": "`documents` as a non-list returns the empty result.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L1283",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_1283",
      "community": 522,
      "norm_label": "`documents` as a non-list returns the empty result."
    },
    {
      "label": "A non-dict entry in `documents` is silently skipped.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L1288",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_1288",
      "community": 65,
      "norm_label": "a non-dict entry in `documents` is silently skipped."
    },
    {
      "label": "An occurrence with a negative line number resolves source_location to empty.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L1300",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_1300",
      "community": 523,
      "norm_label": "an occurrence with a negative line number resolves source_location to empty."
    },
    {
      "label": "When two docs both have `F#`, a relationship from b.py's F# to F# must     reso",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L1325",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_1325",
      "community": 65,
      "norm_label": "when two docs both have `f#`, a relationship from b.py's f# to f# must     reso"
    },
    {
      "label": "When a target symbol is defined in exactly ONE other document, the edge     sti",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L1360",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_1360",
      "community": 70,
      "norm_label": "when a target symbol is defined in exactly one other document, the edge     sti"
    },
    {
      "label": "When a target symbol is defined in 2+ documents AND the source is in a     thir",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L1390",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_1390",
      "community": 70,
      "norm_label": "when a target symbol is defined in 2+ documents and the source is in a     thir"
    },
    {
      "label": "`\"is_implementation\": \"false\"` is a truthy STRING \u2014 must not route to     scip_",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L1436",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_1436",
      "community": 524,
      "norm_label": "`\"is_implementation\": \"false\"` is a truthy string \u2014 must not route to     scip_"
    },
    {
      "label": "`\"is_implementation\": 1` is truthy but not True \u2014 must not route to scip_impl.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L1463",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_1463",
      "community": 525,
      "norm_label": "`\"is_implementation\": 1` is truthy but not true \u2014 must not route to scip_impl."
    },
    {
      "label": "Actual boolean True still routes to the corresponding scip_ relation.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L1489",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_1489",
      "community": 526,
      "norm_label": "actual boolean true still routes to the corresponding scip_ relation."
    },
    {
      "label": "range[0] = True (which is technically an int subclass) must not produce 'LTrue'.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L1523",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_1523",
      "community": 65,
      "norm_label": "range[0] = true (which is technically an int subclass) must not produce 'ltrue'."
    },
    {
      "label": "Duplicate symbol records within the SAME document collapse to one node id     i",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L1544",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_1544",
      "community": 527,
      "norm_label": "duplicate symbol records within the same document collapse to one node id     i"
    },
    {
      "label": "SCIP-supplied description must be HTML-escaped before reaching node     metadat",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L1586",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_1586",
      "community": 528,
      "norm_label": "scip-supplied description must be html-escaped before reaching node     metadat"
    },
    {
      "label": "Control characters in SCIP description must not survive into the graph.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L1613",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_1613",
      "community": 70,
      "norm_label": "control characters in scip description must not survive into the graph."
    },
    {
      "label": "SCIP relationship payloads embedded in edge metadata must be sanitized.",
      "file_type": "rationale",
      "source_file": "tests/test_scip_ingest.py",
      "source_location": "L1639",
      "_origin": "ast",
      "id": "tests_test_scip_ingest_rationale_1639",
      "community": 70,
      "norm_label": "scip relationship payloads embedded in edge metadata must be sanitized."
    },
    {
      "label": "test_search_hook.py",
      "file_type": "code",
      "source_file": "tests/test_search_hook.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_test_search_hook",
      "community": 118,
      "norm_label": "test_search_hook.py"
    },
    {
      "label": "_search_matcher()",
      "file_type": "code",
      "source_file": "tests/test_search_hook.py",
      "source_location": "L16",
      "_origin": "ast",
      "id": "tests_test_search_hook_search_matcher",
      "community": 118,
      "norm_label": "_search_matcher()"
    },
    {
      "label": "_env()",
      "file_type": "code",
      "source_file": "tests/test_search_hook.py",
      "source_location": "L21",
      "_origin": "ast",
      "id": "tests_test_search_hook_env",
      "community": 118,
      "norm_label": "_env()"
    },
    {
      "label": "_run()",
      "file_type": "code",
      "source_file": "tests/test_search_hook.py",
      "source_location": "L27",
      "_origin": "ast",
      "id": "tests_test_search_hook_run",
      "community": 118,
      "norm_label": "_run()"
    },
    {
      "label": "_run_grep_tool()",
      "file_type": "code",
      "source_file": "tests/test_search_hook.py",
      "source_location": "L38",
      "_origin": "ast",
      "id": "tests_test_search_hook_run_grep_tool",
      "community": 118,
      "norm_label": "_run_grep_tool()"
    },
    {
      "label": "test_matcher_targets_bash_and_grep()",
      "file_type": "code",
      "source_file": "tests/test_search_hook.py",
      "source_location": "L50",
      "_origin": "ast",
      "id": "tests_test_search_hook_test_matcher_targets_bash_and_grep",
      "community": 118,
      "norm_label": "test_matcher_targets_bash_and_grep()"
    },
    {
      "label": "test_hook_command_has_no_backslashes()",
      "file_type": "code",
      "source_file": "tests/test_search_hook.py",
      "source_location": "L56",
      "_origin": "ast",
      "id": "tests_test_search_hook_test_hook_command_has_no_backslashes",
      "community": 135,
      "norm_label": "test_hook_command_has_no_backslashes()"
    },
    {
      "label": "test_command_has_no_shell_syntax()",
      "file_type": "code",
      "source_file": "tests/test_search_hook.py",
      "source_location": "L68",
      "_origin": "ast",
      "id": "tests_test_search_hook_test_command_has_no_shell_syntax",
      "community": 118,
      "norm_label": "test_command_has_no_shell_syntax()"
    },
    {
      "label": "test_nudges_on_search_commands_with_graph()",
      "file_type": "code",
      "source_file": "tests/test_search_hook.py",
      "source_location": "L76",
      "_origin": "ast",
      "id": "tests_test_search_hook_test_nudges_on_search_commands_with_graph",
      "community": 118,
      "norm_label": "test_nudges_on_search_commands_with_graph()"
    },
    {
      "label": "test_silent_without_graph()",
      "file_type": "code",
      "source_file": "tests/test_search_hook.py",
      "source_location": "L90",
      "_origin": "ast",
      "id": "tests_test_search_hook_test_silent_without_graph",
      "community": 118,
      "norm_label": "test_silent_without_graph()"
    },
    {
      "label": "test_silent_on_non_search_commands()",
      "file_type": "code",
      "source_file": "tests/test_search_hook.py",
      "source_location": "L95",
      "_origin": "ast",
      "id": "tests_test_search_hook_test_silent_on_non_search_commands",
      "community": 118,
      "norm_label": "test_silent_on_non_search_commands()"
    },
    {
      "label": "test_nudge_payload_is_valid_pretooluse_json()",
      "file_type": "code",
      "source_file": "tests/test_search_hook.py",
      "source_location": "L101",
      "_origin": "ast",
      "id": "tests_test_search_hook_test_nudge_payload_is_valid_pretooluse_json",
      "community": 118,
      "norm_label": "test_nudge_payload_is_valid_pretooluse_json()"
    },
    {
      "label": "test_fails_open_on_malformed_stdin()",
      "file_type": "code",
      "source_file": "tests/test_search_hook.py",
      "source_location": "L108",
      "_origin": "ast",
      "id": "tests_test_search_hook_test_fails_open_on_malformed_stdin",
      "community": 118,
      "norm_label": "test_fails_open_on_malformed_stdin()"
    },
    {
      "label": "test_never_blocks()",
      "file_type": "code",
      "source_file": "tests/test_search_hook.py",
      "source_location": "L119",
      "_origin": "ast",
      "id": "tests_test_search_hook_test_never_blocks",
      "community": 118,
      "norm_label": "test_never_blocks()"
    },
    {
      "label": "test_honors_graphify_out_override()",
      "file_type": "code",
      "source_file": "tests/test_search_hook.py",
      "source_location": "L126",
      "_origin": "ast",
      "id": "tests_test_search_hook_test_honors_graphify_out_override",
      "community": 118,
      "norm_label": "test_honors_graphify_out_override()"
    },
    {
      "label": "test_grep_tool_input_nudges_with_graph()",
      "file_type": "code",
      "source_file": "tests/test_search_hook.py",
      "source_location": "L145",
      "_origin": "ast",
      "id": "tests_test_search_hook_test_grep_tool_input_nudges_with_graph",
      "community": 118,
      "norm_label": "test_grep_tool_input_nudges_with_graph()"
    },
    {
      "label": "test_grep_tool_input_silent_without_graph()",
      "file_type": "code",
      "source_file": "tests/test_search_hook.py",
      "source_location": "L156",
      "_origin": "ast",
      "id": "tests_test_search_hook_test_grep_tool_input_silent_without_graph",
      "community": 118,
      "norm_label": "test_grep_tool_input_silent_without_graph()"
    },
    {
      "label": "test_grep_tool_nudge_is_valid_pretooluse_json()",
      "file_type": "code",
      "source_file": "tests/test_search_hook.py",
      "source_location": "L161",
      "_origin": "ast",
      "id": "tests_test_search_hook_test_grep_tool_nudge_is_valid_pretooluse_json",
      "community": 118,
      "norm_label": "test_grep_tool_nudge_is_valid_pretooluse_json()"
    },
    {
      "label": "test_grep_tool_never_blocks()",
      "file_type": "code",
      "source_file": "tests/test_search_hook.py",
      "source_location": "L168",
      "_origin": "ast",
      "id": "tests_test_search_hook_test_grep_tool_never_blocks",
      "community": 118,
      "norm_label": "test_grep_tool_never_blocks()"
    },
    {
      "label": "test_bash_non_search_with_stray_pattern_key_does_not_nudge()",
      "file_type": "code",
      "source_file": "tests/test_search_hook.py",
      "source_location": "L175",
      "_origin": "ast",
      "id": "tests_test_search_hook_test_bash_non_search_with_stray_pattern_key_does_not_nudge",
      "community": 118,
      "norm_label": "test_bash_non_search_with_stray_pattern_key_does_not_nudge()"
    },
    {
      "label": "The Bash PreToolUse guard nudges toward the graph before grep/find searches.",
      "file_type": "rationale",
      "source_file": "tests/test_search_hook.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_test_search_hook_rationale_1",
      "community": 118,
      "norm_label": "the bash pretooluse guard nudges toward the graph before grep/find searches."
    },
    {
      "label": "Feed a Grep-tool-shaped payload (pattern/path/glob, no command) to the guard.",
      "file_type": "rationale",
      "source_file": "tests/test_search_hook.py",
      "source_location": "L39",
      "_origin": "ast",
      "id": "tests_test_search_hook_rationale_39",
      "community": 118,
      "norm_label": "feed a grep-tool-shaped payload (pattern/path/glob, no command) to the guard."
    },
    {
      "label": "The guard resolves the graph via GRAPHIFY_OUT, not a hardcoded path.",
      "file_type": "rationale",
      "source_file": "tests/test_search_hook.py",
      "source_location": "L127",
      "_origin": "ast",
      "id": "tests_test_search_hook_rationale_127",
      "community": 118,
      "norm_label": "the guard resolves the graph via graphify_out, not a hardcoded path."
    },
    {
      "label": "A Bash tool_input carries `command`; the Grep-shape detection must not     fire",
      "file_type": "rationale",
      "source_file": "tests/test_search_hook.py",
      "source_location": "L176",
      "_origin": "ast",
      "id": "tests_test_search_hook_rationale_176",
      "community": 118,
      "norm_label": "a bash tool_input carries `command`; the grep-shape detection must not     fire"
    },
    {
      "label": "test_security.py",
      "file_type": "code",
      "source_file": "tests/test_security.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_test_security",
      "community": 59,
      "norm_label": "test_security.py"
    },
    {
      "label": "test_validate_url_accepts_http()",
      "file_type": "code",
      "source_file": "tests/test_security.py",
      "source_location": "L35",
      "_origin": "ast",
      "id": "tests_test_security_test_validate_url_accepts_http",
      "community": 226,
      "norm_label": "test_validate_url_accepts_http()"
    },
    {
      "label": "test_validate_url_accepts_https()",
      "file_type": "code",
      "source_file": "tests/test_security.py",
      "source_location": "L38",
      "_origin": "ast",
      "id": "tests_test_security_test_validate_url_accepts_https",
      "community": 226,
      "norm_label": "test_validate_url_accepts_https()"
    },
    {
      "label": "test_validate_url_rejects_file()",
      "file_type": "code",
      "source_file": "tests/test_security.py",
      "source_location": "L41",
      "_origin": "ast",
      "id": "tests_test_security_test_validate_url_rejects_file",
      "community": 226,
      "norm_label": "test_validate_url_rejects_file()"
    },
    {
      "label": "test_validate_url_rejects_ftp()",
      "file_type": "code",
      "source_file": "tests/test_security.py",
      "source_location": "L45",
      "_origin": "ast",
      "id": "tests_test_security_test_validate_url_rejects_ftp",
      "community": 226,
      "norm_label": "test_validate_url_rejects_ftp()"
    },
    {
      "label": "test_validate_url_rejects_data()",
      "file_type": "code",
      "source_file": "tests/test_security.py",
      "source_location": "L49",
      "_origin": "ast",
      "id": "tests_test_security_test_validate_url_rejects_data",
      "community": 226,
      "norm_label": "test_validate_url_rejects_data()"
    },
    {
      "label": "test_validate_url_rejects_empty_scheme()",
      "file_type": "code",
      "source_file": "tests/test_security.py",
      "source_location": "L53",
      "_origin": "ast",
      "id": "tests_test_security_test_validate_url_rejects_empty_scheme",
      "community": 226,
      "norm_label": "test_validate_url_rejects_empty_scheme()"
    },
    {
      "label": "_make_mock_response()",
      "file_type": "code",
      "source_file": "tests/test_security.py",
      "source_location": "L62",
      "_origin": "ast",
      "id": "tests_test_security_make_mock_response",
      "community": 214,
      "norm_label": "_make_mock_response()"
    },
    {
      "label": "test_safe_fetch_rejects_file_url()",
      "file_type": "code",
      "source_file": "tests/test_security.py",
      "source_location": "L73",
      "_origin": "ast",
      "id": "tests_test_security_test_safe_fetch_rejects_file_url",
      "community": 214,
      "norm_label": "test_safe_fetch_rejects_file_url()"
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    {
      "label": "test_safe_fetch_rejects_ftp_url()",
      "file_type": "code",
      "source_file": "tests/test_security.py",
      "source_location": "L77",
      "_origin": "ast",
      "id": "tests_test_security_test_safe_fetch_rejects_ftp_url",
      "community": 214,
      "norm_label": "test_safe_fetch_rejects_ftp_url()"
    },
    {
      "label": "test_safe_fetch_returns_bytes()",
      "file_type": "code",
      "source_file": "tests/test_security.py",
      "source_location": "L81",
      "_origin": "ast",
      "id": "tests_test_security_test_safe_fetch_returns_bytes",
      "community": 214,
      "norm_label": "test_safe_fetch_returns_bytes()"
    },
    {
      "label": "test_safe_fetch_raises_on_non_2xx()",
      "file_type": "code",
      "source_file": "tests/test_security.py",
      "source_location": "L90",
      "_origin": "ast",
      "id": "tests_test_security_test_safe_fetch_raises_on_non_2xx",
      "community": 214,
      "norm_label": "test_safe_fetch_raises_on_non_2xx()"
    },
    {
      "label": "test_safe_fetch_raises_on_size_exceeded()",
      "file_type": "code",
      "source_file": "tests/test_security.py",
      "source_location": "L99",
      "_origin": "ast",
      "id": "tests_test_security_test_safe_fetch_raises_on_size_exceeded",
      "community": 214,
      "norm_label": "test_safe_fetch_raises_on_size_exceeded()"
    },
    {
      "label": "test_safe_fetch_text_decodes_utf8()",
      "file_type": "code",
      "source_file": "tests/test_security.py",
      "source_location": "L122",
      "_origin": "ast",
      "id": "tests_test_security_test_safe_fetch_text_decodes_utf8",
      "community": 214,
      "norm_label": "test_safe_fetch_text_decodes_utf8()"
    },
    {
      "label": "test_safe_fetch_text_replaces_bad_bytes()",
      "file_type": "code",
      "source_file": "tests/test_security.py",
      "source_location": "L132",
      "_origin": "ast",
      "id": "tests_test_security_test_safe_fetch_text_replaces_bad_bytes",
      "community": 214,
      "norm_label": "test_safe_fetch_text_replaces_bad_bytes()"
    },
    {
      "label": "test_validate_graph_path_allows_inside_base()",
      "file_type": "code",
      "source_file": "tests/test_security.py",
      "source_location": "L149",
      "_origin": "ast",
      "id": "tests_test_security_test_validate_graph_path_allows_inside_base",
      "community": 227,
      "norm_label": "test_validate_graph_path_allows_inside_base()"
    },
    {
      "label": "test_validate_graph_path_blocks_traversal()",
      "file_type": "code",
      "source_file": "tests/test_security.py",
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      "id": "tests_test_semantic_cache_out_root_rationale_37",
      "community": 145,
      "norm_label": "count .json files under a cache dir (recursively, excluding .tmp)."
    },
    {
      "label": "When cache_root differs from root, cache files must land under cache_root.",
      "file_type": "rationale",
      "source_file": "tests/test_semantic_cache_out_root.py",
      "source_location": "L49",
      "_origin": "ast",
      "id": "tests_test_semantic_cache_out_root_rationale_49",
      "community": 145,
      "norm_label": "when cache_root differs from root, cache files must land under cache_root."
    },
    {
      "label": "With cache_root set, no graphify-out/ dir should be created inside corpus.",
      "file_type": "rationale",
      "source_file": "tests/test_semantic_cache_out_root.py",
      "source_location": "L72",
      "_origin": "ast",
      "id": "tests_test_semantic_cache_out_root_rationale_72",
      "community": 145,
      "norm_label": "with cache_root set, no graphify-out/ dir should be created inside corpus."
    },
    {
      "label": "A checkpoint saved with cache_root can be retrieved by check_semantic_cache",
      "file_type": "rationale",
      "source_file": "tests/test_semantic_cache_out_root.py",
      "source_location": "L99",
      "_origin": "ast",
      "id": "tests_test_semantic_cache_out_root_rationale_99",
      "community": 145,
      "norm_label": "a checkpoint saved with cache_root can be retrieved by check_semantic_cache"
    },
    {
      "label": "When root=corpus and cache_root=out, source_file resolution must use     corpus",
      "file_type": "rationale",
      "source_file": "tests/test_semantic_cache_out_root.py",
      "source_location": "L136",
      "_origin": "ast",
      "id": "tests_test_semantic_cache_out_root_rationale_136",
      "community": 145,
      "norm_label": "when root=corpus and cache_root=out, source_file resolution must use     corpus"
    },
    {
      "label": "Passing root=out_root (the old broken behaviour) silently writes 0 entries;",
      "file_type": "rationale",
      "source_file": "tests/test_semantic_cache_out_root.py",
      "source_location": "L165",
      "_origin": "ast",
      "id": "tests_test_semantic_cache_out_root_rationale_165",
      "community": 145,
      "norm_label": "passing root=out_root (the old broken behaviour) silently writes 0 entries;"
    },
    {
      "label": "When cache_root is omitted, cache files still land under root (unchanged).",
      "file_type": "rationale",
      "source_file": "tests/test_semantic_cache_out_root.py",
      "source_location": "L196",
      "_origin": "ast",
      "id": "tests_test_semantic_cache_out_root_rationale_196",
      "community": 145,
      "norm_label": "when cache_root is omitted, cache files still land under root (unchanged)."
    },
    {
      "label": "extract_corpus_parallel must accept a cache_root kwarg without raising     (imp",
      "file_type": "rationale",
      "source_file": "tests/test_semantic_cache_out_root.py",
      "source_location": "L212",
      "_origin": "ast",
      "id": "tests_test_semantic_cache_out_root_rationale_212",
      "community": 145,
      "norm_label": "extract_corpus_parallel must accept a cache_root kwarg without raising     (imp"
    },
    {
      "label": "test_semantic_cleanup.py",
      "file_type": "code",
      "source_file": "tests/test_semantic_cleanup.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_test_semantic_cleanup",
      "community": 115,
      "norm_label": "test_semantic_cleanup.py"
    },
    {
      "label": "_valid_fragment()",
      "file_type": "code",
      "source_file": "tests/test_semantic_cleanup.py",
      "source_location": "L8",
      "_origin": "ast",
      "id": "tests_test_semantic_cleanup_valid_fragment",
      "community": 115,
      "norm_label": "_valid_fragment()"
    },
    {
      "label": "test_validate_semantic_fragment_accepts_valid()",
      "file_type": "code",
      "source_file": "tests/test_semantic_cleanup.py",
      "source_location": "L16",
      "_origin": "ast",
      "id": "tests_test_semantic_cleanup_test_validate_semantic_fragment_accepts_valid",
      "community": 115,
      "norm_label": "test_validate_semantic_fragment_accepts_valid()"
    },
    {
      "label": "test_validate_semantic_fragment_rejects_non_object()",
      "file_type": "code",
      "source_file": "tests/test_semantic_cleanup.py",
      "source_location": "L20",
      "_origin": "ast",
      "id": "tests_test_semantic_cleanup_test_validate_semantic_fragment_rejects_non_object",
      "community": 115,
      "norm_label": "test_validate_semantic_fragment_rejects_non_object()"
    },
    {
      "label": "test_validate_semantic_fragment_rejects_oversize_payload()",
      "file_type": "code",
      "source_file": "tests/test_semantic_cleanup.py",
      "source_location": "L25",
      "_origin": "ast",
      "id": "tests_test_semantic_cleanup_test_validate_semantic_fragment_rejects_oversize_payload",
      "community": 115,
      "norm_label": "test_validate_semantic_fragment_rejects_oversize_payload()"
    },
    {
      "label": "test_validate_semantic_fragment_rejects_too_many_nodes()",
      "file_type": "code",
      "source_file": "tests/test_semantic_cleanup.py",
      "source_location": "L33",
      "_origin": "ast",
      "id": "tests_test_semantic_cleanup_test_validate_semantic_fragment_rejects_too_many_nodes",
      "community": 115,
      "norm_label": "test_validate_semantic_fragment_rejects_too_many_nodes()"
    },
    {
      "label": "test_validate_semantic_fragment_rejects_too_many_edges()",
      "file_type": "code",
      "source_file": "tests/test_semantic_cleanup.py",
      "source_location": "L41",
      "_origin": "ast",
      "id": "tests_test_semantic_cleanup_test_validate_semantic_fragment_rejects_too_many_edges",
      "community": 115,
      "norm_label": "test_validate_semantic_fragment_rejects_too_many_edges()"
    },
    {
      "label": "test_validate_semantic_fragment_rejects_path_separator_in_id()",
      "file_type": "code",
      "source_file": "tests/test_semantic_cleanup.py",
      "source_location": "L47",
      "_origin": "ast",
      "id": "tests_test_semantic_cleanup_test_validate_semantic_fragment_rejects_path_separator_in_id",
      "community": 115,
      "norm_label": "test_validate_semantic_fragment_rejects_path_separator_in_id()"
    },
    {
      "label": "test_validate_semantic_fragment_accepts_unknown_file_type()",
      "file_type": "code",
      "source_file": "tests/test_semantic_cleanup.py",
      "source_location": "L54",
      "_origin": "ast",
      "id": "tests_test_semantic_cleanup_test_validate_semantic_fragment_accepts_unknown_file_type",
      "community": 115,
      "norm_label": "test_validate_semantic_fragment_accepts_unknown_file_type()"
    },
    {
      "label": "test_validate_semantic_fragment_accepts_rationale_file_type()",
      "file_type": "code",
      "source_file": "tests/test_semantic_cleanup.py",
      "source_location": "L65",
      "_origin": "ast",
      "id": "tests_test_semantic_cleanup_test_validate_semantic_fragment_accepts_rationale_file_type",
      "community": 115,
      "norm_label": "test_validate_semantic_fragment_accepts_rationale_file_type()"
    },
    {
      "label": "test_validate_semantic_fragment_accepts_concept_file_type()",
      "file_type": "code",
      "source_file": "tests/test_semantic_cleanup.py",
      "source_location": "L76",
      "_origin": "ast",
      "id": "tests_test_semantic_cleanup_test_validate_semantic_fragment_accepts_concept_file_type",
      "community": 115,
      "norm_label": "test_validate_semantic_fragment_accepts_concept_file_type()"
    },
    {
      "label": "test_load_validated_semantic_fragment_accepts_valid()",
      "file_type": "code",
      "source_file": "tests/test_semantic_cleanup.py",
      "source_location": "L86",
      "_origin": "ast",
      "id": "tests_test_semantic_cleanup_test_load_validated_semantic_fragment_accepts_valid",
      "community": 263,
      "norm_label": "test_load_validated_semantic_fragment_accepts_valid()"
    },
    {
      "label": "test_load_validated_semantic_fragment_rejects_oversize_before_parse()",
      "file_type": "code",
      "source_file": "tests/test_semantic_cleanup.py",
      "source_location": "L94",
      "_origin": "ast",
      "id": "tests_test_semantic_cleanup_test_load_validated_semantic_fragment_rejects_oversize_before_parse",
      "community": 263,
      "norm_label": "test_load_validated_semantic_fragment_rejects_oversize_before_parse()"
    },
    {
      "label": "test_load_validated_semantic_fragment_rejects_invalid_json()",
      "file_type": "code",
      "source_file": "tests/test_semantic_cleanup.py",
      "source_location": "L105",
      "_origin": "ast",
      "id": "tests_test_semantic_cleanup_test_load_validated_semantic_fragment_rejects_invalid_json",
      "community": 263,
      "norm_label": "test_load_validated_semantic_fragment_rejects_invalid_json()"
    },
    {
      "label": "test_validate_hyperedge_rejects_bad_id()",
      "file_type": "code",
      "source_file": "tests/test_semantic_cleanup.py",
      "source_location": "L119",
      "_origin": "ast",
      "id": "tests_test_semantic_cleanup_test_validate_hyperedge_rejects_bad_id",
      "community": 115,
      "norm_label": "test_validate_hyperedge_rejects_bad_id()"
    },
    {
      "label": "test_validate_hyperedge_rejects_bad_node_ref()",
      "file_type": "code",
      "source_file": "tests/test_semantic_cleanup.py",
      "source_location": "L128",
      "_origin": "ast",
      "id": "tests_test_semantic_cleanup_test_validate_hyperedge_rejects_bad_node_ref",
      "community": 115,
      "norm_label": "test_validate_hyperedge_rejects_bad_node_ref()"
    },
    {
      "label": "test_validate_hyperedge_requires_list()",
      "file_type": "code",
      "source_file": "tests/test_semantic_cleanup.py",
      "source_location": "L137",
      "_origin": "ast",
      "id": "tests_test_semantic_cleanup_test_validate_hyperedge_requires_list",
      "community": 115,
      "norm_label": "test_validate_hyperedge_requires_list()"
    },
    {
      "label": "test_validate_hyperedge_caps_count()",
      "file_type": "code",
      "source_file": "tests/test_semantic_cleanup.py",
      "source_location": "L144",
      "_origin": "ast",
      "id": "tests_test_semantic_cleanup_test_validate_hyperedge_caps_count",
      "community": 115,
      "norm_label": "test_validate_hyperedge_caps_count()"
    },
    {
      "label": "test_sanitize_drops_rationale_filetype_node()",
      "file_type": "code",
      "source_file": "tests/test_semantic_cleanup.py",
      "source_location": "L159",
      "_origin": "ast",
      "id": "tests_test_semantic_cleanup_test_sanitize_drops_rationale_filetype_node",
      "community": 139,
      "norm_label": "test_sanitize_drops_rationale_filetype_node()"
    },
    {
      "label": "test_sanitize_converts_sentence_rationale_node_to_attribute()",
      "file_type": "code",
      "source_file": "tests/test_semantic_cleanup.py",
      "source_location": "L175",
      "_origin": "ast",
      "id": "tests_test_semantic_cleanup_test_sanitize_converts_sentence_rationale_node_to_attribute",
      "community": 139,
      "norm_label": "test_sanitize_converts_sentence_rationale_node_to_attribute()"
    },
    {
      "label": "test_sanitize_converts_allowed_filetype_sentence_via_rationale_for_edge()",
      "file_type": "code",
      "source_file": "tests/test_semantic_cleanup.py",
      "source_location": "L196",
      "_origin": "ast",
      "id": "tests_test_semantic_cleanup_test_sanitize_converts_allowed_filetype_sentence_via_rationale_for_edge",
      "community": 139,
      "norm_label": "test_sanitize_converts_allowed_filetype_sentence_via_rationale_for_edge()"
    },
    {
      "label": "test_sanitize_keeps_short_concept_named_node_with_punctuation()",
      "file_type": "code",
      "source_file": "tests/test_semantic_cleanup.py",
      "source_location": "L221",
      "_origin": "ast",
      "id": "tests_test_semantic_cleanup_test_sanitize_keeps_short_concept_named_node_with_punctuation",
      "community": 139,
      "norm_label": "test_sanitize_keeps_short_concept_named_node_with_punctuation()"
    },
    {
      "label": "test_sanitize_filters_hyperedges_after_node_removal()",
      "file_type": "code",
      "source_file": "tests/test_semantic_cleanup.py",
      "source_location": "L237",
      "_origin": "ast",
      "id": "tests_test_semantic_cleanup_test_sanitize_filters_hyperedges_after_node_removal",
      "community": 139,
      "norm_label": "test_sanitize_filters_hyperedges_after_node_removal()"
    },
    {
      "label": "test_sanitize_drops_hyperedge_with_only_unknown_refs()",
      "file_type": "code",
      "source_file": "tests/test_semantic_cleanup.py",
      "source_location": "L272",
      "_origin": "ast",
      "id": "tests_test_semantic_cleanup_test_sanitize_drops_hyperedge_with_only_unknown_refs",
      "community": 139,
      "norm_label": "test_sanitize_drops_hyperedge_with_only_unknown_refs()"
    },
    {
      "label": "test_sanitize_boundary_sentence_threshold()",
      "file_type": "code",
      "source_file": "tests/test_semantic_cleanup.py",
      "source_location": "L283",
      "_origin": "ast",
      "id": "tests_test_semantic_cleanup_test_sanitize_boundary_sentence_threshold",
      "community": 139,
      "norm_label": "test_sanitize_boundary_sentence_threshold()"
    },
    {
      "label": "test_sanitize_rationale_only_propagates_through_rationale_for_edges()",
      "file_type": "code",
      "source_file": "tests/test_semantic_cleanup.py",
      "source_location": "L318",
      "_origin": "ast",
      "id": "tests_test_semantic_cleanup_test_sanitize_rationale_only_propagates_through_rationale_for_edges",
      "community": 139,
      "norm_label": "test_sanitize_rationale_only_propagates_through_rationale_for_edges()"
    },
    {
      "label": "test_sanitize_keeps_members_keyed_hyperedge()",
      "file_type": "code",
      "source_file": "tests/test_semantic_cleanup.py",
      "source_location": "L351",
      "_origin": "ast",
      "id": "tests_test_semantic_cleanup_test_sanitize_keeps_members_keyed_hyperedge",
      "community": 139,
      "norm_label": "test_sanitize_keeps_members_keyed_hyperedge()"
    },
    {
      "label": "test_validate_accepts_node_ids_keyed_hyperedge()",
      "file_type": "code",
      "source_file": "tests/test_semantic_cleanup.py",
      "source_location": "L372",
      "_origin": "ast",
      "id": "tests_test_semantic_cleanup_test_validate_accepts_node_ids_keyed_hyperedge",
      "community": 115,
      "norm_label": "test_validate_accepts_node_ids_keyed_hyperedge()"
    },
    {
      "label": "Tests for graphify.semantic_cleanup.validate_semantic_fragment (#825).",
      "file_type": "rationale",
      "source_file": "tests/test_semantic_cleanup.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_test_semantic_cleanup_rationale_1",
      "community": 115,
      "norm_label": "tests for graphify.semantic_cleanup.validate_semantic_fragment (#825)."
    },
    {
      "label": "An unknown/synonym file_type is NOT a validation failure: build_from_json     c",
      "file_type": "rationale",
      "source_file": "tests/test_semantic_cleanup.py",
      "source_location": "L55",
      "_origin": "ast",
      "id": "tests_test_semantic_cleanup_rationale_55",
      "community": 115,
      "norm_label": "an unknown/synonym file_type is not a validation failure: build_from_json     c"
    },
    {
      "label": "LLM output with file_type='rationale' must pass validation so the cleanup     p",
      "file_type": "rationale",
      "source_file": "tests/test_semantic_cleanup.py",
      "source_location": "L66",
      "_origin": "ast",
      "id": "tests_test_semantic_cleanup_rationale_66",
      "community": 115,
      "norm_label": "llm output with file_type='rationale' must pass validation so the cleanup     p"
    },
    {
      "label": "LLM output with file_type='concept' must pass validation for the same reason.",
      "file_type": "rationale",
      "source_file": "tests/test_semantic_cleanup.py",
      "source_location": "L77",
      "_origin": "ast",
      "id": "tests_test_semantic_cleanup_rationale_77",
      "community": 115,
      "norm_label": "llm output with file_type='concept' must pass validation for the same reason."
    },
    {
      "label": "Oversize files are rejected by stat() \u2014 payload is never parsed.",
      "file_type": "rationale",
      "source_file": "tests/test_semantic_cleanup.py",
      "source_location": "L95",
      "_origin": "ast",
      "id": "tests_test_semantic_cleanup_rationale_95",
      "community": 263,
      "norm_label": "oversize files are rejected by stat() \u2014 payload is never parsed."
    },
    {
      "label": "Invalid JSON returns an error instead of raising.",
      "file_type": "rationale",
      "source_file": "tests/test_semantic_cleanup.py",
      "source_location": "L106",
      "_origin": "ast",
      "id": "tests_test_semantic_cleanup_rationale_106",
      "community": 263,
      "norm_label": "invalid json returns an error instead of raising."
    },
    {
      "label": "A node with file_type='rationale' is removed wholesale.",
      "file_type": "rationale",
      "source_file": "tests/test_semantic_cleanup.py",
      "source_location": "L160",
      "_origin": "ast",
      "id": "tests_test_semantic_cleanup_rationale_160",
      "community": 139,
      "norm_label": "a node with file_type='rationale' is removed wholesale."
    },
    {
      "label": "Sentence-like rationale node connected via `rationale_for` \u2192 attribute on target",
      "file_type": "rationale",
      "source_file": "tests/test_semantic_cleanup.py",
      "source_location": "L176",
      "_origin": "ast",
      "id": "tests_test_semantic_cleanup_rationale_176",
      "community": 139,
      "norm_label": "sentence-like rationale node connected via `rationale_for` \u2192 attribute on target"
    },
    {
      "label": "F3: a node with file_type='document' (allowed) that is BOTH sentence-like     A",
      "file_type": "rationale",
      "source_file": "tests/test_semantic_cleanup.py",
      "source_location": "L197",
      "_origin": "ast",
      "id": "tests_test_semantic_cleanup_rationale_197",
      "community": 139,
      "norm_label": "f3: a node with file_type='document' (allowed) that is both sentence-like     a"
    },
    {
      "label": "A short named node with a period (e.g. abbreviation) is NOT sentence-like.",
      "file_type": "rationale",
      "source_file": "tests/test_semantic_cleanup.py",
      "source_location": "L222",
      "_origin": "ast",
      "id": "tests_test_semantic_cleanup_rationale_222",
      "community": 139,
      "norm_label": "a short named node with a period (e.g. abbreviation) is not sentence-like."
    },
    {
      "label": "F4: hyperedges referencing removed nodes are repaired or dropped.",
      "file_type": "rationale",
      "source_file": "tests/test_semantic_cleanup.py",
      "source_location": "L238",
      "_origin": "ast",
      "id": "tests_test_semantic_cleanup_rationale_238",
      "community": 139,
      "norm_label": "f4: hyperedges referencing removed nodes are repaired or dropped."
    },
    {
      "label": "A hyperedge referencing only nodes not present in the fragment is dropped.",
      "file_type": "rationale",
      "source_file": "tests/test_semantic_cleanup.py",
      "source_location": "L273",
      "_origin": "ast",
      "id": "tests_test_semantic_cleanup_rationale_273",
      "community": 139,
      "norm_label": "a hyperedge referencing only nodes not present in the fragment is dropped."
    },
    {
      "label": "Boundary: a label with exactly 8 words + colon is sentence-like;     a 7-word l",
      "file_type": "rationale",
      "source_file": "tests/test_semantic_cleanup.py",
      "source_location": "L284",
      "_origin": "ast",
      "id": "tests_test_semantic_cleanup_rationale_284",
      "community": 139,
      "norm_label": "boundary: a label with exactly 8 words + colon is sentence-like;     a 7-word l"
    },
    {
      "label": "A rationale node connected to ONE target via `rationale_for` and to ANOTHER",
      "file_type": "rationale",
      "source_file": "tests/test_semantic_cleanup.py",
      "source_location": "L319",
      "_origin": "ast",
      "id": "tests_test_semantic_cleanup_rationale_319",
      "community": 139,
      "norm_label": "a rationale node connected to one target via `rationale_for` and to another"
    },
    {
      "label": "#1561: a `members`-keyed hyperedge with >=2 surviving members must be     KEPT",
      "file_type": "rationale",
      "source_file": "tests/test_semantic_cleanup.py",
      "source_location": "L352",
      "_origin": "ast",
      "id": "tests_test_semantic_cleanup_rationale_352",
      "community": 139,
      "norm_label": "#1561: a `members`-keyed hyperedge with >=2 surviving members must be     kept"
    },
    {
      "label": "#1561: an alias-keyed hyperedge must not be rejected for a missing     `nodes`",
      "file_type": "rationale",
      "source_file": "tests/test_semantic_cleanup.py",
      "source_location": "L373",
      "_origin": "ast",
      "id": "tests_test_semantic_cleanup_rationale_373",
      "community": 115,
      "norm_label": "#1561: an alias-keyed hyperedge must not be rejected for a missing     `nodes`"
    },
    {
      "label": "test_semantic_fragment_sanitize.py",
      "file_type": "code",
      "source_file": "tests/test_semantic_fragment_sanitize.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_test_semantic_fragment_sanitize",
      "community": 77,
      "norm_label": "test_semantic_fragment_sanitize.py"
    },
    {
      "label": "test_sanitize_drops_non_dict_edge_entries()",
      "file_type": "code",
      "source_file": "tests/test_semantic_fragment_sanitize.py",
      "source_location": "L18",
      "_origin": "ast",
      "id": "tests_test_semantic_fragment_sanitize_test_sanitize_drops_non_dict_edge_entries",
      "community": 77,
      "norm_label": "test_sanitize_drops_non_dict_edge_entries()"
    },
    {
      "label": "test_sanitize_coerces_non_list_values_to_empty()",
      "file_type": "code",
      "source_file": "tests/test_semantic_fragment_sanitize.py",
      "source_location": "L30",
      "_origin": "ast",
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    },
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      "label": "error' matches 20 nodes, 'foobarservice' matches 1 \u2014 IDF should make     FooBar",
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      "norm_label": "`get`/`get`/`get` are the same generic label and must dedup together."
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      "norm_label": "the per-term guarantee loop must honor the same per-label cap, so it can't"
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      "_origin": "ast",
      "id": "tests_test_serve_rationale_888",
      "community": 67,
      "norm_label": "guard against a per-label multiplicity penalty leaking into _score_nodes     (s"
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    {
      "label": "Truncation message must tell Claude what to do, not just say truncated.",
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      "community": 66,
      "norm_label": "truncation message must tell claude what to do, not just say truncated."
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      "label": "FooBarService error handling' should expand from FooBarService,     not from er",
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      "norm_label": "foobarservice error handling' should expand from foobarservice,     not from er"
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      "label": "Chinese text should use the cached jieba module and keep the original term.",
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      "norm_label": "chinese text should use the cached jieba module and keep the original term."
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      "norm_label": "mixed chinese and english text should be handled correctly."
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      "label": "Japanese kana and Hangul are kept as terms but not segmented as Chinese.",
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      "norm_label": "japanese kana and hangul are kept as terms but not segmented as chinese."
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      "norm_label": "when jieba is not installed, fallback to character bigrams."
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      "label": "Searching for '\u8def\u7531' should match a node with label containing '\u8def\u7531'.",
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      "source_file": "tests/test_serve.py",
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      "norm_label": "searching for '\u8def\u7531' should match a node with label containing '\u8def\u7531'."
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      "label": "Full pipeline: '\u9875\u9762\u8def\u7531' should find nodes with '\u8def\u7531' in label.",
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      "source_file": "tests/test_serve.py",
      "source_location": "L1016",
      "_origin": "ast",
      "id": "tests_test_serve_rationale_1016",
      "community": 88,
      "norm_label": "full pipeline: '\u9875\u9762\u8def\u7531' should find nodes with '\u8def\u7531' in label."
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      "source_location": "L1054",
      "_origin": "ast",
      "id": "tests_test_serve_rationale_1054",
      "community": 67,
      "norm_label": "test-only oracle for the legacy per-term `_pick_seeds(terms=...)` loop.      r"
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      "label": "Reproducible broad-match DiGraph: short constructed labels + edge noise.",
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      "community": 67,
      "norm_label": "reproducible broad-match digraph: short constructed labels + edge noise."
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      "label": "`_score_query(..., collect_per_term_seeds=False).ranked` is the byte-for-     b",
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      "_origin": "ast",
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      "community": 67,
      "norm_label": "`_score_query(..., collect_per_term_seeds=false).ranked` is the byte-for-     b"
    },
    {
      "label": "Per-token winner the single-pass scorer records matches the legacy     `_score_",
      "file_type": "rationale",
      "source_file": "tests/test_serve.py",
      "source_location": "L1128",
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      "norm_label": "per-token winner the single-pass scorer records matches the legacy     `_score_"
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      "label": "The seeds produced by `_pick_seeds(qs.ranked, G=G, best_seed_by_term=     qs.be",
      "file_type": "rationale",
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      "norm_label": "the seeds produced by `_pick_seeds(qs.ranked, g=g, best_seed_by_term=     qs.be"
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      "label": "Across many deterministic random graphs and many random multi-term     queries,",
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      "community": 67,
      "norm_label": "across many deterministic random graphs and many random multi-term     queries,"
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      "label": "When the trigram prefilter falls back to a full-graph scan, the     single-pass",
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      "source_file": "tests/test_serve.py",
      "source_location": "L1207",
      "_origin": "ast",
      "id": "tests_test_serve_rationale_1207",
      "community": 67,
      "norm_label": "when the trigram prefilter falls back to a full-graph scan, the     single-pass"
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    {
      "label": "`_query_graph_text` must invoke `_score_query` exactly once per query,     rega",
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      "source_file": "tests/test_serve.py",
      "source_location": "L1225",
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      "norm_label": "`_query_graph_text` must invoke `_score_query` exactly once per query,     rega"
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      "label": "`collect_per_term_seeds=False` returns empty `best_seed_by_term` and     does n",
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      "_origin": "ast",
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      "community": 67,
      "norm_label": "`collect_per_term_seeds=false` returns empty `best_seed_by_term` and     does n"
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      "label": "A high-degree hub plus a low-degree answer node, to force the answer past     a",
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      "norm_label": "a high-degree hub plus a low-degree answer node, to force the answer past     a"
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      "norm_label": "bug2 regression guard: the query path must pass seeds to the renderer (a     br"
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      "label": "Equal-degree nodes render in a stable order regardless of set iteration.",
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      "community": 88,
      "norm_label": "equal-degree nodes render in a stable order regardless of set iteration."
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    {
      "label": "#2080 review: a stray/dangling _src/_tgt on an edge (hand-edited or     adversa",
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      "norm_label": "#2080 review: a stray/dangling _src/_tgt on an edge (hand-edited or     adversa"
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      "label": "#2080: a valid _src/_tgt (the stored direction) is honored even when the     tr",
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      "community": 88,
      "norm_label": "#2080: a valid _src/_tgt (the stored direction) is honored even when the     tr"
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      "label": "test_serve_http.py",
      "file_type": "code",
      "source_file": "tests/test_serve_http.py",
      "source_location": "L1",
      "_origin": "ast",
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      "norm_label": "test_serve_http.py"
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      "label": "_graph_file()",
      "file_type": "code",
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      "label": "_client()",
      "file_type": "code",
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      "norm_label": "_client()"
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    {
      "label": "TestClient",
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      "norm_label": "testclient"
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      "label": "test_unknown_path_is_404()",
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      "label": "test_api_key_missing_is_401()",
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      "label": "test_api_key_bearer_ok()",
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      "norm_label": "test_api_key_bearer_ok()"
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      "label": "test_api_key_x_api_key_header_ok()",
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      "label": "test_blank_api_key_means_no_auth()",
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      "label": "test_api_key_bearer_scheme_case_insensitive()",
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      "norm_label": "test_api_key_bearer_scheme_case_insensitive()"
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      "label": "test_custom_mount_path()",
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      "norm_label": "test_custom_mount_path()"
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      "label": "test_tools_list_over_http()",
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      "label": "_project_with_graph()",
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      "label": "_init_session()",
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      "label": "_call_tool()",
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      "norm_label": "_call_tool()"
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      "label": "test_bad_project_path_errors_without_killing_server()",
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      "norm_label": "test_stateless_mode_initialize()"
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      "label": "A full initialize -> tools/list round trip works over the HTTP transport.",
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      "label": "kilo gets the Kilo-specific rules tail before Honesty Rules.",
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      "label": "The four #1392 data-loss/correctness fixes are present in both monoliths.",
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      "label": "#1417: every save_manifest call in a shipped runbook threads root=.      Witho",
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      "label": "A full render carries the always-on files; a --platform render does not.",
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      "norm_label": "`agents` is a post-v8 platform, so its audit baseline is amp's v8 body."
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    },
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    },
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      "label": "test_ambiguous_package_alias_is_not_repointed()",
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      "norm_label": "test_ambiguous_package_alias_is_not_repointed()"
    },
    {
      "label": "test_non_python_import_edge_is_not_repointed()",
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      "norm_label": "test_non_python_import_edge_is_not_repointed()"
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    {
      "label": "#2072: Python import resolution must not depend on the scan root.  A src-layou",
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    {
      "label": "(relation, source, target) for import edges, present-endpoints only.",
      "file_type": "rationale",
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      "community": 168,
      "norm_label": "(relation, source, target) for import edges, present-endpoints only."
    },
    {
      "label": "Headline (#2072): the same project yields the same import edges whether     sca",
      "file_type": "rationale",
      "source_file": "tests/test_src_layout_import_resolution.py",
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      "community": 168,
      "norm_label": "headline (#2072): the same project yields the same import edges whether     sca"
    },
    {
      "label": "A dotted-module id claimed by two different files (two src roots with the     s",
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      "norm_label": "a dotted-module id claimed by two different files (two src roots with the     s"
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    {
      "label": "#2072 review: the alias map is Python-only, but a non-Python import edge     wh",
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      "label": "_label()",
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      "norm_label": "_label()"
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    {
      "label": "_edge_labels()",
      "file_type": "code",
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      "id": "tests_test_swift_cross_file_calls_edge_labels",
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      "norm_label": "_edge_labels()"
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    {
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      "id": "tests_test_swift_cross_file_calls_issue_fixture",
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      "norm_label": "_issue_fixture()"
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    {
      "label": "test_swift_cross_file_member_calls_resolve()",
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      "_origin": "ast",
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      "norm_label": "test_swift_cross_file_member_calls_resolve()"
    },
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      "norm_label": "test_swift_cross_file_member_calls_have_correct_confidence_and_resolve()"
    },
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      "_origin": "ast",
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      "norm_label": "test_swift_ambiguous_type_does_not_over_connect()"
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      "norm_label": "test_swift_unknown_receiver_emits_no_edge()"
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    {
      "label": "test_deferred_singleton_local_var_resolves()",
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      "_origin": "ast",
      "id": "tests_test_swift_cross_file_calls_test_deferred_singleton_local_var_resolves",
      "community": 199,
      "norm_label": "test_deferred_singleton_local_var_resolves()"
    },
    {
      "label": "Return {(source_label, relation, target_label)} for the given relations.",
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      "source_file": "tests/test_swift_cross_file_calls.py",
      "source_location": "L23",
      "_origin": "ast",
      "id": "tests_test_swift_cross_file_calls_rationale_23",
      "community": 199,
      "norm_label": "return {(source_label, relation, target_label)} for the given relations."
    },
    {
      "label": "The three cross-file patterns from #1356, plus a constructor-in-initializer.",
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      "source_file": "tests/test_swift_cross_file_calls.py",
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      "_origin": "ast",
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      "norm_label": "the three cross-file patterns from #1356, plus a constructor-in-initializer."
    },
    {
      "label": "#1604: `let x = Type.shared` cached into a local var, then `x.method()` on a",
      "file_type": "rationale",
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      "norm_label": "tests for the terraform/hcl extractor (graphify/extract.py, issue #187)."
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      "file_type": "code",
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      "label": "test_transcribe_force_reruns()",
      "file_type": "code",
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      "norm_label": "test_transcribe_force_reruns()"
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      "_origin": "ast",
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      "file_type": "code",
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      "norm_label": "test_transcribe_all_empty()"
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      "label": "test_transcribe_all_uses_cache()",
      "file_type": "code",
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      "_origin": "ast",
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      "norm_label": "test_transcribe_all_uses_cache()"
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      "label": "test_transcribe_all_skips_failed()",
      "file_type": "code",
      "source_file": "tests/test_transcribe.py",
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      "label": "Tests for graphify.transcribe \u2014 video/audio transcription support.",
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      "norm_label": "tests for graphify.transcribe \u2014 video/audio transcription support."
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      "label": "GRAPHIFY_WHISPER_PROMPT env var short-circuits LLM call.",
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      "norm_label": "when the caller supplies an absolute path, ``.graphify_root`` stores     that a"
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      "label": "Detached hooks can inherit a CWD that no longer exists.      Without GRAPHIFY_",
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      "norm_label": "#1007: graphify update (_rebuild_code with no changed_paths) must remove     no"
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    },
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      "norm_label": "#1865: ast-only updates must not evict semantic edges whose source_file     is"
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      "norm_label": "deleting the final code file must reconcile the existing graph."
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      "community": 10,
      "norm_label": "#1116: graphify update (_rebuild_code with no changed_paths) must prune a     s"
    },
    {
      "label": "#1118 backward-compat: a graph.json built before #1116 has no `_origin`     mar",
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      "source_location": "L746",
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      "community": 10,
      "norm_label": "#1118 backward-compat: a graph.json built before #1116 has no `_origin`     mar"
    },
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      "community": 10,
      "norm_label": "gh-858: a non-blocking caller that fails to acquire the lock must not     trunc"
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      "norm_label": "gh-928: the watch handler must short-circuit paths matching     .graphifyignore"
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      "community": 121,
      "norm_label": "build a minimal graph-data dict with *n* placeholder nodes."
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    {
      "label": "Default case: smaller new graph + no force + no declared deletions = refuse.",
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      "community": 121,
      "norm_label": "default case: smaller new graph + no force + no declared deletions = refuse."
    },
    {
      "label": "force=True bypasses the guard regardless of node delta.",
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      "community": 121,
      "norm_label": "force=true bypasses the guard regardless of node delta."
    },
    {
      "label": "Caller declared deletions \u2192 shrink is expected \u2192 guard skipped silently.",
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      "community": 121,
      "norm_label": "caller declared deletions \u2192 shrink is expected \u2192 guard skipped silently."
    },
    {
      "label": "First-run case: no existing graph \u2192 guard inert.",
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      "id": "tests_test_watch_rationale_1012",
      "community": 121,
      "norm_label": "first-run case: no existing graph \u2192 guard inert."
    },
    {
      "label": "#1116: a symbol removed from a re-extracted file is a legitimate shrink \u2014     e",
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      "source_file": "tests/test_watch.py",
      "source_location": "L1022",
      "_origin": "ast",
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      "community": 121,
      "norm_label": "#1116: a symbol removed from a re-extracted file is a legitimate shrink \u2014     e"
    },
    {
      "label": "The guard's real job is intact: a node lost from a file we did NOT re-extract",
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      "source_file": "tests/test_watch.py",
      "source_location": "L1039",
      "_origin": "ast",
      "id": "tests_test_watch_rationale_1039",
      "community": 121,
      "norm_label": "the guard's real job is intact: a node lost from a file we did not re-extract"
    },
    {
      "label": "new > existing is always fine.",
      "file_type": "rationale",
      "source_file": "tests/test_watch.py",
      "source_location": "L1052",
      "_origin": "ast",
      "id": "tests_test_watch_rationale_1052",
      "community": 121,
      "norm_label": "new > existing is always fine."
    },
    {
      "label": "When refusing, the temp graph file gets cleaned up so it can't leak across runs.",
      "file_type": "rationale",
      "source_file": "tests/test_watch.py",
      "source_location": "L1062",
      "_origin": "ast",
      "id": "tests_test_watch_rationale_1062",
      "community": 121,
      "norm_label": "when refusing, the temp graph file gets cleaned up so it can't leak across runs."
    },
    {
      "label": "Mirror of the above: if the caller declared deletions, the tmp file is NOT unlin",
      "file_type": "rationale",
      "source_file": "tests/test_watch.py",
      "source_location": "L1076",
      "_origin": "ast",
      "id": "tests_test_watch_rationale_1076",
      "community": 121,
      "norm_label": "mirror of the above: if the caller declared deletions, the tmp file is not unlin"
    },
    {
      "label": "End-to-end probe of the post-commit-delete bug fix.      Build a tiny graph, d",
      "file_type": "rationale",
      "source_file": "tests/test_watch.py",
      "source_location": "L1097",
      "_origin": "ast",
      "id": "tests_test_watch_rationale_1097",
      "community": 10,
      "norm_label": "end-to-end probe of the post-commit-delete bug fix.      build a tiny graph, d"
    },
    {
      "label": "#1348: git-hook paths are repo-root-relative even when the graph root is a subdi",
      "file_type": "rationale",
      "source_file": "tests/test_watch.py",
      "source_location": "L1156",
      "_origin": "ast",
      "id": "tests_test_watch_rationale_1156",
      "community": 10,
      "norm_label": "#1348: git-hook paths are repo-root-relative even when the graph root is a subdi"
    },
    {
      "label": "A full rebuild of a subdirectory must not prune graph data outside it.",
      "file_type": "rationale",
      "source_file": "tests/test_watch.py",
      "source_location": "L1195",
      "_origin": "ast",
      "id": "tests_test_watch_rationale_1195",
      "community": 10,
      "norm_label": "a full rebuild of a subdirectory must not prune graph data outside it."
    },
    {
      "label": "Persisted source paths keep their meaning when invocation style changes.",
      "file_type": "rationale",
      "source_file": "tests/test_watch.py",
      "source_location": "L1258",
      "_origin": "ast",
      "id": "tests_test_watch_rationale_1258",
      "community": 10,
      "norm_label": "persisted source paths keep their meaning when invocation style changes."
    },
    {
      "label": "Pre-rebase subdirectory graphs stored source_file relative to watch_root.",
      "file_type": "rationale",
      "source_file": "tests/test_watch.py",
      "source_location": "L1297",
      "_origin": "ast",
      "id": "tests_test_watch_rationale_1297",
      "community": 10,
      "norm_label": "pre-rebase subdirectory graphs stored source_file relative to watch_root."
    },
    {
      "label": "A rejected candidate keeps the marker paired with the existing graph.",
      "file_type": "rationale",
      "source_file": "tests/test_watch.py",
      "source_location": "L1334",
      "_origin": "ast",
      "id": "tests_test_watch_rationale_1334",
      "community": 10,
      "norm_label": "a rejected candidate keeps the marker paired with the existing graph."
    },
    {
      "label": "Changed files under followed symlinks retain their watched lexical path.",
      "file_type": "rationale",
      "source_file": "tests/test_watch.py",
      "source_location": "L1361",
      "_origin": "ast",
      "id": "tests_test_watch_rationale_1361",
      "community": 10,
      "norm_label": "changed files under followed symlinks retain their watched lexical path."
    },
    {
      "label": "_queue_pending writes one path per line; _drain_pending reads + unlinks     and",
      "file_type": "rationale",
      "source_file": "tests/test_watch.py",
      "source_location": "L1412",
      "_origin": "ast",
      "id": "tests_test_watch_rationale_1412",
      "community": 22,
      "norm_label": "_queue_pending writes one path per line; _drain_pending reads + unlinks     and"
    },
    {
      "label": "Repeated appends across concurrent contenders must dedupe; partial     writes l",
      "file_type": "rationale",
      "source_file": "tests/test_watch.py",
      "source_location": "L1435",
      "_origin": "ast",
      "id": "tests_test_watch_rationale_1435",
      "community": 22,
      "norm_label": "repeated appends across concurrent contenders must dedupe; partial     writes l"
    },
    {
      "label": "Empty change set must not create an empty .pending_changes file.",
      "file_type": "rationale",
      "source_file": "tests/test_watch.py",
      "source_location": "L1451",
      "_origin": "ast",
      "id": "tests_test_watch_rationale_1451",
      "community": 10,
      "norm_label": "empty change set must not create an empty .pending_changes file."
    },
    {
      "label": "#1059: when the rebuild lock is held, an incremental hook must queue     its ch",
      "file_type": "rationale",
      "source_file": "tests/test_watch.py",
      "source_location": "L1461",
      "_origin": "ast",
      "id": "tests_test_watch_rationale_1461",
      "community": 10,
      "norm_label": "#1059: when the rebuild lock is held, an incremental hook must queue     its ch"
    },
    {
      "label": "#1059: the process that acquires the lock must drain .pending_changes     and p",
      "file_type": "rationale",
      "source_file": "tests/test_watch.py",
      "source_location": "L1496",
      "_origin": "ast",
      "id": "tests_test_watch_rationale_1496",
      "community": 10,
      "norm_label": "#1059: the process that acquires the lock must drain .pending_changes     and p"
    },
    {
      "label": "#1059: after the primary rebuild, the lock-holder must loop and drain     any p",
      "file_type": "rationale",
      "source_file": "tests/test_watch.py",
      "source_location": "L1536",
      "_origin": "ast",
      "id": "tests_test_watch_rationale_1536",
      "community": 10,
      "norm_label": "#1059: after the primary rebuild, the lock-holder must loop and drain     any p"
    },
    {
      "label": "#1059: changed_paths=None means a full-corpus rebuild \u2014 the queue     must not",
      "file_type": "rationale",
      "source_file": "tests/test_watch.py",
      "source_location": "L1573",
      "_origin": "ast",
      "id": "tests_test_watch_rationale_1573",
      "community": 22,
      "norm_label": "#1059: changed_paths=none means a full-corpus rebuild \u2014 the queue     must not"
    },
    {
      "label": "_merge_changed_paths preserves first-seen order and drops dupes.",
      "file_type": "rationale",
      "source_file": "tests/test_watch.py",
      "source_location": "L1606",
      "_origin": "ast",
      "id": "tests_test_watch_rationale_1606",
      "community": 10,
      "norm_label": "_merge_changed_paths preserves first-seen order and drops dupes."
    },
    {
      "label": "Fail-closed eviction: a file that leaves the scan corpus (newly ignored)     bu",
      "file_type": "rationale",
      "source_file": "tests/test_watch.py",
      "source_location": "L1619",
      "_origin": "ast",
      "id": "tests_test_watch_rationale_1619",
      "community": 10,
      "norm_label": "fail-closed eviction: a file that leaves the scan corpus (newly ignored)     bu"
    },
    {
      "label": "The fail-closed preserve must not weaken true-deletion eviction: once the     e",
      "file_type": "rationale",
      "source_file": "tests/test_watch.py",
      "source_location": "L1653",
      "_origin": "ast",
      "id": "tests_test_watch_rationale_1653",
      "community": 10,
      "norm_label": "the fail-closed preserve must not weaken true-deletion eviction: once the     e"
    },
    {
      "label": "Build a code-only graph, then add guide.md represented ONLY semantically.",
      "file_type": "rationale",
      "source_file": "tests/test_watch.py",
      "source_location": "L1682",
      "_origin": "ast",
      "id": "tests_test_watch_rationale_1682",
      "community": 295,
      "norm_label": "build a code-only graph, then add guide.md represented only semantically."
    },
    {
      "label": "Like ``_seed_semantic_doc_graph``, but guide.md's semantic layer is     ONLY co",
      "file_type": "rationale",
      "source_file": "tests/test_watch.py",
      "source_location": "L1729",
      "_origin": "ast",
      "id": "tests_test_watch_rationale_1729",
      "community": 254,
      "norm_label": "like ``_seed_semantic_doc_graph``, but guide.md's semantic layer is     only co"
    },
    {
      "label": "#1915: a full _rebuild_code must not AST-quick-scan a doc whose semantic     (L",
      "file_type": "rationale",
      "source_file": "tests/test_watch.py",
      "source_location": "L1768",
      "_origin": "ast",
      "id": "tests_test_watch_rationale_1768",
      "community": 295,
      "norm_label": "#1915: a full _rebuild_code must not ast-quick-scan a doc whose semantic     (l"
    },
    {
      "label": "#1954: a doc represented ONLY by concept/rationale nodes (no     file_type==\"do",
      "file_type": "rationale",
      "source_file": "tests/test_watch.py",
      "source_location": "L1794",
      "_origin": "ast",
      "id": "tests_test_watch_rationale_1794",
      "community": 254,
      "norm_label": "#1954: a doc represented only by concept/rationale nodes (no     file_type==\"do"
    },
    {
      "label": "#1915: an incremental rebuild whose change set includes a semantic-backed     d",
      "file_type": "rationale",
      "source_file": "tests/test_watch.py",
      "source_location": "L1824",
      "_origin": "ast",
      "id": "tests_test_watch_rationale_1824",
      "community": 295,
      "norm_label": "#1915: an incremental rebuild whose change set includes a semantic-backed     d"
    },
    {
      "label": "#1954: incremental analogue \u2014 a concept/rationale-only semantic doc     must no",
      "file_type": "rationale",
      "source_file": "tests/test_watch.py",
      "source_location": "L1865",
      "_origin": "ast",
      "id": "tests_test_watch_rationale_1865",
      "community": 254,
      "norm_label": "#1954: incremental analogue \u2014 a concept/rationale-only semantic doc     must no"
    },
    {
      "label": "#09b33b7 guard: a doc with NO semantic layer still gets the AST     quick-scan",
      "file_type": "rationale",
      "source_file": "tests/test_watch.py",
      "source_location": "L1899",
      "_origin": "ast",
      "id": "tests_test_watch_rationale_1899",
      "community": 10,
      "norm_label": "#09b33b7 guard: a doc with no semantic layer still gets the ast     quick-scan"
    },
    {
      "label": "#1915: a graph already bloated by the bug (semantic doc nodes PLUS stale     _o",
      "file_type": "rationale",
      "source_file": "tests/test_watch.py",
      "source_location": "L1922",
      "_origin": "ast",
      "id": "tests_test_watch_rationale_1922",
      "community": 10,
      "norm_label": "#1915: a graph already bloated by the bug (semantic doc nodes plus stale     _o"
    },
    {
      "label": "#2014: a doc represented ONLY by code-typed semantic nodes (symbols     surface",
      "file_type": "rationale",
      "source_file": "tests/test_watch.py",
      "source_location": "L2012",
      "_origin": "ast",
      "id": "tests_test_watch_rationale_2012",
      "community": 254,
      "norm_label": "#2014: a doc represented only by code-typed semantic nodes (symbols     surface"
    },
    {
      "label": "#2051: a full `graphify update` must evict semantic nodes whose non-AST     sou",
      "file_type": "rationale",
      "source_file": "tests/test_watch.py",
      "source_location": "L2038",
      "_origin": "ast",
      "id": "tests_test_watch_rationale_2038",
      "community": 10,
      "norm_label": "#2051: a full `graphify update` must evict semantic nodes whose non-ast     sou"
    },
    {
      "label": "#2051 follow-up: a node whose source_file is a URL/virtual scheme     (gdoc://,",
      "file_type": "rationale",
      "source_file": "tests/test_watch.py",
      "source_location": "L2078",
      "_origin": "ast",
      "id": "tests_test_watch_rationale_2078",
      "community": 22,
      "norm_label": "#2051 follow-up: a node whose source_file is a url/virtual scheme     (gdoc://,"
    },
    {
      "label": "#2056: an incremental rebuild whose change set names a file that exists but",
      "file_type": "rationale",
      "source_file": "tests/test_watch.py",
      "source_location": "L2121",
      "_origin": "ast",
      "id": "tests_test_watch_rationale_2121",
      "community": 10,
      "norm_label": "#2056: an incremental rebuild whose change set names a file that exists but"
    },
    {
      "label": "test_wheel_packaging.py",
      "file_type": "code",
      "source_file": "tests/test_wheel_packaging.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_test_wheel_packaging",
      "community": 243,
      "norm_label": "test_wheel_packaging.py"
    },
    {
      "label": "_has_build()",
      "file_type": "code",
      "source_file": "tests/test_wheel_packaging.py",
      "source_location": "L21",
      "_origin": "ast",
      "id": "tests_test_wheel_packaging_has_build",
      "community": 243,
      "norm_label": "_has_build()"
    },
    {
      "label": "_skill_bodies()",
      "file_type": "code",
      "source_file": "tests/test_wheel_packaging.py",
      "source_location": "L32",
      "_origin": "ast",
      "id": "tests_test_wheel_packaging_skill_bodies",
      "community": 243,
      "norm_label": "_skill_bodies()"
    },
    {
      "label": "Path",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "tests_test_wheel_packaging_py_path",
      "community": 243,
      "norm_label": "path"
    },
    {
      "label": "_expected_artifacts()",
      "file_type": "code",
      "source_file": "tests/test_wheel_packaging.py",
      "source_location": "L43",
      "_origin": "ast",
      "id": "tests_test_wheel_packaging_expected_artifacts",
      "community": 243,
      "norm_label": "_expected_artifacts()"
    },
    {
      "label": "wheel_namelist()",
      "file_type": "code",
      "source_file": "tests/test_wheel_packaging.py",
      "source_location": "L56",
      "_origin": "ast",
      "id": "tests_test_wheel_packaging_wheel_namelist",
      "community": 243,
      "norm_label": "wheel_namelist()"
    },
    {
      "label": "test_skill_artifact_ships_in_wheel()",
      "file_type": "code",
      "source_file": "tests/test_wheel_packaging.py",
      "source_location": "L78",
      "_origin": "ast",
      "id": "tests_test_wheel_packaging_test_skill_artifact_ships_in_wheel",
      "community": 243,
      "norm_label": "test_skill_artifact_ships_in_wheel()"
    },
    {
      "label": "Packaging guard (#1121 follow-up): the 5 skillgen guards check the *repo tree*,",
      "file_type": "rationale",
      "source_file": "tests/test_wheel_packaging.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_test_wheel_packaging_rationale_1",
      "community": 243,
      "norm_label": "packaging guard (#1121 follow-up): the 5 skillgen guards check the *repo tree*,"
    },
    {
      "label": "Every distinct skill body a platform installs (the SKILL.md is copied from",
      "file_type": "rationale",
      "source_file": "tests/test_wheel_packaging.py",
      "source_location": "L33",
      "_origin": "ast",
      "id": "tests_test_wheel_packaging_rationale_33",
      "community": 243,
      "norm_label": "every distinct skill body a platform installs (the skill.md is copied from"
    },
    {
      "label": "Every committed skill body + references/*.md (per host) + always_on/*.md block.",
      "file_type": "rationale",
      "source_file": "tests/test_wheel_packaging.py",
      "source_location": "L44",
      "_origin": "ast",
      "id": "tests_test_wheel_packaging_rationale_44",
      "community": 243,
      "norm_label": "every committed skill body + references/*.md (per host) + always_on/*.md block."
    },
    {
      "label": "test_wiki.py",
      "file_type": "code",
      "source_file": "tests/test_wiki.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_test_wiki",
      "community": 26,
      "norm_label": "test_wiki.py"
    },
    {
      "label": "_inline_links()",
      "file_type": "code",
      "source_file": "tests/test_wiki.py",
      "source_location": "L12",
      "_origin": "ast",
      "id": "tests_test_wiki_inline_links",
      "community": 26,
      "norm_label": "_inline_links()"
    },
    {
      "label": "_make_graph()",
      "file_type": "code",
      "source_file": "tests/test_wiki.py",
      "source_location": "L23",
      "_origin": "ast",
      "id": "tests_test_wiki_make_graph",
      "community": 26,
      "norm_label": "_make_graph()"
    },
    {
      "label": "test_to_wiki_writes_index()",
      "file_type": "code",
      "source_file": "tests/test_wiki.py",
      "source_location": "L41",
      "_origin": "ast",
      "id": "tests_test_wiki_test_to_wiki_writes_index",
      "community": 26,
      "norm_label": "test_to_wiki_writes_index()"
    },
    {
      "label": "test_to_wiki_returns_article_count()",
      "file_type": "code",
      "source_file": "tests/test_wiki.py",
      "source_location": "L47",
      "_origin": "ast",
      "id": "tests_test_wiki_test_to_wiki_returns_article_count",
      "community": 26,
      "norm_label": "test_to_wiki_returns_article_count()"
    },
    {
      "label": "test_to_wiki_community_articles_created()",
      "file_type": "code",
      "source_file": "tests/test_wiki.py",
      "source_location": "L54",
      "_origin": "ast",
      "id": "tests_test_wiki_test_to_wiki_community_articles_created",
      "community": 26,
      "norm_label": "test_to_wiki_community_articles_created()"
    },
    {
      "label": "test_to_wiki_god_node_article_created()",
      "file_type": "code",
      "source_file": "tests/test_wiki.py",
      "source_location": "L61",
      "_origin": "ast",
      "id": "tests_test_wiki_test_to_wiki_god_node_article_created",
      "community": 26,
      "norm_label": "test_to_wiki_god_node_article_created()"
    },
    {
      "label": "test_index_links_all_communities()",
      "file_type": "code",
      "source_file": "tests/test_wiki.py",
      "source_location": "L67",
      "_origin": "ast",
      "id": "tests_test_wiki_test_index_links_all_communities",
      "community": 26,
      "norm_label": "test_index_links_all_communities()"
    },
    {
      "label": "test_index_lists_god_nodes()",
      "file_type": "code",
      "source_file": "tests/test_wiki.py",
      "source_location": "L75",
      "_origin": "ast",
      "id": "tests_test_wiki_test_index_lists_god_nodes",
      "community": 26,
      "norm_label": "test_index_lists_god_nodes()"
    },
    {
      "label": "test_community_article_has_cross_links()",
      "file_type": "code",
      "source_file": "tests/test_wiki.py",
      "source_location": "L83",
      "_origin": "ast",
      "id": "tests_test_wiki_test_community_article_has_cross_links",
      "community": 26,
      "norm_label": "test_community_article_has_cross_links()"
    },
    {
      "label": "test_community_article_shows_cohesion()",
      "file_type": "code",
      "source_file": "tests/test_wiki.py",
      "source_location": "L91",
      "_origin": "ast",
      "id": "tests_test_wiki_test_community_article_shows_cohesion",
      "community": 26,
      "norm_label": "test_community_article_shows_cohesion()"
    },
    {
      "label": "test_community_article_has_audit_trail()",
      "file_type": "code",
      "source_file": "tests/test_wiki.py",
      "source_location": "L98",
      "_origin": "ast",
      "id": "tests_test_wiki_test_community_article_has_audit_trail",
      "community": 26,
      "norm_label": "test_community_article_has_audit_trail()"
    },
    {
      "label": "test_god_node_article_has_connections()",
      "file_type": "code",
      "source_file": "tests/test_wiki.py",
      "source_location": "L106",
      "_origin": "ast",
      "id": "tests_test_wiki_test_god_node_article_has_connections",
      "community": 26,
      "norm_label": "test_god_node_article_has_connections()"
    },
    {
      "label": "test_god_node_article_links_community()",
      "file_type": "code",
      "source_file": "tests/test_wiki.py",
      "source_location": "L117",
      "_origin": "ast",
      "id": "tests_test_wiki_test_god_node_article_links_community",
      "community": 26,
      "norm_label": "test_god_node_article_links_community()"
    },
    {
      "label": "test_to_wiki_skips_missing_god_node_ids()",
      "file_type": "code",
      "source_file": "tests/test_wiki.py",
      "source_location": "L124",
      "_origin": "ast",
      "id": "tests_test_wiki_test_to_wiki_skips_missing_god_node_ids",
      "community": 26,
      "norm_label": "test_to_wiki_skips_missing_god_node_ids()"
    },
    {
      "label": "test_to_wiki_no_labels_uses_fallback()",
      "file_type": "code",
      "source_file": "tests/test_wiki.py",
      "source_location": "L133",
      "_origin": "ast",
      "id": "tests_test_wiki_test_to_wiki_no_labels_uses_fallback",
      "community": 26,
      "norm_label": "test_to_wiki_no_labels_uses_fallback()"
    },
    {
      "label": "test_article_navigation_footer()",
      "file_type": "code",
      "source_file": "tests/test_wiki.py",
      "source_location": "L143",
      "_origin": "ast",
      "id": "tests_test_wiki_test_article_navigation_footer",
      "community": 26,
      "norm_label": "test_article_navigation_footer()"
    },
    {
      "label": "test_community_article_truncation_notice()",
      "file_type": "code",
      "source_file": "tests/test_wiki.py",
      "source_location": "L150",
      "_origin": "ast",
      "id": "tests_test_wiki_test_community_article_truncation_notice",
      "community": 26,
      "norm_label": "test_community_article_truncation_notice()"
    },
    {
      "label": "test_cross_community_links_without_node_community_attrs()",
      "file_type": "code",
      "source_file": "tests/test_wiki.py",
      "source_location": "L165",
      "_origin": "ast",
      "id": "tests_test_wiki_test_cross_community_links_without_node_community_attrs",
      "community": 26,
      "norm_label": "test_cross_community_links_without_node_community_attrs()"
    },
    {
      "label": "test_god_node_article_community_without_node_attr()",
      "file_type": "code",
      "source_file": "tests/test_wiki.py",
      "source_location": "L178",
      "_origin": "ast",
      "id": "tests_test_wiki_test_god_node_article_community_without_node_attr",
      "community": 26,
      "norm_label": "test_god_node_article_community_without_node_attr()"
    },
    {
      "label": "test_to_wiki_drops_stale_community_nodes()",
      "file_type": "code",
      "source_file": "tests/test_wiki.py",
      "source_location": "L194",
      "_origin": "ast",
      "id": "tests_test_wiki_test_to_wiki_drops_stale_community_nodes",
      "community": 26,
      "norm_label": "test_to_wiki_drops_stale_community_nodes()"
    },
    {
      "label": "test_to_wiki_all_stale_raises()",
      "file_type": "code",
      "source_file": "tests/test_wiki.py",
      "source_location": "L206",
      "_origin": "ast",
      "id": "tests_test_wiki_test_to_wiki_all_stale_raises",
      "community": 26,
      "norm_label": "test_to_wiki_all_stale_raises()"
    },
    {
      "label": "test_to_wiki_stale_nodes_prints_warning()",
      "file_type": "code",
      "source_file": "tests/test_wiki.py",
      "source_location": "L214",
      "_origin": "ast",
      "id": "tests_test_wiki_test_to_wiki_stale_nodes_prints_warning",
      "community": 26,
      "norm_label": "test_to_wiki_stale_nodes_prints_warning()"
    },
    {
      "label": "test_community_article_handles_null_source_file()",
      "file_type": "code",
      "source_file": "tests/test_wiki.py",
      "source_location": "L224",
      "_origin": "ast",
      "id": "tests_test_wiki_test_community_article_handles_null_source_file",
      "community": 26,
      "norm_label": "test_community_article_handles_null_source_file()"
    },
    {
      "label": "test_to_wiki_case_only_distinct_labels_dont_overwrite()",
      "file_type": "code",
      "source_file": "tests/test_wiki.py",
      "source_location": "L237",
      "_origin": "ast",
      "id": "tests_test_wiki_test_to_wiki_case_only_distinct_labels_dont_overwrite",
      "community": 26,
      "norm_label": "test_to_wiki_case_only_distinct_labels_dont_overwrite()"
    },
    {
      "label": "test_to_wiki_god_node_label_case_collides_with_community()",
      "file_type": "code",
      "source_file": "tests/test_wiki.py",
      "source_location": "L257",
      "_origin": "ast",
      "id": "tests_test_wiki_test_to_wiki_god_node_label_case_collides_with_community",
      "community": 26,
      "norm_label": "test_to_wiki_god_node_label_case_collides_with_community()"
    },
    {
      "label": "test_wiki_emits_no_obsidian_wikilinks()",
      "file_type": "code",
      "source_file": "tests/test_wiki.py",
      "source_location": "L279",
      "_origin": "ast",
      "id": "tests_test_wiki_test_wiki_emits_no_obsidian_wikilinks",
      "community": 26,
      "norm_label": "test_wiki_emits_no_obsidian_wikilinks()"
    },
    {
      "label": "test_wiki_links_resolve_to_real_files()",
      "file_type": "code",
      "source_file": "tests/test_wiki.py",
      "source_location": "L289",
      "_origin": "ast",
      "id": "tests_test_wiki_test_wiki_links_resolve_to_real_files",
      "community": 26,
      "norm_label": "test_wiki_links_resolve_to_real_files()"
    },
    {
      "label": "test_wiki_link_display_keeps_label_but_target_is_filename()",
      "file_type": "code",
      "source_file": "tests/test_wiki.py",
      "source_location": "L305",
      "_origin": "ast",
      "id": "tests_test_wiki_test_wiki_link_display_keeps_label_but_target_is_filename",
      "community": 26,
      "norm_label": "test_wiki_link_display_keeps_label_but_target_is_filename()"
    },
    {
      "label": "test_wiki_special_characters_in_label_resolve()",
      "file_type": "code",
      "source_file": "tests/test_wiki.py",
      "source_location": "L316",
      "_origin": "ast",
      "id": "tests_test_wiki_test_wiki_special_characters_in_label_resolve",
      "community": 26,
      "norm_label": "test_wiki_special_characters_in_label_resolve()"
    },
    {
      "label": "test_wiki_link_with_bracketed_label_resolves()",
      "file_type": "code",
      "source_file": "tests/test_wiki.py",
      "source_location": "L338",
      "_origin": "ast",
      "id": "tests_test_wiki_test_wiki_link_with_bracketed_label_resolves",
      "community": 26,
      "norm_label": "test_wiki_link_with_bracketed_label_resolves()"
    },
    {
      "label": "test_wiki_links_to_nodes_without_articles_are_plain_text()",
      "file_type": "code",
      "source_file": "tests/test_wiki.py",
      "source_location": "L356",
      "_origin": "ast",
      "id": "tests_test_wiki_test_wiki_links_to_nodes_without_articles_are_plain_text",
      "community": 26,
      "norm_label": "test_wiki_links_to_nodes_without_articles_are_plain_text()"
    },
    {
      "label": "test_wiki_links_use_collision_suffixed_slug()",
      "file_type": "code",
      "source_file": "tests/test_wiki.py",
      "source_location": "L376",
      "_origin": "ast",
      "id": "tests_test_wiki_test_wiki_links_use_collision_suffixed_slug",
      "community": 26,
      "norm_label": "test_wiki_links_use_collision_suffixed_slug()"
    },
    {
      "label": "Tests for graphify.wiki \u2014 Wikipedia-style article generation.",
      "file_type": "rationale",
      "source_file": "tests/test_wiki.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_test_wiki_rationale_1",
      "community": 26,
      "norm_label": "tests for graphify.wiki \u2014 wikipedia-style article generation."
    },
    {
      "label": "Yield (display, decoded_target) for each inline markdown link, skipping     ext",
      "file_type": "rationale",
      "source_file": "tests/test_wiki.py",
      "source_location": "L13",
      "_origin": "ast",
      "id": "tests_test_wiki_rationale_13",
      "community": 26,
      "norm_label": "yield (display, decoded_target) for each inline markdown link, skipping     ext"
    },
    {
      "label": "God node with bad ID should not crash.",
      "file_type": "rationale",
      "source_file": "tests/test_wiki.py",
      "source_location": "L125",
      "_origin": "ast",
      "id": "tests_test_wiki_rationale_125",
      "community": 26,
      "norm_label": "god node with bad id should not crash."
    },
    {
      "label": "Communities with more than 25 nodes show a truncation notice.",
      "file_type": "rationale",
      "source_file": "tests/test_wiki.py",
      "source_location": "L151",
      "_origin": "ast",
      "id": "tests_test_wiki_rationale_151",
      "community": 26,
      "norm_label": "communities with more than 25 nodes show a truncation notice."
    },
    {
      "label": "Cross-community links must work even when nodes have no 'community' attribute (#",
      "file_type": "rationale",
      "source_file": "tests/test_wiki.py",
      "source_location": "L166",
      "_origin": "ast",
      "id": "tests_test_wiki_rationale_166",
      "community": 26,
      "norm_label": "cross-community links must work even when nodes have no 'community' attribute (#"
    },
    {
      "label": "God node article must show community name even when node has no 'community' attr",
      "file_type": "rationale",
      "source_file": "tests/test_wiki.py",
      "source_location": "L179",
      "_origin": "ast",
      "id": "tests_test_wiki_rationale_179",
      "community": 26,
      "norm_label": "god node article must show community name even when node has no 'community' attr"
    },
    {
      "label": "Stale node IDs in communities dict are silently dropped without crash (#936).",
      "file_type": "rationale",
      "source_file": "tests/test_wiki.py",
      "source_location": "L195",
      "_origin": "ast",
      "id": "tests_test_wiki_rationale_195",
      "community": 26,
      "norm_label": "stale node ids in communities dict are silently dropped without crash (#936)."
    },
    {
      "label": "If every community node is stale, raise ValueError with a helpful message (#936)",
      "file_type": "rationale",
      "source_file": "tests/test_wiki.py",
      "source_location": "L207",
      "_origin": "ast",
      "id": "tests_test_wiki_rationale_207",
      "community": 26,
      "norm_label": "if every community node is stale, raise valueerror with a helpful message (#936)"
    },
    {
      "label": "Stale node IDs trigger a stderr warning showing the drop count (#936).",
      "file_type": "rationale",
      "source_file": "tests/test_wiki.py",
      "source_location": "L215",
      "_origin": "ast",
      "id": "tests_test_wiki_rationale_215",
      "community": 26,
      "norm_label": "stale node ids trigger a stderr warning showing the drop count (#936)."
    },
    {
      "label": "source_file=None on a node must not crash sorted() with TypeError (#1016).",
      "file_type": "rationale",
      "source_file": "tests/test_wiki.py",
      "source_location": "L225",
      "_origin": "ast",
      "id": "tests_test_wiki_rationale_225",
      "community": 26,
      "norm_label": "source_file=none on a node must not crash sorted() with typeerror (#1016)."
    },
    {
      "label": "Two community labels differing only by case must each get their own     article",
      "file_type": "rationale",
      "source_file": "tests/test_wiki.py",
      "source_location": "L238",
      "_origin": "ast",
      "id": "tests_test_wiki_rationale_238",
      "community": 26,
      "norm_label": "two community labels differing only by case must each get their own     article"
    },
    {
      "label": "Community and god-node articles share one slug-dedup set, so a god-node     lab",
      "file_type": "rationale",
      "source_file": "tests/test_wiki.py",
      "source_location": "L258",
      "_origin": "ast",
      "id": "tests_test_wiki_rationale_258",
      "community": 26,
      "norm_label": "community and god-node articles share one slug-dedup set, so a god-node     lab"
    },
    {
      "label": "No generated file may contain Obsidian [[...]] syntax. Those links resolve",
      "file_type": "rationale",
      "source_file": "tests/test_wiki.py",
      "source_location": "L280",
      "_origin": "ast",
      "id": "tests_test_wiki_rationale_280",
      "community": 26,
      "norm_label": "no generated file may contain obsidian [[...]] syntax. those links resolve"
    },
    {
      "label": "Every inline markdown link target across the whole wiki must point at a     fil",
      "file_type": "rationale",
      "source_file": "tests/test_wiki.py",
      "source_location": "L290",
      "_origin": "ast",
      "id": "tests_test_wiki_rationale_290",
      "community": 26,
      "norm_label": "every inline markdown link target across the whole wiki must point at a     fil"
    },
    {
      "label": "The fix's whole point: a link's display text is the human label (with     space",
      "file_type": "rationale",
      "source_file": "tests/test_wiki.py",
      "source_location": "L306",
      "_origin": "ast",
      "id": "tests_test_wiki_rationale_306",
      "community": 26,
      "norm_label": "the fix's whole point: a link's display text is the human label (with     space"
    },
    {
      "label": "Labels with spaces, &, #, and parentheses must still produce a link whose     U",
      "file_type": "rationale",
      "source_file": "tests/test_wiki.py",
      "source_location": "L317",
      "_origin": "ast",
      "id": "tests_test_wiki_rationale_317",
      "community": 26,
      "norm_label": "labels with spaces, &, #, and parentheses must still produce a link whose     u"
    },
    {
      "label": "A label containing `[` / `]` (e.g. a generic like `Array[T]`) still     produce",
      "file_type": "rationale",
      "source_file": "tests/test_wiki.py",
      "source_location": "L339",
      "_origin": "ast",
      "id": "tests_test_wiki_rationale_339",
      "community": 26,
      "norm_label": "a label containing `[` / `]` (e.g. a generic like `array[t]`) still     produce"
    },
    {
      "label": "A god node links its neighbours, but only communities and god nodes get     art",
      "file_type": "rationale",
      "source_file": "tests/test_wiki.py",
      "source_location": "L357",
      "_origin": "ast",
      "id": "tests_test_wiki_rationale_357",
      "community": 26,
      "norm_label": "a god node links its neighbours, but only communities and god nodes get     art"
    },
    {
      "label": "When two labels collide on disk and the second article gets a numeric     suffi",
      "file_type": "rationale",
      "source_file": "tests/test_wiki.py",
      "source_location": "L377",
      "_origin": "ast",
      "id": "tests_test_wiki_rationale_377",
      "community": 26,
      "norm_label": "when two labels collide on disk and the second article gets a numeric     suffi"
    },
    {
      "label": "test_word_count_cache.py",
      "file_type": "code",
      "source_file": "tests/test_word_count_cache.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_test_word_count_cache",
      "community": 28,
      "norm_label": "test_word_count_cache.py"
    },
    {
      "label": "test_word_count_cached_until_file_changes()",
      "file_type": "code",
      "source_file": "tests/test_word_count_cache.py",
      "source_location": "L12",
      "_origin": "ast",
      "id": "tests_test_word_count_cache_test_word_count_cached_until_file_changes",
      "community": 28,
      "norm_label": "test_word_count_cached_until_file_changes()"
    },
    {
      "label": "test_word_count_augments_existing_hash_entry()",
      "file_type": "code",
      "source_file": "tests/test_word_count_cache.py",
      "source_location": "L37",
      "_origin": "ast",
      "id": "tests_test_word_count_cache_test_word_count_augments_existing_hash_entry",
      "community": 28,
      "norm_label": "test_word_count_augments_existing_hash_entry()"
    },
    {
      "label": "test_file_hash_is_order_independent_across_roots()",
      "file_type": "code",
      "source_file": "tests/test_word_count_cache.py",
      "source_location": "L57",
      "_origin": "ast",
      "id": "tests_test_word_count_cache_test_file_hash_is_order_independent_across_roots",
      "community": 28,
      "norm_label": "test_file_hash_is_order_independent_across_roots()"
    },
    {
      "label": "test_file_hash_ignores_legacy_unsalted_entry()",
      "file_type": "code",
      "source_file": "tests/test_word_count_cache.py",
      "source_location": "L88",
      "_origin": "ast",
      "id": "tests_test_word_count_cache_test_file_hash_ignores_legacy_unsalted_entry",
      "community": 28,
      "norm_label": "test_file_hash_ignores_legacy_unsalted_entry()"
    },
    {
      "label": "#1656 \u2014 word counts are cached against each file's stat signature so detect() d",
      "file_type": "rationale",
      "source_file": "tests/test_word_count_cache.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_test_word_count_cache_rationale_1",
      "community": 28,
      "norm_label": "#1656 \u2014 word counts are cached against each file's stat signature so detect() d"
    },
    {
      "label": "#1989: the stat-index memo must be keyed by the salt (path relative to     root",
      "file_type": "rationale",
      "source_file": "tests/test_word_count_cache.py",
      "source_location": "L58",
      "_origin": "ast",
      "id": "tests_test_word_count_cache_rationale_58",
      "community": 28,
      "norm_label": "#1989: the stat-index memo must be keyed by the salt (path relative to     root"
    },
    {
      "label": "A pre-#1989 entry carrying a bare \"hash\" (no salt) is never trusted.",
      "file_type": "rationale",
      "source_file": "tests/test_word_count_cache.py",
      "source_location": "L89",
      "_origin": "ast",
      "id": "tests_test_word_count_cache_rationale_89",
      "community": 28,
      "norm_label": "a pre-#1989 entry carrying a bare \"hash\" (no salt) is never trusted."
    },
    {
      "label": "test_zero_node_no_cache.py",
      "file_type": "code",
      "source_file": "tests/test_zero_node_no_cache.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_test_zero_node_no_cache",
      "community": 309,
      "norm_label": "test_zero_node_no_cache.py"
    },
    {
      "label": "test_zero_node_result_not_cached_then_self_heals()",
      "file_type": "code",
      "source_file": "tests/test_zero_node_no_cache.py",
      "source_location": "L16",
      "_origin": "ast",
      "id": "tests_test_zero_node_no_cache_test_zero_node_result_not_cached_then_self_heals",
      "community": 309,
      "norm_label": "test_zero_node_result_not_cached_then_self_heals()"
    },
    {
      "label": "test_normal_file_still_cached()",
      "file_type": "code",
      "source_file": "tests/test_zero_node_no_cache.py",
      "source_location": "L39",
      "_origin": "ast",
      "id": "tests_test_zero_node_no_cache_test_normal_file_still_cached",
      "community": 309,
      "norm_label": "test_normal_file_still_cached()"
    },
    {
      "label": "test_no_warning_when_all_files_produce_nodes()",
      "file_type": "code",
      "source_file": "tests/test_zero_node_no_cache.py",
      "source_location": "L49",
      "_origin": "ast",
      "id": "tests_test_zero_node_no_cache_test_no_warning_when_all_files_produce_nodes",
      "community": 309,
      "norm_label": "test_no_warning_when_all_files_produce_nodes()"
    },
    {
      "label": "#1666 \u2014 an extractable source file that yields zero nodes must not be cached, a",
      "file_type": "rationale",
      "source_file": "tests/test_zero_node_no_cache.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_test_zero_node_no_cache_rationale_1",
      "community": 309,
      "norm_label": "#1666 \u2014 an extractable source file that yields zero nodes must not be cached, a"
    },
    {
      "label": "tools/__init__.py",
      "file_type": "code",
      "source_file": "tools/__init__.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tools_init",
      "community": 566,
      "norm_label": "tools/__init__.py"
    },
    {
      "label": "skillgen/__init__.py",
      "file_type": "code",
      "source_file": "tools/skillgen/__init__.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tools_skillgen_init",
      "community": 567,
      "norm_label": "skillgen/__init__.py"
    },
    {
      "label": "skillgen/__main__.py",
      "file_type": "code",
      "source_file": "tools/skillgen/__main__.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tools_skillgen_main",
      "community": 43,
      "norm_label": "skillgen/__main__.py"
    },
    {
      "label": "Entry point for ``python -m tools.skillgen``.",
      "file_type": "rationale",
      "source_file": "tools/skillgen/__main__.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tools_skillgen_main_rationale_1",
      "community": 43,
      "norm_label": "entry point for ``python -m tools.skillgen``."
    },
    {
      "label": "gen.py",
      "file_type": "code",
      "source_file": "tools/skillgen/gen.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tools_skillgen_gen",
      "community": 43,
      "norm_label": "gen.py"
    },
    {
      "label": "_v8_baseline_ref()",
      "file_type": "code",
      "source_file": "tools/skillgen/gen.py",
      "source_location": "L60",
      "_origin": "ast",
      "id": "tools_skillgen_gen_v8_baseline_ref",
      "community": 114,
      "norm_label": "_v8_baseline_ref()"
    },
    {
      "label": "_audit_allowlist()",
      "file_type": "code",
      "source_file": "tools/skillgen/gen.py",
      "source_location": "L259",
      "_origin": "ast",
      "id": "tools_skillgen_gen_audit_allowlist",
      "community": 114,
      "norm_label": "_audit_allowlist()"
    },
    {
      "label": "Platform",
      "file_type": "code",
      "source_file": "tools/skillgen/gen.py",
      "source_location": "L265",
      "_origin": "ast",
      "id": "tools_skillgen_gen_platform",
      "community": 82,
      "norm_label": "platform"
    },
    {
      "label": ".reference_sources()",
      "file_type": "code",
      "source_file": "tools/skillgen/gen.py",
      "source_location": "L287",
      "_origin": "ast",
      "id": "tools_skillgen_gen_platform_reference_sources",
      "community": 82,
      "norm_label": ".reference_sources()"
    },
    {
      "label": ".hooks_target()",
      "file_type": "code",
      "source_file": "tools/skillgen/gen.py",
      "source_location": "L296",
      "_origin": "ast",
      "id": "tools_skillgen_gen_platform_hooks_target",
      "community": 82,
      "norm_label": ".hooks_target()"
    },
    {
      "label": "load_platforms()",
      "file_type": "code",
      "source_file": "tools/skillgen/gen.py",
      "source_location": "L301",
      "_origin": "ast",
      "id": "tools_skillgen_gen_load_platforms",
      "community": 92,
      "norm_label": "load_platforms()"
    },
    {
      "label": "_read_fragment()",
      "file_type": "code",
      "source_file": "tools/skillgen/gen.py",
      "source_location": "L327",
      "_origin": "ast",
      "id": "tools_skillgen_gen_read_fragment",
      "community": 82,
      "norm_label": "_read_fragment()"
    },
    {
      "label": "_normalise()",
      "file_type": "code",
      "source_file": "tools/skillgen/gen.py",
      "source_location": "L333",
      "_origin": "ast",
      "id": "tools_skillgen_gen_normalise",
      "community": 82,
      "norm_label": "_normalise()"
    },
    {
      "label": "RenderedArtifact",
      "file_type": "code",
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      "norm_label": "assert every heading of this host's v8 body single-homes in its render.      t"
    },
    {
      "label": "Return every line in a rendered artifact that carries the file_type enum.",
      "file_type": "rationale",
      "source_file": "tools/skillgen/gen.py",
      "source_location": "L662",
      "_origin": "ast",
      "id": "tools_skillgen_gen_rationale_662",
      "community": 43,
      "norm_label": "return every line in a rendered artifact that carries the file_type enum."
    },
    {
      "label": "Return lines carrying a legacy (sub-superset) file_type enum.      A line coun",
      "file_type": "rationale",
      "source_file": "tools/skillgen/gen.py",
      "source_location": "L680",
      "_origin": "ast",
      "id": "tools_skillgen_gen_rationale_680",
      "community": 272,
      "norm_label": "return lines carrying a legacy (sub-superset) file_type enum.      a line coun"
    },
    {
      "label": "Assert the file_type enum block is byte-identical across every platform.",
      "file_type": "rationale",
      "source_file": "tools/skillgen/gen.py",
      "source_location": "L696",
      "_origin": "ast",
      "id": "tools_skillgen_gen_rationale_696",
      "community": 272,
      "norm_label": "assert the file_type enum block is byte-identical across every platform."
    },
    {
      "label": "Whether a line carries the file_type enum (its v8 or unified form).      The u",
      "file_type": "rationale",
      "source_file": "tools/skillgen/gen.py",
      "source_location": "L714",
      "_origin": "ast",
      "id": "tools_skillgen_gen_rationale_714",
      "community": 43,
      "norm_label": "whether a line carries the file_type enum (its v8 or unified form).      the u"
    },
    {
      "label": "Whether a line is a YAML frontmatter description field.      The unified descr",
      "file_type": "rationale",
      "source_file": "tools/skillgen/gen.py",
      "source_location": "L731",
      "_origin": "ast",
      "id": "tools_skillgen_gen_rationale_731",
      "community": 43,
      "norm_label": "whether a line is a yaml frontmatter description field.      the unified descr"
    },
    {
      "label": "Whether a line is the Step 9 chunk-file cleanup ``rm -f`` command.      The ba",
      "file_type": "rationale",
      "source_file": "tools/skillgen/gen.py",
      "source_location": "L741",
      "_origin": "ast",
      "id": "tools_skillgen_gen_rationale_741",
      "community": 43,
      "norm_label": "whether a line is the step 9 chunk-file cleanup ``rm -f`` command.      the ba"
    },
    {
      "label": "Whether a line is the non-spec ``trigger:`` frontmatter field (#1180).      Th",
      "file_type": "rationale",
      "source_file": "tools/skillgen/gen.py",
      "source_location": "L760",
      "_origin": "ast",
      "id": "tools_skillgen_gen_rationale_760",
      "community": 241,
      "norm_label": "whether a line is the non-spec ``trigger:`` frontmatter field (#1180).      th"
    },
    {
      "label": "Whether a line is part of the ``--directed`` propagation fix (#1392).      The",
      "file_type": "rationale",
      "source_file": "tools/skillgen/gen.py",
      "source_location": "L769",
      "_origin": "ast",
      "id": "tools_skillgen_gen_rationale_769",
      "community": 43,
      "norm_label": "whether a line is part of the ``--directed`` propagation fix (#1392).      the"
    },
    {
      "label": "Whether a line is part of the content-only semantic scope fix (#1392).      Fl",
      "file_type": "rationale",
      "source_file": "tools/skillgen/gen.py",
      "source_location": "L785",
      "_origin": "ast",
      "id": "tools_skillgen_gen_rationale_785",
      "community": 43,
      "norm_label": "whether a line is part of the content-only semantic scope fix (#1392).      fl"
    },
    {
      "label": "Whether a line is part of the stale-cache unlink fix (#1392).      The cache f",
      "file_type": "rationale",
      "source_file": "tools/skillgen/gen.py",
      "source_location": "L800",
      "_origin": "ast",
      "id": "tools_skillgen_gen_rationale_800",
      "community": 43,
      "norm_label": "whether a line is part of the stale-cache unlink fix (#1392).      the cache f"
    },
    {
      "label": "Whether a line is part of the zero-node / shrink-guard ordering fix (#1392).",
      "file_type": "rationale",
      "source_file": "tools/skillgen/gen.py",
      "source_location": "L814",
      "_origin": "ast",
      "id": "tools_skillgen_gen_rationale_814",
      "community": 43,
      "norm_label": "whether a line is part of the zero-node / shrink-guard ordering fix (#1392)."
    },
    {
      "label": "Whether a line is part of the manifest-portability fix (#1417).      The monol",
      "file_type": "rationale",
      "source_file": "tools/skillgen/gen.py",
      "source_location": "L840",
      "_origin": "ast",
      "id": "tools_skillgen_gen_rationale_840",
      "community": 43,
      "norm_label": "whether a line is part of the manifest-portability fix (#1417).      the monol"
    },
    {
      "label": "Whether a line is part of the manifest over-stamping fix (#2015).      Step 9",
      "file_type": "rationale",
      "source_file": "tools/skillgen/gen.py",
      "source_location": "L855",
      "_origin": "ast",
      "id": "tools_skillgen_gen_rationale_855",
      "community": 43,
      "norm_label": "whether a line is part of the manifest over-stamping fix (#2015).      step 9"
    },
    {
      "label": "The #2106 change to how a non-empty ``skipped_sensitive`` is reported: the",
      "file_type": "rationale",
      "source_file": "tools/skillgen/gen.py",
      "source_location": "L883",
      "_origin": "ast",
      "id": "tools_skillgen_gen_rationale_883",
      "community": 43,
      "norm_label": "the #2106 change to how a non-empty ``skipped_sensitive`` is reported: the"
    },
    {
      "label": "Whether a line is part of the \"no API key required\" clarity (#1461).      The",
      "file_type": "rationale",
      "source_file": "tools/skillgen/gen.py",
      "source_location": "L891",
      "_origin": "ast",
      "id": "tools_skillgen_gen_rationale_891",
      "community": 43,
      "norm_label": "whether a line is part of the \"no api key required\" clarity (#1461).      the"
    },
    {
      "label": "Whether a line is part of the Homebrew ``python@`` shebang allowlist fix (#1586)",
      "file_type": "rationale",
      "source_file": "tools/skillgen/gen.py",
      "source_location": "L904",
      "_origin": "ast",
      "id": "tools_skillgen_gen_rationale_904",
      "community": 43,
      "norm_label": "whether a line is part of the homebrew ``python@`` shebang allowlist fix (#1586)"
    },
    {
      "label": "Whether a line is part of the ``/graphify`` usage-comment fix (#1681).      Th",
      "file_type": "rationale",
      "source_file": "tools/skillgen/gen.py",
      "source_location": "L917",
      "_origin": "ast",
      "id": "tools_skillgen_gen_rationale_917",
      "community": 43,
      "norm_label": "whether a line is part of the ``/graphify`` usage-comment fix (#1681).      th"
    },
    {
      "label": "Whether a line is part of the uv interpreter-detection fix (#1735).      Step",
      "file_type": "rationale",
      "source_file": "tools/skillgen/gen.py",
      "source_location": "L928",
      "_origin": "ast",
      "id": "tools_skillgen_gen_rationale_928",
      "community": 43,
      "norm_label": "whether a line is part of the uv interpreter-detection fix (#1735).      step"
    },
    {
      "label": "Whether a line scopes semantic cache writes to dispatched files (#1757).",
      "file_type": "rationale",
      "source_file": "tools/skillgen/gen.py",
      "source_location": "L942",
      "_origin": "ast",
      "id": "tools_skillgen_gen_rationale_942",
      "community": 43,
      "norm_label": "whether a line scopes semantic cache writes to dispatched files (#1757)."
    },
    {
      "label": "Whether a single added/removed monolith line is an allowed change.",
      "file_type": "rationale",
      "source_file": "tools/skillgen/gen.py",
      "source_location": "L981",
      "_origin": "ast",
      "id": "tools_skillgen_gen_rationale_981",
      "community": 241,
      "norm_label": "whether a single added/removed monolith line is an allowed change."
    },
    {
      "label": "Assert a monolith renders diff-clean vs its v8 blob modulo allowed changes.",
      "file_type": "rationale",
      "source_file": "tools/skillgen/gen.py",
      "source_location": "L986",
      "_origin": "ast",
      "id": "tools_skillgen_gen_rationale_986",
      "community": 241,
      "norm_label": "assert a monolith renders diff-clean vs its v8 blob modulo allowed changes."
    },
    {
      "label": "Parse the always-on string constants out of a __main__.py blob.      Reads the",
      "file_type": "rationale",
      "source_file": "tools/skillgen/gen.py",
      "source_location": "L1029",
      "_origin": "ast",
      "id": "tools_skillgen_gen_rationale_1029",
      "community": 242,
      "norm_label": "parse the always-on string constants out of a __main__.py blob.      reads the"
    },
    {
      "label": "Assert each always_on/*.md reproduces its former constant byte for byte.",
      "file_type": "rationale",
      "source_file": "tools/skillgen/gen.py",
      "source_location": "L1054",
      "_origin": "ast",
      "id": "tools_skillgen_gen_rationale_1054",
      "community": 242,
      "norm_label": "assert each always_on/*.md reproduces its former constant byte for byte."
    },
    {
      "label": "api.py",
      "file_type": "code",
      "source_file": "worked/example/raw/api.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "worked_example_raw_api",
      "community": 176,
      "norm_label": "api.py"
    },
    {
      "label": "handle_upload()",
      "file_type": "code",
      "source_file": "worked/example/raw/api.py",
      "source_location": "L11",
      "_origin": "ast",
      "id": "worked_example_raw_api_handle_upload",
      "community": 176,
      "norm_label": "handle_upload()"
    },
    {
      "label": "handle_get()",
      "file_type": "code",
      "source_file": "worked/example/raw/api.py",
      "source_location": "L27",
      "_origin": "ast",
      "id": "worked_example_raw_api_handle_get",
      "community": 176,
      "norm_label": "handle_get()"
    },
    {
      "label": "handle_delete()",
      "file_type": "code",
      "source_file": "worked/example/raw/api.py",
      "source_location": "L35",
      "_origin": "ast",
      "id": "worked_example_raw_api_handle_delete",
      "community": 176,
      "norm_label": "handle_delete()"
    },
    {
      "label": "handle_list()",
      "file_type": "code",
      "source_file": "worked/example/raw/api.py",
      "source_location": "L43",
      "_origin": "ast",
      "id": "worked_example_raw_api_handle_list",
      "community": 176,
      "norm_label": "handle_list()"
    },
    {
      "label": "handle_search()",
      "file_type": "code",
      "source_file": "worked/example/raw/api.py",
      "source_location": "L48",
      "_origin": "ast",
      "id": "worked_example_raw_api_handle_search",
      "community": 176,
      "norm_label": "handle_search()"
    },
    {
      "label": "handle_enrich()",
      "file_type": "code",
      "source_file": "worked/example/raw/api.py",
      "source_location": "L67",
      "_origin": "ast",
      "id": "worked_example_raw_api_handle_enrich",
      "community": 177,
      "norm_label": "handle_enrich()"
    },
    {
      "label": "API module - exposes the document pipeline over HTTP. Thin layer over parser, v",
      "file_type": "rationale",
      "source_file": "worked/example/raw/api.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "worked_example_raw_api_rationale_1",
      "community": 176,
      "norm_label": "api module - exposes the document pipeline over http. thin layer over parser, v"
    },
    {
      "label": "Accept a list of file paths, run the full pipeline on each,     and return a su",
      "file_type": "rationale",
      "source_file": "worked/example/raw/api.py",
      "source_location": "L12",
      "_origin": "ast",
      "id": "worked_example_raw_api_rationale_12",
      "community": 176,
      "norm_label": "accept a list of file paths, run the full pipeline on each,     and return a su"
    },
    {
      "label": "Fetch a document by ID and return it.",
      "file_type": "rationale",
      "source_file": "worked/example/raw/api.py",
      "source_location": "L28",
      "_origin": "ast",
      "id": "worked_example_raw_api_rationale_28",
      "community": 176,
      "norm_label": "fetch a document by id and return it."
    },
    {
      "label": "Delete a document by ID.",
      "file_type": "rationale",
      "source_file": "worked/example/raw/api.py",
      "source_location": "L36",
      "_origin": "ast",
      "id": "worked_example_raw_api_rationale_36",
      "community": 176,
      "norm_label": "delete a document by id."
    },
    {
      "label": "List all document IDs in storage.",
      "file_type": "rationale",
      "source_file": "worked/example/raw/api.py",
      "source_location": "L44",
      "_origin": "ast",
      "id": "worked_example_raw_api_rationale_44",
      "community": 176,
      "norm_label": "list all document ids in storage."
    },
    {
      "label": "Simple keyword search over the index.     Returns documents whose keyword list",
      "file_type": "rationale",
      "source_file": "worked/example/raw/api.py",
      "source_location": "L49",
      "_origin": "ast",
      "id": "worked_example_raw_api_rationale_49",
      "community": 176,
      "norm_label": "simple keyword search over the index.     returns documents whose keyword list"
    },
    {
      "label": "Re-enrich a document to pick up new cross-references.",
      "file_type": "rationale",
      "source_file": "worked/example/raw/api.py",
      "source_location": "L68",
      "_origin": "ast",
      "id": "worked_example_raw_api_rationale_68",
      "community": 177,
      "norm_label": "re-enrich a document to pick up new cross-references."
    },
    {
      "label": "parser.py",
      "file_type": "code",
      "source_file": "worked/example/raw/parser.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "worked_example_raw_parser",
      "community": 220,
      "norm_label": "parser.py"
    },
    {
      "label": "parse_file()",
      "file_type": "code",
      "source_file": "worked/example/raw/parser.py",
      "source_location": "L12",
      "_origin": "ast",
      "id": "worked_example_raw_parser_parse_file",
      "community": 220,
      "norm_label": "parse_file()"
    },
    {
      "label": "parse_markdown()",
      "file_type": "code",
      "source_file": "worked/example/raw/parser.py",
      "source_location": "L29",
      "_origin": "ast",
      "id": "worked_example_raw_parser_parse_markdown",
      "community": 220,
      "norm_label": "parse_markdown()"
    },
    {
      "label": "parse_json()",
      "file_type": "code",
      "source_file": "worked/example/raw/parser.py",
      "source_location": "L49",
      "_origin": "ast",
      "id": "worked_example_raw_parser_parse_json",
      "community": 220,
      "norm_label": "parse_json()"
    },
    {
      "label": "parse_plaintext()",
      "file_type": "code",
      "source_file": "worked/example/raw/parser.py",
      "source_location": "L56",
      "_origin": "ast",
      "id": "worked_example_raw_parser_parse_plaintext",
      "community": 220,
      "norm_label": "parse_plaintext()"
    },
    {
      "label": "parse_and_save()",
      "file_type": "code",
      "source_file": "worked/example/raw/parser.py",
      "source_location": "L62",
      "_origin": "ast",
      "id": "worked_example_raw_parser_parse_and_save",
      "community": 220,
      "norm_label": "parse_and_save()"
    },
    {
      "label": "batch_parse()",
      "file_type": "code",
      "source_file": "worked/example/raw/parser.py",
      "source_location": "L70",
      "_origin": "ast",
      "id": "worked_example_raw_parser_batch_parse",
      "community": 176,
      "norm_label": "batch_parse()"
    },
    {
      "label": "Parser module - reads raw input documents and converts them into a structured f",
      "file_type": "rationale",
      "source_file": "worked/example/raw/parser.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "worked_example_raw_parser_rationale_1",
      "community": 220,
      "norm_label": "parser module - reads raw input documents and converts them into a structured f"
    },
    {
      "label": "Read a file from disk and return a structured document.",
      "file_type": "rationale",
      "source_file": "worked/example/raw/parser.py",
      "source_location": "L13",
      "_origin": "ast",
      "id": "worked_example_raw_parser_rationale_13",
      "community": 220,
      "norm_label": "read a file from disk and return a structured document."
    },
    {
      "label": "Extract title, sections, and links from markdown.",
      "file_type": "rationale",
      "source_file": "worked/example/raw/parser.py",
      "source_location": "L30",
      "_origin": "ast",
      "id": "worked_example_raw_parser_rationale_30",
      "community": 220,
      "norm_label": "extract title, sections, and links from markdown."
    },
    {
      "label": "Parse a JSON document into a structured dict.",
      "file_type": "rationale",
      "source_file": "worked/example/raw/parser.py",
      "source_location": "L50",
      "_origin": "ast",
      "id": "worked_example_raw_parser_rationale_50",
      "community": 220,
      "norm_label": "parse a json document into a structured dict."
    },
    {
      "label": "Split plaintext into paragraphs.",
      "file_type": "rationale",
      "source_file": "worked/example/raw/parser.py",
      "source_location": "L57",
      "_origin": "ast",
      "id": "worked_example_raw_parser_rationale_57",
      "community": 220,
      "norm_label": "split plaintext into paragraphs."
    },
    {
      "label": "Full pipeline: parse, validate, save. Returns the saved record ID.",
      "file_type": "rationale",
      "source_file": "worked/example/raw/parser.py",
      "source_location": "L63",
      "_origin": "ast",
      "id": "worked_example_raw_parser_rationale_63",
      "community": 220,
      "norm_label": "full pipeline: parse, validate, save. returns the saved record id."
    },
    {
      "label": "Parse a list of files and return their record IDs.",
      "file_type": "rationale",
      "source_file": "worked/example/raw/parser.py",
      "source_location": "L71",
      "_origin": "ast",
      "id": "worked_example_raw_parser_rationale_71",
      "community": 176,
      "norm_label": "parse a list of files and return their record ids."
    },
    {
      "label": "processor.py",
      "file_type": "code",
      "source_file": "worked/example/raw/processor.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "worked_example_raw_processor",
      "community": 177,
      "norm_label": "processor.py"
    },
    {
      "label": "normalize_text()",
      "file_type": "code",
      "source_file": "worked/example/raw/processor.py",
      "source_location": "L12",
      "_origin": "ast",
      "id": "worked_example_raw_processor_normalize_text",
      "community": 177,
      "norm_label": "normalize_text()"
    },
    {
      "label": "extract_keywords()",
      "file_type": "code",
      "source_file": "worked/example/raw/processor.py",
      "source_location": "L20",
      "_origin": "ast",
      "id": "worked_example_raw_processor_extract_keywords",
      "community": 177,
      "norm_label": "extract_keywords()"
    },
    {
      "label": "enrich_document()",
      "file_type": "code",
      "source_file": "worked/example/raw/processor.py",
      "source_location": "L32",
      "_origin": "ast",
      "id": "worked_example_raw_processor_enrich_document",
      "community": 177,
      "norm_label": "enrich_document()"
    },
    {
      "label": "find_cross_references()",
      "file_type": "code",
      "source_file": "worked/example/raw/processor.py",
      "source_location": "L44",
      "_origin": "ast",
      "id": "worked_example_raw_processor_find_cross_references",
      "community": 177,
      "norm_label": "find_cross_references()"
    },
    {
      "label": "process_and_save()",
      "file_type": "code",
      "source_file": "worked/example/raw/processor.py",
      "source_location": "L57",
      "_origin": "ast",
      "id": "worked_example_raw_processor_process_and_save",
      "community": 177,
      "norm_label": "process_and_save()"
    },
    {
      "label": "reprocess_all()",
      "file_type": "code",
      "source_file": "worked/example/raw/processor.py",
      "source_location": "L64",
      "_origin": "ast",
      "id": "worked_example_raw_processor_reprocess_all",
      "community": 177,
      "norm_label": "reprocess_all()"
    },
    {
      "label": "Processor module - transforms validated documents into enriched records ready f",
      "file_type": "rationale",
      "source_file": "worked/example/raw/processor.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "worked_example_raw_processor_rationale_1",
      "community": 177,
      "norm_label": "processor module - transforms validated documents into enriched records ready f"
    },
    {
      "label": "Lowercase, strip extra whitespace, remove control characters.",
      "file_type": "rationale",
      "source_file": "worked/example/raw/processor.py",
      "source_location": "L13",
      "_origin": "ast",
      "id": "worked_example_raw_processor_rationale_13",
      "community": 177,
      "norm_label": "lowercase, strip extra whitespace, remove control characters."
    },
    {
      "label": "Pull non-stopword tokens from text, deduplicated.",
      "file_type": "rationale",
      "source_file": "worked/example/raw/processor.py",
      "source_location": "L21",
      "_origin": "ast",
      "id": "worked_example_raw_processor_rationale_21",
      "community": 177,
      "norm_label": "pull non-stopword tokens from text, deduplicated."
    },
    {
      "label": "Add keyword index and cross-references to a validated document.",
      "file_type": "rationale",
      "source_file": "worked/example/raw/processor.py",
      "source_location": "L33",
      "_origin": "ast",
      "id": "worked_example_raw_processor_rationale_33",
      "community": 177,
      "norm_label": "add keyword index and cross-references to a validated document."
    },
    {
      "label": "Look up the index and return IDs of related documents by keyword overlap.",
      "file_type": "rationale",
      "source_file": "worked/example/raw/processor.py",
      "source_location": "L45",
      "_origin": "ast",
      "id": "worked_example_raw_processor_rationale_45",
      "community": 177,
      "norm_label": "look up the index and return ids of related documents by keyword overlap."
    },
    {
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      "_origin": "ast",
      "id": "worked_example_raw_validator",
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      "id": "worked_example_raw_validator_validationerror",
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      "source_location": "",
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      "label": "auth.py",
      "file_type": "code",
      "source_file": "worked/httpx/raw/auth.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "worked_httpx_raw_auth",
      "community": 101,
      "norm_label": "auth.py"
    },
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      "source_file": "worked/httpx/raw/auth.py",
      "source_location": "L12",
      "_origin": "ast",
      "id": "worked_httpx_raw_auth_auth",
      "community": 101,
      "norm_label": "auth"
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      "_origin": "ast",
      "id": "worked_httpx_raw_auth_auth_auth_flow",
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      "norm_label": ".auth_flow()"
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      "label": "BasicAuth",
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      "source_location": "L20",
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      "id": "worked_httpx_raw_auth_basicauth",
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      "norm_label": "basicauth"
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      "id": "worked_httpx_raw_auth_basicauth_init",
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      "id": "worked_httpx_raw_auth_basicauth_auth_flow",
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      "norm_label": ".auth_flow()"
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      "id": "worked_httpx_raw_auth_bearerauth",
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      "norm_label": "bearerauth"
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      "id": "worked_httpx_raw_auth_digestauth",
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      "norm_label": "digestauth"
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      "_origin": "ast",
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      "_origin": "ast",
      "id": "worked_httpx_raw_auth_digestauth_build_credentials",
      "community": 275,
      "norm_label": "._build_credentials()"
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      "label": "NetRCAuth",
      "file_type": "code",
      "source_file": "worked/httpx/raw/auth.py",
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      "_origin": "ast",
      "id": "worked_httpx_raw_auth_netrcauth",
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      "norm_label": "netrcauth"
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      "id": "worked_httpx_raw_auth_netrcauth_auth_flow",
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      "source_location": "L1",
      "_origin": "ast",
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      "id": "worked_httpx_raw_client",
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      "source_location": "L24",
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      "id": "worked_httpx_raw_client_limits",
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      "source_location": "L25",
      "_origin": "ast",
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      "norm_label": "baseclient"
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      "id": "worked_httpx_raw_client_baseclient_build_request",
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      "id": "worked_httpx_raw_client_baseclient_merge_cookies",
      "community": 73,
      "norm_label": "._merge_cookies()"
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      "source_location": "L6",
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