diff --git a/brain/graph/README.md b/brain/graph/README.md
index 7f6fe4a..0778f73 100644
--- a/brain/graph/README.md
+++ b/brain/graph/README.md
@@ -2,18 +2,22 @@
 
 One central, queryable brain that project graphs roll up into.
 
-## Topology
-- `agentic-os.json` — this project's own code graph (built from `graphify . --code-only`).
-- `projects/<name>.json` — each linked project's graph (registered via `link-project.sh`).
-- `central-graph.json` — the MERGED cross-repo brain (union of all the above). This is the artifact everything queries.
-- `serve-brain.sh` — serves `central-graph.json` over HTTP MCP at `http://127.0.0.1:8090/mcp`.
-- Dashboard: the brain directory is mounted at `http://127.0.0.1:8080/brain-graph/`.
+## Topology (two brains)
+1. **Agentic-OS brain (WSL)** — this folder. `agentic-os.json` + merged `central-graph.json`.
+2. **Windows central brain (device-wide, offline, standalone)** — `C:\Users\Austin\Brains\central\`.
+   Its own Python venv + Graphify, serves `central-graph.json` over HTTP MCP at
+   `http://127.0.0.1:8090/mcp` from Windows. No WSL dependency at query time.
+   WSL's `sync-to-windows.sh` pushes the merged graph into it hourly.
 
-## Commands
+Per-project graphs: `projects/<name>.json` (linked via `link-project.sh`) roll
+up into `central-graph.json` here, which is then synced to Windows.
+
+## Commands (WSL side)
 ```
-bash brain/graph/build-central.sh            # rebuild central brain (code graph + merge linked projects)
+bash brain/graph/build-central.sh            # rebuild WSL central brain (code graph + merge linked projects)
 bash brain/graph/link-project.sh <name> <graph.json>   # register a project's graph into the brain
-bash brain/graph/serve-brain.sh             # serve central brain over HTTP MCP (:8090)
+bash brain/graph/sync-to-windows.sh          # rebuild + push merged graph to Windows central brain
+bash brain/graph/serve-brain.sh             # serve WSL central brain over HTTP MCP (:8090)
 ```
 Set `CENTRAL_BRAIN_PORT` to override the serve port (default 8090).
 
diff --git a/brain/graph/agentic-os.json b/brain/graph/agentic-os.json
index 3170465..d065231 100644
--- a/brain/graph/agentic-os.json
+++ b/brain/graph/agentic-os.json
@@ -9,7 +9,7 @@
       "source_file": ".agents/skills/xcode-project-setup/scripts/xcode_spm_setup/Package.swift",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 49,
+      "community": 48,
       "community_name": "Package.swift",
       "norm_label": "package.swift",
       "id": "agents_skills_xcode_project_setup_scripts_xcode_spm_setup_package"
@@ -21,7 +21,7 @@
       "source_file": ".agents/skills/xcode-project-setup/scripts/xcode_spm_setup/Package.swift",
       "source_location": "L2",
       "_origin": "ast",
-      "community": 49,
+      "community": 48,
       "community_name": "Package.swift",
       "norm_label": "packagedescription",
       "id": "packagedescription"
@@ -32,7 +32,7 @@
       "source_file": ".agents/skills/xcode-project-setup/scripts/xcode_spm_setup/Sources/main.swift",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 17,
+      "community": 16,
       "community_name": "main.swift",
       "norm_label": "main.swift",
       "id": "agents_skills_xcode_project_setup_scripts_xcode_spm_setup_sources_main"
@@ -44,7 +44,7 @@
       "source_file": ".agents/skills/xcode-project-setup/scripts/xcode_spm_setup/Sources/main.swift",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 17,
+      "community": 16,
       "community_name": "main.swift",
       "norm_label": "foundation",
       "id": "foundation"
@@ -56,7 +56,7 @@
       "source_file": ".agents/skills/xcode-project-setup/scripts/xcode_spm_setup/Sources/main.swift",
       "source_location": "L2",
       "_origin": "ast",
-      "community": 17,
+      "community": 16,
       "community_name": "main.swift",
       "norm_label": "xcodeproj",
       "id": "xcodeproj"
@@ -68,7 +68,7 @@
       "source_file": ".agents/skills/xcode-project-setup/scripts/xcode_spm_setup/Sources/main.swift",
       "source_location": "L3",
       "_origin": "ast",
-      "community": 17,
+      "community": 16,
       "community_name": "main.swift",
       "norm_label": "pathkit",
       "id": "pathkit"
@@ -79,7 +79,7 @@
       "source_file": ".agents/skills/xcode-project-setup/scripts/xcode_spm_setup/Sources/main.swift",
       "source_location": "L5",
       "_origin": "ast",
-      "community": 17,
+      "community": 16,
       "community_name": "main.swift",
       "norm_label": "isuserscriptsandboxingenabled()",
       "id": "agents_skills_xcode_project_setup_scripts_xcode_spm_setup_sources_main_isuserscriptsandboxingenabled"
@@ -90,7 +90,7 @@
       "source_file": "",
       "source_location": "",
       "_origin": "ast",
-      "community": 17,
+      "community": 16,
       "community_name": "main.swift",
       "norm_label": "pbxproj",
       "id": "pbxproj"
@@ -101,7 +101,7 @@
       "source_file": "",
       "source_location": "",
       "_origin": "ast",
-      "community": 17,
+      "community": 16,
       "community_name": "main.swift",
       "norm_label": "bool",
       "id": "bool"
@@ -112,7 +112,7 @@
       "source_file": ".agents/skills/xcode-project-setup/scripts/xcode_spm_setup/Sources/main.swift",
       "source_location": "L21",
       "_origin": "ast",
-      "community": 17,
+      "community": 16,
       "community_name": "main.swift",
       "norm_label": "hascrashlyticsrunscriptbuildphase()",
       "id": "agents_skills_xcode_project_setup_scripts_xcode_spm_setup_sources_main_hascrashlyticsrunscriptbuildphase"
@@ -123,7 +123,7 @@
       "source_file": ".agents/skills/xcode-project-setup/scripts/xcode_spm_setup/Sources/main.swift",
       "source_location": "L37",
       "_origin": "ast",
-      "community": 17,
+      "community": 16,
       "community_name": "main.swift",
       "norm_label": "addcrashlyticsrunscriptbuildphase()",
       "id": "agents_skills_xcode_project_setup_scripts_xcode_spm_setup_sources_main_addcrashlyticsrunscriptbuildphase"
@@ -134,7 +134,7 @@
       "source_file": ".agents/skills/xcode-project-setup/scripts/xcode_spm_setup/Sources/main.swift",
       "source_location": "L68",
       "_origin": "ast",
-      "community": 17,
+      "community": 16,
       "community_name": "main.swift",
       "norm_label": "setdwarfwithdsymdebuginformationformat()",
       "id": "agents_skills_xcode_project_setup_scripts_xcode_spm_setup_sources_main_setdwarfwithdsymdebuginformationformat"
@@ -145,7 +145,7 @@
       "source_file": ".agents/skills/xcode-project-setup/scripts/xcode_spm_setup/Sources/main.swift",
       "source_location": "L80",
       "_origin": "ast",
-      "community": 17,
+      "community": 16,
       "community_name": "main.swift",
       "norm_label": "main()",
       "id": "agents_skills_xcode_project_setup_scripts_xcode_spm_setup_sources_main_main"
@@ -160,7 +160,7 @@
         "kind": "file"
       },
       "_origin": "ast",
-      "community": 50,
+      "community": 49,
       "community_name": "backup.sh",
       "norm_label": "backup.sh",
       "id": "backup"
@@ -175,7 +175,7 @@
         "kind": "bash_entrypoint"
       },
       "_origin": "ast",
-      "community": 50,
+      "community": 49,
       "community_name": "backup.sh",
       "norm_label": "backup.sh script",
       "id": "backup_sh__entry"
@@ -186,7 +186,7 @@
       "source_file": "dashboard/app.js",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 23,
+      "community": 22,
       "community_name": "app.js",
       "norm_label": "app.js",
       "id": "dashboard_app"
@@ -197,7 +197,7 @@
       "source_file": "dashboard/app.js",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 23,
+      "community": 22,
       "community_name": "app.js",
       "norm_label": "pagecache",
       "id": "dashboard_app_pagecache"
@@ -208,7 +208,7 @@
       "source_file": "dashboard/app.js",
       "source_location": "L5",
       "_origin": "ast",
-      "community": 23,
+      "community": 22,
       "community_name": "app.js",
       "norm_label": "loadpage()",
       "id": "dashboard_app_loadpage"
@@ -219,7 +219,7 @@
       "source_file": "dashboard/app.js",
       "source_location": "L16",
       "_origin": "ast",
-      "community": 23,
+      "community": 22,
       "community_name": "app.js",
       "norm_label": "loadscript()",
       "id": "dashboard_app_loadscript"
@@ -230,7 +230,7 @@
       "source_file": "dashboard/app.js",
       "source_location": "L27",
       "_origin": "ast",
-      "community": 23,
+      "community": 22,
       "community_name": "app.js",
       "norm_label": "navigate()",
       "id": "dashboard_app_navigate"
@@ -241,7 +241,7 @@
       "source_file": "dashboard/app.js",
       "source_location": "L65",
       "_origin": "ast",
-      "community": 23,
+      "community": 22,
       "community_name": "app.js",
       "norm_label": "capitalize()",
       "id": "dashboard_app_capitalize"
@@ -252,7 +252,7 @@
       "source_file": "dashboard/app.js",
       "source_location": "L67",
       "_origin": "ast",
-      "community": 23,
+      "community": 22,
       "community_name": "app.js",
       "norm_label": "updateagentstatus()",
       "id": "dashboard_app_updateagentstatus"
@@ -263,7 +263,7 @@
       "source_file": "dashboard/pages/agent-health.js",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 24,
+      "community": 23,
       "community_name": "agent-health.js",
       "norm_label": "agent-health.js",
       "id": "dashboard_pages_agent_health"
@@ -274,7 +274,7 @@
       "source_file": "dashboard/pages/agent-health.js",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 24,
+      "community": 23,
       "community_name": "agent-health.js",
       "norm_label": "renderagenthealth()",
       "id": "dashboard_pages_agent_health_renderagenthealth"
@@ -285,7 +285,7 @@
       "source_file": "dashboard/pages/agent-health.js",
       "source_location": "L27",
       "_origin": "ast",
-      "community": 24,
+      "community": 23,
       "community_name": "agent-health.js",
       "norm_label": "loadagents()",
       "id": "dashboard_pages_agent_health_loadagents"
@@ -296,7 +296,7 @@
       "source_file": "dashboard/pages/agent-health.js",
       "source_location": "L91",
       "_origin": "ast",
-      "community": 24,
+      "community": 23,
       "community_name": "agent-health.js",
       "norm_label": "showaddagentmodal()",
       "id": "dashboard_pages_agent_health_showaddagentmodal"
@@ -307,7 +307,7 @@
       "source_file": "dashboard/pages/agent-health.js",
       "source_location": "L168",
       "_origin": "ast",
-      "community": 24,
+      "community": 23,
       "community_name": "agent-health.js",
       "norm_label": "updateagentform()",
       "id": "dashboard_pages_agent_health_updateagentform"
@@ -318,7 +318,7 @@
       "source_file": "dashboard/pages/agent-health.js",
       "source_location": "L174",
       "_origin": "ast",
-      "community": 24,
+      "community": 23,
       "community_name": "agent-health.js",
       "norm_label": "registeragent()",
       "id": "dashboard_pages_agent_health_registeragent"
@@ -329,7 +329,7 @@
       "source_file": "dashboard/pages/agent-health.js",
       "source_location": "L211",
       "_origin": "ast",
-      "community": 24,
+      "community": 23,
       "community_name": "agent-health.js",
       "norm_label": "removeagent()",
       "id": "dashboard_pages_agent_health_removeagent"
@@ -340,7 +340,7 @@
       "source_file": "dashboard/pages/audit.js",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 32,
+      "community": 31,
       "community_name": "audit.js",
       "norm_label": "audit.js",
       "id": "dashboard_pages_audit"
@@ -351,7 +351,7 @@
       "source_file": "dashboard/pages/audit.js",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 32,
+      "community": 31,
       "community_name": "audit.js",
       "norm_label": "renderaudit()",
       "id": "dashboard_pages_audit_renderaudit"
@@ -362,7 +362,7 @@
       "source_file": "dashboard/pages/audit.js",
       "source_location": "L34",
       "_origin": "ast",
-      "community": 32,
+      "community": 31,
       "community_name": "audit.js",
       "norm_label": "_allauditentries",
       "id": "dashboard_pages_audit_allauditentries"
@@ -373,7 +373,7 @@
       "source_file": "dashboard/pages/audit.js",
       "source_location": "L36",
       "_origin": "ast",
-      "community": 32,
+      "community": 31,
       "community_name": "audit.js",
       "norm_label": "refreshaudit()",
       "id": "dashboard_pages_audit_refreshaudit"
@@ -384,7 +384,7 @@
       "source_file": "dashboard/pages/audit.js",
       "source_location": "L48",
       "_origin": "ast",
-      "community": 32,
+      "community": 31,
       "community_name": "audit.js",
       "norm_label": "applyauditfilter()",
       "id": "dashboard_pages_audit_applyauditfilter"
@@ -395,7 +395,7 @@
       "source_file": "dashboard/pages/audit.js",
       "source_location": "L81",
       "_origin": "ast",
-      "community": 32,
+      "community": 31,
       "community_name": "audit.js",
       "norm_label": "clearauditfilters()",
       "id": "dashboard_pages_audit_clearauditfilters"
@@ -406,7 +406,7 @@
       "source_file": "dashboard/pages/backups.js",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 35,
+      "community": 34,
       "community_name": "backups.js",
       "norm_label": "backups.js",
       "id": "dashboard_pages_backups"
@@ -417,7 +417,7 @@
       "source_file": "dashboard/pages/backups.js",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 35,
+      "community": 34,
       "community_name": "backups.js",
       "norm_label": "renderbackups()",
       "id": "dashboard_pages_backups_renderbackups"
@@ -428,7 +428,7 @@
       "source_file": "dashboard/pages/backups.js",
       "source_location": "L46",
       "_origin": "ast",
-      "community": 35,
+      "community": 34,
       "community_name": "backups.js",
       "norm_label": "createbackup()",
       "id": "dashboard_pages_backups_createbackup"
@@ -439,7 +439,7 @@
       "source_file": "dashboard/pages/backups.js",
       "source_location": "L56",
       "_origin": "ast",
-      "community": 35,
+      "community": 34,
       "community_name": "backups.js",
       "norm_label": "restorebackup()",
       "id": "dashboard_pages_backups_restorebackup"
@@ -450,7 +450,7 @@
       "source_file": "dashboard/pages/backups.js",
       "source_location": "L68",
       "_origin": "ast",
-      "community": 35,
+      "community": 34,
       "community_name": "backups.js",
       "norm_label": "confirmrestore()",
       "id": "dashboard_pages_backups_confirmrestore"
@@ -615,7 +615,7 @@
       "source_file": "dashboard/pages/cost.js",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 40,
+      "community": 39,
       "community_name": "cost.js",
       "norm_label": "cost.js",
       "id": "dashboard_pages_cost"
@@ -626,7 +626,7 @@
       "source_file": "dashboard/pages/cost.js",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 40,
+      "community": 39,
       "community_name": "cost.js",
       "norm_label": "rendercost()",
       "id": "dashboard_pages_cost_rendercost"
@@ -637,7 +637,7 @@
       "source_file": "dashboard/pages/cost.js",
       "source_location": "L118",
       "_origin": "ast",
-      "community": 40,
+      "community": 39,
       "community_name": "cost.js",
       "norm_label": "recordtestcost()",
       "id": "dashboard_pages_cost_recordtestcost"
@@ -648,7 +648,7 @@
       "source_file": "dashboard/pages/cost.js",
       "source_location": "L144",
       "_origin": "ast",
-      "community": 40,
+      "community": 39,
       "community_name": "cost.js",
       "norm_label": "submitcostrecord()",
       "id": "dashboard_pages_cost_submitcostrecord"
@@ -659,7 +659,7 @@
       "source_file": "dashboard/pages/dashboard.js",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 41,
+      "community": 40,
       "community_name": "dashboard.js",
       "norm_label": "dashboard.js",
       "id": "dashboard_pages_dashboard"
@@ -670,7 +670,7 @@
       "source_file": "dashboard/pages/dashboard.js",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 41,
+      "community": 40,
       "community_name": "dashboard.js",
       "norm_label": "renderdashboard()",
       "id": "dashboard_pages_dashboard_renderdashboard"
@@ -681,7 +681,7 @@
       "source_file": "dashboard/pages/dashboard.js",
       "source_location": "L101",
       "_origin": "ast",
-      "community": 41,
+      "community": 40,
       "community_name": "dashboard.js",
       "norm_label": "runquickskill()",
       "id": "dashboard_pages_dashboard_runquickskill"
@@ -692,7 +692,7 @@
       "source_file": "dashboard/pages/dashboard.js",
       "source_location": "L130",
       "_origin": "ast",
-      "community": 41,
+      "community": 40,
       "community_name": "dashboard.js",
       "norm_label": "executequickrun()",
       "id": "dashboard_pages_dashboard_executequickrun"
@@ -703,7 +703,7 @@
       "source_file": "dashboard/pages/goals.js",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 27,
+      "community": 26,
       "community_name": "goals.js",
       "norm_label": "goals.js",
       "id": "dashboard_pages_goals"
@@ -714,7 +714,7 @@
       "source_file": "dashboard/pages/goals.js",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 27,
+      "community": 26,
       "community_name": "goals.js",
       "norm_label": "rendergoals()",
       "id": "dashboard_pages_goals_rendergoals"
@@ -725,7 +725,7 @@
       "source_file": "dashboard/pages/goals.js",
       "source_location": "L85",
       "_origin": "ast",
-      "community": 27,
+      "community": 26,
       "community_name": "goals.js",
       "norm_label": "showcreategoalmodal()",
       "id": "dashboard_pages_goals_showcreategoalmodal"
@@ -736,7 +736,7 @@
       "source_file": "dashboard/pages/goals.js",
       "source_location": "L129",
       "_origin": "ast",
-      "community": 27,
+      "community": 26,
       "community_name": "goals.js",
       "norm_label": "creategoal()",
       "id": "dashboard_pages_goals_creategoal"
@@ -747,7 +747,7 @@
       "source_file": "dashboard/pages/goals.js",
       "source_location": "L147",
       "_origin": "ast",
-      "community": 27,
+      "community": 26,
       "community_name": "goals.js",
       "norm_label": "updategoalprogress()",
       "id": "dashboard_pages_goals_updategoalprogress"
@@ -758,7 +758,7 @@
       "source_file": "dashboard/pages/goals.js",
       "source_location": "L157",
       "_origin": "ast",
-      "community": 27,
+      "community": 26,
       "community_name": "goals.js",
       "norm_label": "completegoal()",
       "id": "dashboard_pages_goals_completegoal"
@@ -769,7 +769,7 @@
       "source_file": "dashboard/pages/goals.js",
       "source_location": "L167",
       "_origin": "ast",
-      "community": 27,
+      "community": 26,
       "community_name": "goals.js",
       "norm_label": "deletegoal()",
       "id": "dashboard_pages_goals_deletegoal"
@@ -780,7 +780,7 @@
       "source_file": "dashboard/pages/journal.js",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 21,
+      "community": 20,
       "community_name": "journal.js",
       "norm_label": "journal.js",
       "id": "dashboard_pages_journal"
@@ -791,7 +791,7 @@
       "source_file": "dashboard/pages/journal.js",
       "source_location": "L3",
       "_origin": "ast",
-      "community": 21,
+      "community": 20,
       "community_name": "journal.js",
       "norm_label": "renderjournal()",
       "id": "dashboard_pages_journal_renderjournal"
@@ -802,7 +802,7 @@
       "source_file": "dashboard/pages/journal.js",
       "source_location": "L53",
       "_origin": "ast",
-      "community": 21,
+      "community": 20,
       "community_name": "journal.js",
       "norm_label": "formatdatedisplay()",
       "id": "dashboard_pages_journal_formatdatedisplay"
@@ -813,7 +813,7 @@
       "source_file": "dashboard/pages/journal.js",
       "source_location": "L59",
       "_origin": "ast",
-      "community": 21,
+      "community": 20,
       "community_name": "journal.js",
       "norm_label": "schedulejournalsave()",
       "id": "dashboard_pages_journal_schedulejournalsave"
@@ -824,7 +824,7 @@
       "source_file": "dashboard/pages/journal.js",
       "source_location": "L66",
       "_origin": "ast",
-      "community": 21,
+      "community": 20,
       "community_name": "journal.js",
       "norm_label": "savejournalentry()",
       "id": "dashboard_pages_journal_savejournalentry"
@@ -835,7 +835,7 @@
       "source_file": "dashboard/pages/journal.js",
       "source_location": "L85",
       "_origin": "ast",
-      "community": 21,
+      "community": 20,
       "community_name": "journal.js",
       "norm_label": "loadjournalentry()",
       "id": "dashboard_pages_journal_loadjournalentry"
@@ -846,7 +846,7 @@
       "source_file": "dashboard/pages/journal.js",
       "source_location": "L104",
       "_origin": "ast",
-      "community": 21,
+      "community": 20,
       "community_name": "journal.js",
       "norm_label": "loadjournalentries()",
       "id": "dashboard_pages_journal_loadjournalentries"
@@ -857,7 +857,7 @@
       "source_file": "dashboard/pages/journal.js",
       "source_location": "L142",
       "_origin": "ast",
-      "community": 21,
+      "community": 20,
       "community_name": "journal.js",
       "norm_label": "searchjournal()",
       "id": "dashboard_pages_journal_searchjournal"
@@ -890,7 +890,7 @@
       "source_file": "dashboard/pages/memory.js",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 42,
+      "community": 41,
       "community_name": "memory.js",
       "norm_label": "memory.js",
       "id": "dashboard_pages_memory"
@@ -901,7 +901,7 @@
       "source_file": "dashboard/pages/memory.js",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 42,
+      "community": 41,
       "community_name": "memory.js",
       "norm_label": "rendermemory()",
       "id": "dashboard_pages_memory_rendermemory"
@@ -912,7 +912,7 @@
       "source_file": "dashboard/pages/memory.js",
       "source_location": "L38",
       "_origin": "ast",
-      "community": 42,
+      "community": 41,
       "community_name": "memory.js",
       "norm_label": "editmemory()",
       "id": "dashboard_pages_memory_editmemory"
@@ -923,7 +923,7 @@
       "source_file": "dashboard/pages/memory.js",
       "source_location": "L57",
       "_origin": "ast",
-      "community": 42,
+      "community": 41,
       "community_name": "memory.js",
       "norm_label": "savememory()",
       "id": "dashboard_pages_memory_savememory"
@@ -934,7 +934,7 @@
       "source_file": "dashboard/pages/plugins.js",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 22,
+      "community": 21,
       "community_name": "plugins.js",
       "norm_label": "plugins.js",
       "id": "dashboard_pages_plugins"
@@ -945,7 +945,7 @@
       "source_file": "dashboard/pages/plugins.js",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 22,
+      "community": 21,
       "community_name": "plugins.js",
       "norm_label": "renderplugins()",
       "id": "dashboard_pages_plugins_renderplugins"
@@ -956,7 +956,7 @@
       "source_file": "dashboard/pages/plugins.js",
       "source_location": "L73",
       "_origin": "ast",
-      "community": 22,
+      "community": 21,
       "community_name": "plugins.js",
       "norm_label": "renderplugintable()",
       "id": "dashboard_pages_plugins_renderplugintable"
@@ -967,7 +967,7 @@
       "source_file": "dashboard/pages/plugins.js",
       "source_location": "L103",
       "_origin": "ast",
-      "community": 22,
+      "community": 21,
       "community_name": "plugins.js",
       "norm_label": "renderintegrations()",
       "id": "dashboard_pages_plugins_renderintegrations"
@@ -978,7 +978,7 @@
       "source_file": "dashboard/pages/plugins.js",
       "source_location": "L123",
       "_origin": "ast",
-      "community": 22,
+      "community": 21,
       "community_name": "plugins.js",
       "norm_label": "showinstallplugin()",
       "id": "dashboard_pages_plugins_showinstallplugin"
@@ -989,7 +989,7 @@
       "source_file": "dashboard/pages/plugins.js",
       "source_location": "L127",
       "_origin": "ast",
-      "community": 22,
+      "community": 21,
       "community_name": "plugins.js",
       "norm_label": "installpluginfromrepo()",
       "id": "dashboard_pages_plugins_installpluginfromrepo"
@@ -1000,7 +1000,7 @@
       "source_file": "dashboard/pages/plugins.js",
       "source_location": "L149",
       "_origin": "ast",
-      "community": 22,
+      "community": 21,
       "community_name": "plugins.js",
       "norm_label": "uninstallplugin()",
       "id": "dashboard_pages_plugins_uninstallplugin"
@@ -1011,7 +1011,7 @@
       "source_file": "dashboard/pages/plugins.js",
       "source_location": "L160",
       "_origin": "ast",
-      "community": 22,
+      "community": 21,
       "community_name": "plugins.js",
       "norm_label": "addintegration()",
       "id": "dashboard_pages_plugins_addintegration"
@@ -1022,7 +1022,7 @@
       "source_file": "dashboard/pages/prompts.js",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 44,
+      "community": 43,
       "community_name": "prompts.js",
       "norm_label": "prompts.js",
       "id": "dashboard_pages_prompts"
@@ -1033,7 +1033,7 @@
       "source_file": "dashboard/pages/prompts.js",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 44,
+      "community": 43,
       "community_name": "prompts.js",
       "norm_label": "renderprompts()",
       "id": "dashboard_pages_prompts_renderprompts"
@@ -1044,7 +1044,7 @@
       "source_file": "dashboard/pages/prompts.js",
       "source_location": "L41",
       "_origin": "ast",
-      "community": 44,
+      "community": 43,
       "community_name": "prompts.js",
       "norm_label": "viewprompt()",
       "id": "dashboard_pages_prompts_viewprompt"
@@ -1055,7 +1055,7 @@
       "source_file": "dashboard/pages/prompts.js",
       "source_location": "L61",
       "_origin": "ast",
-      "community": 44,
+      "community": 43,
       "community_name": "prompts.js",
       "norm_label": "copypromptfrommodal()",
       "id": "dashboard_pages_prompts_copypromptfrommodal"
@@ -1066,7 +1066,7 @@
       "source_file": "dashboard/pages/scheduler.js",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 36,
+      "community": 35,
       "community_name": "scheduler.js",
       "norm_label": "scheduler.js",
       "id": "dashboard_pages_scheduler"
@@ -1077,7 +1077,7 @@
       "source_file": "dashboard/pages/scheduler.js",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 36,
+      "community": 35,
       "community_name": "scheduler.js",
       "norm_label": "renderscheduler()",
       "id": "dashboard_pages_scheduler_renderscheduler"
@@ -1088,7 +1088,7 @@
       "source_file": "dashboard/pages/scheduler.js",
       "source_location": "L48",
       "_origin": "ast",
-      "community": 36,
+      "community": 35,
       "community_name": "scheduler.js",
       "norm_label": "showaddjob()",
       "id": "dashboard_pages_scheduler_showaddjob"
@@ -1099,7 +1099,7 @@
       "source_file": "dashboard/pages/scheduler.js",
       "source_location": "L75",
       "_origin": "ast",
-      "community": 36,
+      "community": 35,
       "community_name": "scheduler.js",
       "norm_label": "createjob()",
       "id": "dashboard_pages_scheduler_createjob"
@@ -1110,7 +1110,7 @@
       "source_file": "dashboard/pages/scheduler.js",
       "source_location": "L90",
       "_origin": "ast",
-      "community": 36,
+      "community": 35,
       "community_name": "scheduler.js",
       "norm_label": "deletejob()",
       "id": "dashboard_pages_scheduler_deletejob"
@@ -1121,7 +1121,7 @@
       "source_file": "dashboard/pages/session-replay.js",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 45,
+      "community": 44,
       "community_name": "session-replay.js",
       "norm_label": "session-replay.js",
       "id": "dashboard_pages_session_replay"
@@ -1132,7 +1132,7 @@
       "source_file": "dashboard/pages/session-replay.js",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 45,
+      "community": 44,
       "community_name": "session-replay.js",
       "norm_label": "rendersessionreplay()",
       "id": "dashboard_pages_session_replay_rendersessionreplay"
@@ -1143,7 +1143,7 @@
       "source_file": "dashboard/pages/session-replay.js",
       "source_location": "L47",
       "_origin": "ast",
-      "community": 45,
+      "community": 44,
       "community_name": "session-replay.js",
       "norm_label": "replaysession()",
       "id": "dashboard_pages_session_replay_replaysession"
@@ -1154,7 +1154,7 @@
       "source_file": "dashboard/pages/session-replay.js",
       "source_location": "L83",
       "_origin": "ast",
-      "community": 45,
+      "community": 44,
       "community_name": "session-replay.js",
       "norm_label": "formatsize()",
       "id": "dashboard_pages_session_replay_formatsize"
@@ -1165,7 +1165,7 @@
       "source_file": "dashboard/pages/settings.js",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 33,
+      "community": 32,
       "community_name": "settings.js",
       "norm_label": "settings.js",
       "id": "dashboard_pages_settings"
@@ -1176,7 +1176,7 @@
       "source_file": "dashboard/pages/settings.js",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 33,
+      "community": 32,
       "community_name": "settings.js",
       "norm_label": "rendersettings()",
       "id": "dashboard_pages_settings_rendersettings"
@@ -1187,7 +1187,7 @@
       "source_file": "dashboard/pages/settings.js",
       "source_location": "L114",
       "_origin": "ast",
-      "community": 33,
+      "community": 32,
       "community_name": "settings.js",
       "norm_label": "toggleagent()",
       "id": "dashboard_pages_settings_toggleagent"
@@ -1198,7 +1198,7 @@
       "source_file": "dashboard/pages/settings.js",
       "source_location": "L121",
       "_origin": "ast",
-      "community": 33,
+      "community": 32,
       "community_name": "settings.js",
       "norm_label": "saveallsettings()",
       "id": "dashboard_pages_settings_saveallsettings"
@@ -1209,7 +1209,7 @@
       "source_file": "dashboard/pages/settings.js",
       "source_location": "L156",
       "_origin": "ast",
-      "community": 33,
+      "community": 32,
       "community_name": "settings.js",
       "norm_label": "resetsettings()",
       "id": "dashboard_pages_settings_resetsettings"
@@ -1220,7 +1220,7 @@
       "source_file": "dashboard/pages/settings.js",
       "source_location": "L167",
       "_origin": "ast",
-      "community": 33,
+      "community": 32,
       "community_name": "settings.js",
       "norm_label": "confirmreset()",
       "id": "dashboard_pages_settings_confirmreset"
@@ -1231,7 +1231,7 @@
       "source_file": "dashboard/pages/setup-wizard.js",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 28,
+      "community": 27,
       "community_name": "setup-wizard.js",
       "norm_label": "setup-wizard.js",
       "id": "dashboard_pages_setup_wizard"
@@ -1242,7 +1242,7 @@
       "source_file": "dashboard/pages/setup-wizard.js",
       "source_location": "L2",
       "_origin": "ast",
-      "community": 28,
+      "community": 27,
       "community_name": "setup-wizard.js",
       "norm_label": "setupsteps",
       "id": "dashboard_pages_setup_wizard_setupsteps"
@@ -1253,7 +1253,7 @@
       "source_file": "dashboard/pages/setup-wizard.js",
       "source_location": "L9",
       "_origin": "ast",
-      "community": 28,
+      "community": 27,
       "community_name": "setup-wizard.js",
       "norm_label": "rendersetupwizard()",
       "id": "dashboard_pages_setup_wizard_rendersetupwizard"
@@ -1264,7 +1264,7 @@
       "source_file": "dashboard/pages/setup-wizard.js",
       "source_location": "L26",
       "_origin": "ast",
-      "community": 28,
+      "community": 27,
       "community_name": "setup-wizard.js",
       "norm_label": "renderwizardstep()",
       "id": "dashboard_pages_setup_wizard_renderwizardstep"
@@ -1275,7 +1275,7 @@
       "source_file": "dashboard/pages/setup-wizard.js",
       "source_location": "L116",
       "_origin": "ast",
-      "community": 28,
+      "community": 27,
       "community_name": "setup-wizard.js",
       "norm_label": "nextwizardstep()",
       "id": "dashboard_pages_setup_wizard_nextwizardstep"
@@ -1286,7 +1286,7 @@
       "source_file": "dashboard/pages/setup-wizard.js",
       "source_location": "L121",
       "_origin": "ast",
-      "community": 28,
+      "community": 27,
       "community_name": "setup-wizard.js",
       "norm_label": "prevwizardstep()",
       "id": "dashboard_pages_setup_wizard_prevwizardstep"
@@ -1297,7 +1297,7 @@
       "source_file": "dashboard/pages/setup-wizard.js",
       "source_location": "L125",
       "_origin": "ast",
-      "community": 28,
+      "community": 27,
       "community_name": "setup-wizard.js",
       "norm_label": "finishsetup()",
       "id": "dashboard_pages_setup_wizard_finishsetup"
@@ -1308,7 +1308,7 @@
       "source_file": "dashboard/pages/smart-router.js",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 29,
+      "community": 28,
       "community_name": "smart-router.js",
       "norm_label": "smart-router.js",
       "id": "dashboard_pages_smart_router"
@@ -1319,7 +1319,7 @@
       "source_file": "dashboard/pages/smart-router.js",
       "source_location": "L2",
       "_origin": "ast",
-      "community": 29,
+      "community": 28,
       "community_name": "smart-router.js",
       "norm_label": "router_agent_meta",
       "id": "dashboard_pages_smart_router_router_agent_meta"
@@ -1330,7 +1330,7 @@
       "source_file": "dashboard/pages/smart-router.js",
       "source_location": "L10",
       "_origin": "ast",
-      "community": 29,
+      "community": 28,
       "community_name": "smart-router.js",
       "norm_label": "routeragentmeta()",
       "id": "dashboard_pages_smart_router_routeragentmeta"
@@ -1341,7 +1341,7 @@
       "source_file": "dashboard/pages/smart-router.js",
       "source_location": "L14",
       "_origin": "ast",
-      "community": 29,
+      "community": 28,
       "community_name": "smart-router.js",
       "norm_label": "rendersmartrouter()",
       "id": "dashboard_pages_smart_router_rendersmartrouter"
@@ -1352,7 +1352,7 @@
       "source_file": "dashboard/pages/smart-router.js",
       "source_location": "L57",
       "_origin": "ast",
-      "community": 29,
+      "community": 28,
       "community_name": "smart-router.js",
       "norm_label": "loadrouteragents()",
       "id": "dashboard_pages_smart_router_loadrouteragents"
@@ -1363,7 +1363,7 @@
       "source_file": "dashboard/pages/smart-router.js",
       "source_location": "L93",
       "_origin": "ast",
-      "community": 29,
+      "community": 28,
       "community_name": "smart-router.js",
       "norm_label": "suggestrouter()",
       "id": "dashboard_pages_smart_router_suggestrouter"
@@ -1374,7 +1374,7 @@
       "source_file": "dashboard/pages/smart-router.js",
       "source_location": "L141",
       "_origin": "ast",
-      "community": 29,
+      "community": 28,
       "community_name": "smart-router.js",
       "norm_label": "routetask()",
       "id": "dashboard_pages_smart_router_routetask"
@@ -1385,7 +1385,7 @@
       "source_file": "dashboard/pages/standards.js",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 46,
+      "community": 45,
       "community_name": "standards.js",
       "norm_label": "standards.js",
       "id": "dashboard_pages_standards"
@@ -1396,7 +1396,7 @@
       "source_file": "dashboard/pages/standards.js",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 46,
+      "community": 45,
       "community_name": "standards.js",
       "norm_label": "renderstandards()",
       "id": "dashboard_pages_standards_renderstandards"
@@ -1407,7 +1407,7 @@
       "source_file": "dashboard/pages/standards.js",
       "source_location": "L43",
       "_origin": "ast",
-      "community": 46,
+      "community": 45,
       "community_name": "standards.js",
       "norm_label": "viewstandard()",
       "id": "dashboard_pages_standards_viewstandard"
@@ -1418,7 +1418,7 @@
       "source_file": "dashboard/pages/standards.js",
       "source_location": "L58",
       "_origin": "ast",
-      "community": 46,
+      "community": 45,
       "community_name": "standards.js",
       "norm_label": "rundiscovery()",
       "id": "dashboard_pages_standards_rundiscovery"
@@ -1459,7 +1459,7 @@
       "source_file": "",
       "source_location": "",
       "_origin": "ast",
-      "community": 20,
+      "community": 19,
       "community_name": "scheduler.py",
       "norm_label": "backgroundscheduler",
       "id": "backgroundscheduler"
@@ -1470,7 +1470,7 @@
       "source_file": "scripts/update-api-docs.py",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 30,
+      "community": 29,
       "community_name": "update_docs",
       "norm_label": "update-api-docs.py",
       "id": "scripts_update_api_docs"
@@ -1481,7 +1481,7 @@
       "source_file": "scripts/update-api-docs.py",
       "source_location": "L14",
       "_origin": "ast",
-      "community": 30,
+      "community": 29,
       "community_name": "update_docs",
       "norm_label": "extract_endpoints()",
       "id": "scripts_update_api_docs_extract_endpoints"
@@ -1492,7 +1492,7 @@
       "source_file": "scripts/update-api-docs.py",
       "source_location": "L32",
       "_origin": "ast",
-      "community": 30,
+      "community": 29,
       "community_name": "update_docs",
       "norm_label": "generate_api_table()",
       "id": "scripts_update_api_docs_generate_api_table"
@@ -1503,7 +1503,7 @@
       "source_file": "scripts/update-api-docs.py",
       "source_location": "L55",
       "_origin": "ast",
-      "community": 30,
+      "community": 29,
       "community_name": "update_docs",
       "norm_label": "update_docs()",
       "id": "scripts_update_api_docs_update_docs"
@@ -1514,7 +1514,7 @@
       "source_file": "scripts/update-api-docs.py",
       "source_location": "L15",
       "_origin": "ast",
-      "community": 30,
+      "community": 29,
       "community_name": "update_docs",
       "norm_label": "parse server.py for fastapi route definitions.",
       "id": "scripts_update_api_docs_rationale_15"
@@ -1525,7 +1525,7 @@
       "source_file": "scripts/update-api-docs.py",
       "source_location": "L33",
       "_origin": "ast",
-      "community": 30,
+      "community": 29,
       "community_name": "update_docs",
       "norm_label": "generate markdown table for api reference.",
       "id": "scripts_update_api_docs_rationale_33"
@@ -1536,7 +1536,7 @@
       "source_file": "scripts/update-api-docs.py",
       "source_location": "L56",
       "_origin": "ast",
-      "community": 30,
+      "community": 29,
       "community_name": "update_docs",
       "norm_label": "update the api reference section in docs/readme.md.",
       "id": "scripts_update_api_docs_rationale_56"
@@ -1547,7 +1547,7 @@
       "source_file": "",
       "source_location": "",
       "_origin": "ast",
-      "community": 10,
+      "community": 0,
       "community_name": "BaseModel",
       "norm_label": "basemodel",
       "id": "basemodel"
@@ -1558,7 +1558,7 @@
       "source_file": "",
       "source_location": "",
       "_origin": "ast",
-      "community": 17,
+      "community": 8,
       "community_name": "main.swift",
       "norm_label": "path",
       "id": "path"
@@ -1826,7 +1826,7 @@
         "kind": "file"
       },
       "_origin": "ast",
-      "community": 52,
+      "community": 51,
       "norm_label": "link-project.sh",
       "community_name": "link-project.sh",
       "id": "brain_graph_link_project"
@@ -1841,7 +1841,7 @@
         "kind": "bash_entrypoint"
       },
       "_origin": "ast",
-      "community": 52,
+      "community": 51,
       "norm_label": "link-project.sh script",
       "community_name": "link-project.sh",
       "id": "brain_graph_link_project_sh__entry"
@@ -1856,7 +1856,7 @@
         "kind": "file"
       },
       "_origin": "ast",
-      "community": 53,
+      "community": 52,
       "norm_label": "serve-brain.sh",
       "community_name": "serve-brain.sh",
       "id": "brain_graph_serve_brain"
@@ -1871,7 +1871,7 @@
         "kind": "bash_entrypoint"
       },
       "_origin": "ast",
-      "community": 53,
+      "community": 52,
       "norm_label": "serve-brain.sh script",
       "community_name": "serve-brain.sh",
       "id": "brain_graph_serve_brain_sh__entry"
@@ -1904,7 +1904,7 @@
       "source_file": "dashboard/pages/agent-insights.js",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 25,
+      "community": 24,
       "norm_label": "agent-insights.js",
       "community_name": "agent-insights.js",
       "id": "dashboard_pages_agent_insights"
@@ -1915,7 +1915,7 @@
       "source_file": "dashboard/pages/agent-insights.js",
       "source_location": "L6",
       "_origin": "ast",
-      "community": 25,
+      "community": 24,
       "norm_label": "fmtduration()",
       "community_name": "agent-insights.js",
       "id": "dashboard_pages_agent_insights_fmtduration"
@@ -1926,7 +1926,7 @@
       "source_file": "dashboard/pages/agent-insights.js",
       "source_location": "L16",
       "_origin": "ast",
-      "community": 25,
+      "community": 24,
       "norm_label": "agentcolor()",
       "community_name": "agent-insights.js",
       "id": "dashboard_pages_agent_insights_agentcolor"
@@ -1937,7 +1937,7 @@
       "source_file": "dashboard/pages/agent-insights.js",
       "source_location": "L25",
       "_origin": "ast",
-      "community": 25,
+      "community": 24,
       "norm_label": "_charts",
       "community_name": "agent-insights.js",
       "id": "dashboard_pages_agent_insights_charts"
@@ -1948,7 +1948,7 @@
       "source_file": "dashboard/pages/agent-insights.js",
       "source_location": "L26",
       "_origin": "ast",
-      "community": 25,
+      "community": 24,
       "norm_label": "destroycharts()",
       "community_name": "agent-insights.js",
       "id": "dashboard_pages_agent_insights_destroycharts"
@@ -1959,7 +1959,7 @@
       "source_file": "dashboard/pages/agent-insights.js",
       "source_location": "L31",
       "_origin": "ast",
-      "community": 25,
+      "community": 24,
       "norm_label": "renderagentinsights()",
       "community_name": "agent-insights.js",
       "id": "dashboard_pages_agent_insights_renderagentinsights"
@@ -1970,7 +1970,7 @@
       "source_file": "dashboard/pages/agent-insights.js",
       "source_location": "L190",
       "_origin": "ast",
-      "community": 25,
+      "community": 24,
       "norm_label": "recomputeandrenderinsights()",
       "community_name": "agent-insights.js",
       "id": "dashboard_pages_agent_insights_recomputeandrenderinsights"
@@ -1981,7 +1981,7 @@
       "source_file": "dashboard/pages/agent-time.js",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 26,
+      "community": 25,
       "norm_label": "agent-time.js",
       "community_name": "agent-time.js",
       "id": "dashboard_pages_agent_time"
@@ -1992,7 +1992,7 @@
       "source_file": "dashboard/pages/agent-time.js",
       "source_location": "L5",
       "_origin": "ast",
-      "community": 26,
+      "community": 25,
       "norm_label": "fmtduration()",
       "community_name": "agent-time.js",
       "id": "dashboard_pages_agent_time_fmtduration"
@@ -2003,7 +2003,7 @@
       "source_file": "dashboard/pages/agent-time.js",
       "source_location": "L15",
       "_origin": "ast",
-      "community": 26,
+      "community": 25,
       "norm_label": "fmthms()",
       "community_name": "agent-time.js",
       "id": "dashboard_pages_agent_time_fmthms"
@@ -2014,7 +2014,7 @@
       "source_file": "dashboard/pages/agent-time.js",
       "source_location": "L24",
       "_origin": "ast",
-      "community": 26,
+      "community": 25,
       "norm_label": "agentcolor()",
       "community_name": "agent-time.js",
       "id": "dashboard_pages_agent_time_agentcolor"
@@ -2025,7 +2025,7 @@
       "source_file": "dashboard/pages/agent-time.js",
       "source_location": "L39",
       "_origin": "ast",
-      "community": 26,
+      "community": 25,
       "norm_label": "renderagenttime()",
       "community_name": "agent-time.js",
       "id": "dashboard_pages_agent_time_renderagenttime"
@@ -2036,7 +2036,7 @@
       "source_file": "dashboard/pages/agent-time.js",
       "source_location": "L64",
       "_origin": "ast",
-      "community": 26,
+      "community": 25,
       "norm_label": "loadagenttime()",
       "community_name": "agent-time.js",
       "id": "dashboard_pages_agent_time_loadagenttime"
@@ -2047,7 +2047,7 @@
       "source_file": "dashboard/pages/agent-time.js",
       "source_location": "L162",
       "_origin": "ast",
-      "community": 26,
+      "community": 25,
       "norm_label": "recomputeagenttime()",
       "community_name": "agent-time.js",
       "id": "dashboard_pages_agent_time_recomputeagenttime"
@@ -2058,7 +2058,7 @@
       "source_file": "dashboard/pages/brain-search.js",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 39,
+      "community": 38,
       "norm_label": "brain-search.js",
       "community_name": "brain-search.js",
       "id": "dashboard_pages_brain_search"
@@ -2069,7 +2069,7 @@
       "source_file": "dashboard/pages/brain-search.js",
       "source_location": "L4",
       "_origin": "ast",
-      "community": 39,
+      "community": 38,
       "norm_label": "renderbrainsearch()",
       "community_name": "brain-search.js",
       "id": "dashboard_pages_brain_search_renderbrainsearch"
@@ -2080,7 +2080,7 @@
       "source_file": "dashboard/pages/brain-search.js",
       "source_location": "L42",
       "_origin": "ast",
-      "community": 39,
+      "community": 38,
       "norm_label": "brainsearchrun()",
       "community_name": "brain-search.js",
       "id": "dashboard_pages_brain_search_brainsearchrun"
@@ -2091,7 +2091,7 @@
       "source_file": "dashboard/pages/brain-search.js",
       "source_location": "L74",
       "_origin": "ast",
-      "community": 39,
+      "community": 38,
       "norm_label": "brainsearchingest()",
       "community_name": "brain-search.js",
       "id": "dashboard_pages_brain_search_brainsearchingest"
@@ -2102,7 +2102,7 @@
       "source_file": "dashboard/pages/kanban.js",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 11,
+      "community": 10,
       "norm_label": "kanban.js",
       "community_name": "kanban.js",
       "id": "dashboard_pages_kanban"
@@ -2113,7 +2113,7 @@
       "source_file": "dashboard/pages/kanban.js",
       "source_location": "L3",
       "_origin": "ast",
-      "community": 11,
+      "community": 10,
       "norm_label": "getallkanbantasks()",
       "community_name": "kanban.js",
       "id": "dashboard_pages_kanban_getallkanbantasks"
@@ -2124,7 +2124,7 @@
       "source_file": "dashboard/pages/kanban.js",
       "source_location": "L7",
       "_origin": "ast",
-      "community": 11,
+      "community": 10,
       "norm_label": "renderkanban()",
       "community_name": "kanban.js",
       "id": "dashboard_pages_kanban_renderkanban"
@@ -2135,7 +2135,7 @@
       "source_file": "dashboard/pages/kanban.js",
       "source_location": "L44",
       "_origin": "ast",
-      "community": 11,
+      "community": 10,
       "norm_label": "loadkanbandata()",
       "community_name": "kanban.js",
       "id": "dashboard_pages_kanban_loadkanbandata"
@@ -2146,7 +2146,7 @@
       "source_file": "dashboard/pages/kanban.js",
       "source_location": "L55",
       "_origin": "ast",
-      "community": 11,
+      "community": 10,
       "norm_label": "renderkanbanboard()",
       "community_name": "kanban.js",
       "id": "dashboard_pages_kanban_renderkanbanboard"
@@ -2157,7 +2157,7 @@
       "source_file": "dashboard/pages/kanban.js",
       "source_location": "L102",
       "_origin": "ast",
-      "community": 11,
+      "community": 10,
       "norm_label": "showaddkanbantask()",
       "community_name": "kanban.js",
       "id": "dashboard_pages_kanban_showaddkanbantask"
@@ -2168,7 +2168,7 @@
       "source_file": "dashboard/pages/kanban.js",
       "source_location": "L180",
       "_origin": "ast",
-      "community": 11,
+      "community": 10,
       "norm_label": "createkanbantask()",
       "community_name": "kanban.js",
       "id": "dashboard_pages_kanban_createkanbantask"
@@ -2179,7 +2179,7 @@
       "source_file": "dashboard/pages/kanban.js",
       "source_location": "L202",
       "_origin": "ast",
-      "community": 11,
+      "community": 10,
       "norm_label": "onkanbandrag()",
       "community_name": "kanban.js",
       "id": "dashboard_pages_kanban_onkanbandrag"
@@ -2190,7 +2190,7 @@
       "source_file": "dashboard/pages/kanban.js",
       "source_location": "L206",
       "_origin": "ast",
-      "community": 11,
+      "community": 10,
       "norm_label": "onkanbandrop()",
       "community_name": "kanban.js",
       "id": "dashboard_pages_kanban_onkanbandrop"
@@ -2201,7 +2201,7 @@
       "source_file": "dashboard/pages/kanban.js",
       "source_location": "L218",
       "_origin": "ast",
-      "community": 11,
+      "community": 10,
       "norm_label": "kanban_agents",
       "community_name": "kanban.js",
       "id": "dashboard_pages_kanban_kanban_agents"
@@ -2212,7 +2212,7 @@
       "source_file": "dashboard/pages/kanban.js",
       "source_location": "L220",
       "_origin": "ast",
-      "community": 11,
+      "community": 10,
       "norm_label": "closekanbandetailmodal()",
       "community_name": "kanban.js",
       "id": "dashboard_pages_kanban_closekanbandetailmodal"
@@ -2223,7 +2223,7 @@
       "source_file": "dashboard/pages/kanban.js",
       "source_location": "L225",
       "_origin": "ast",
-      "community": 11,
+      "community": 10,
       "norm_label": "showkanbandetail()",
       "community_name": "kanban.js",
       "id": "dashboard_pages_kanban_showkanbandetail"
@@ -2234,7 +2234,7 @@
       "source_file": "dashboard/pages/kanban.js",
       "source_location": "L246",
       "_origin": "ast",
-      "community": 11,
+      "community": 10,
       "norm_label": "renderkanbandetailmodal()",
       "community_name": "kanban.js",
       "id": "dashboard_pages_kanban_renderkanbandetailmodal"
@@ -2245,7 +2245,7 @@
       "source_file": "dashboard/pages/kanban.js",
       "source_location": "L289",
       "_origin": "ast",
-      "community": 11,
+      "community": 10,
       "norm_label": "dispatchkanbantask()",
       "community_name": "kanban.js",
       "id": "dashboard_pages_kanban_dispatchkanbantask"
@@ -2256,7 +2256,7 @@
       "source_file": "dashboard/pages/kanban.js",
       "source_location": "L301",
       "_origin": "ast",
-      "community": 11,
+      "community": 10,
       "norm_label": "completekanbantask()",
       "community_name": "kanban.js",
       "id": "dashboard_pages_kanban_completekanbantask"
@@ -2267,7 +2267,7 @@
       "source_file": "dashboard/pages/kanban.js",
       "source_location": "L312",
       "_origin": "ast",
-      "community": 11,
+      "community": 10,
       "norm_label": "blockkanbantask()",
       "community_name": "kanban.js",
       "id": "dashboard_pages_kanban_blockkanbantask"
@@ -2278,7 +2278,7 @@
       "source_file": "dashboard/pages/kanban.js",
       "source_location": "L323",
       "_origin": "ast",
-      "community": 11,
+      "community": 10,
       "norm_label": "unblockkanbantask()",
       "community_name": "kanban.js",
       "id": "dashboard_pages_kanban_unblockkanbantask"
@@ -2289,7 +2289,7 @@
       "source_file": "dashboard/pages/kanban.js",
       "source_location": "L334",
       "_origin": "ast",
-      "community": 11,
+      "community": 10,
       "norm_label": "deletekanbantask()",
       "community_name": "kanban.js",
       "id": "dashboard_pages_kanban_deletekanbantask"
@@ -2300,7 +2300,7 @@
       "source_file": "dashboard/pages/kanban.js",
       "source_location": "L346",
       "_origin": "ast",
-      "community": 11,
+      "community": 10,
       "norm_label": "filterkanbantasks()",
       "community_name": "kanban.js",
       "id": "dashboard_pages_kanban_filterkanbantasks"
@@ -2311,7 +2311,7 @@
       "source_file": "dashboard/pages/orchestration.js",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 43,
+      "community": 42,
       "norm_label": "orchestration.js",
       "community_name": "orchestration.js",
       "id": "dashboard_pages_orchestration"
@@ -2322,7 +2322,7 @@
       "source_file": "dashboard/pages/orchestration.js",
       "source_location": "L3",
       "_origin": "ast",
-      "community": 43,
+      "community": 42,
       "norm_label": "renderorchestration()",
       "community_name": "orchestration.js",
       "id": "dashboard_pages_orchestration_renderorchestration"
@@ -2333,7 +2333,7 @@
       "source_file": "dashboard/pages/orchestration.js",
       "source_location": "L36",
       "_origin": "ast",
-      "community": 43,
+      "community": 42,
       "norm_label": "orchloadruns()",
       "community_name": "orchestration.js",
       "id": "dashboard_pages_orchestration_orchloadruns"
@@ -2344,7 +2344,7 @@
       "source_file": "dashboard/pages/orchestration.js",
       "source_location": "L55",
       "_origin": "ast",
-      "community": 43,
+      "community": 42,
       "norm_label": "orchrun()",
       "community_name": "orchestration.js",
       "id": "dashboard_pages_orchestration_orchrun"
@@ -2355,7 +2355,7 @@
       "source_file": "dashboard/pages/skills.js",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 12,
+      "community": 11,
       "norm_label": "skills.js",
       "community_name": "skills.js",
       "id": "dashboard_pages_skills"
@@ -2366,7 +2366,7 @@
       "source_file": "dashboard/pages/skills.js",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 12,
+      "community": 11,
       "norm_label": "renderskills()",
       "community_name": "skills.js",
       "id": "dashboard_pages_skills_renderskills"
@@ -2377,7 +2377,7 @@
       "source_file": "dashboard/pages/skills.js",
       "source_location": "L31",
       "_origin": "ast",
-      "community": 12,
+      "community": 11,
       "norm_label": "renderskillgrid()",
       "community_name": "skills.js",
       "id": "dashboard_pages_skills_renderskillgrid"
@@ -2388,7 +2388,7 @@
       "source_file": "dashboard/pages/skills.js",
       "source_location": "L58",
       "_origin": "ast",
-      "community": 12,
+      "community": 11,
       "norm_label": "switchskillview()",
       "community_name": "skills.js",
       "id": "dashboard_pages_skills_switchskillview"
@@ -2399,7 +2399,7 @@
       "source_file": "dashboard/pages/skills.js",
       "source_location": "L77",
       "_origin": "ast",
-      "community": 12,
+      "community": 11,
       "norm_label": "filterskills()",
       "community_name": "skills.js",
       "id": "dashboard_pages_skills_filterskills"
@@ -2410,7 +2410,7 @@
       "source_file": "dashboard/pages/skills.js",
       "source_location": "L83",
       "_origin": "ast",
-      "community": 12,
+      "community": 11,
       "norm_label": "showskilldetail()",
       "community_name": "skills.js",
       "id": "dashboard_pages_skills_showskilldetail"
@@ -2421,7 +2421,7 @@
       "source_file": "dashboard/pages/skills.js",
       "source_location": "L152",
       "_origin": "ast",
-      "community": 12,
+      "community": 11,
       "norm_label": "backtoskills()",
       "community_name": "skills.js",
       "id": "dashboard_pages_skills_backtoskills"
@@ -2432,7 +2432,7 @@
       "source_file": "dashboard/pages/skills.js",
       "source_location": "L159",
       "_origin": "ast",
-      "community": 12,
+      "community": 11,
       "norm_label": "quickrunskill()",
       "community_name": "skills.js",
       "id": "dashboard_pages_skills_quickrunskill"
@@ -2443,7 +2443,7 @@
       "source_file": "dashboard/pages/skills.js",
       "source_location": "L182",
       "_origin": "ast",
-      "community": 12,
+      "community": 11,
       "norm_label": "executeskillrun()",
       "community_name": "skills.js",
       "id": "dashboard_pages_skills_executeskillrun"
@@ -2454,7 +2454,7 @@
       "source_file": "dashboard/pages/skills.js",
       "source_location": "L215",
       "_origin": "ast",
-      "community": 12,
+      "community": 11,
       "norm_label": "showaddskill()",
       "community_name": "skills.js",
       "id": "dashboard_pages_skills_showaddskill"
@@ -2465,7 +2465,7 @@
       "source_file": "dashboard/pages/skills.js",
       "source_location": "L232",
       "_origin": "ast",
-      "community": 12,
+      "community": 11,
       "norm_label": "submitnewskill()",
       "community_name": "skills.js",
       "id": "dashboard_pages_skills_submitnewskill"
@@ -2476,7 +2476,7 @@
       "source_file": "dashboard/pages/skills.js",
       "source_location": "L247",
       "_origin": "ast",
-      "community": 12,
+      "community": 11,
       "norm_label": "editskillmd()",
       "community_name": "skills.js",
       "id": "dashboard_pages_skills_editskillmd"
@@ -2487,7 +2487,7 @@
       "source_file": "dashboard/pages/skills.js",
       "source_location": "L259",
       "_origin": "ast",
-      "community": 12,
+      "community": 11,
       "norm_label": "saveskillmd()",
       "community_name": "skills.js",
       "id": "dashboard_pages_skills_saveskillmd"
@@ -2498,7 +2498,7 @@
       "source_file": "dashboard/pages/skills.js",
       "source_location": "L270",
       "_origin": "ast",
-      "community": 12,
+      "community": 11,
       "norm_label": "addskillcontextfile()",
       "community_name": "skills.js",
       "id": "dashboard_pages_skills_addskillcontextfile"
@@ -2509,7 +2509,7 @@
       "source_file": "dashboard/pages/skills.js",
       "source_location": "L286",
       "_origin": "ast",
-      "community": 12,
+      "community": 11,
       "norm_label": "submitnewcontextfile()",
       "community_name": "skills.js",
       "id": "dashboard_pages_skills_submitnewcontextfile"
@@ -2520,7 +2520,7 @@
       "source_file": "dashboard/pages/skills.js",
       "source_location": "L300",
       "_origin": "ast",
-      "community": 12,
+      "community": 11,
       "norm_label": "editskillcontextfile()",
       "community_name": "skills.js",
       "id": "dashboard_pages_skills_editskillcontextfile"
@@ -2531,7 +2531,7 @@
       "source_file": "dashboard/pages/skills.js",
       "source_location": "L314",
       "_origin": "ast",
-      "community": 12,
+      "community": 11,
       "norm_label": "saveskillcontextfile()",
       "community_name": "skills.js",
       "id": "dashboard_pages_skills_saveskillcontextfile"
@@ -2542,7 +2542,7 @@
       "source_file": "dashboard/pages/skills.js",
       "source_location": "L326",
       "_origin": "ast",
-      "community": 12,
+      "community": 11,
       "norm_label": "deleteskillcontextfile()",
       "community_name": "skills.js",
       "id": "dashboard_pages_skills_deleteskillcontextfile"
@@ -2553,7 +2553,7 @@
       "source_file": "dashboard/pages/terminal.js",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 47,
+      "community": 46,
       "norm_label": "terminal.js",
       "community_name": "terminal.js",
       "id": "dashboard_pages_terminal"
@@ -2564,7 +2564,7 @@
       "source_file": "dashboard/pages/terminal.js",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 47,
+      "community": 46,
       "norm_label": "renderterminal()",
       "community_name": "terminal.js",
       "id": "dashboard_pages_terminal_renderterminal"
@@ -2575,7 +2575,7 @@
       "source_file": "dashboard/pages/terminal.js",
       "source_location": "L144",
       "_origin": "ast",
-      "community": 47,
+      "community": 46,
       "norm_label": "terminalreconnect()",
       "community_name": "terminal.js",
       "id": "dashboard_pages_terminal_terminalreconnect"
@@ -2586,7 +2586,7 @@
       "source_file": "dashboard/pages/terminal.js",
       "source_location": "L150",
       "_origin": "ast",
-      "community": 47,
+      "community": 46,
       "norm_label": "terminalclear()",
       "community_name": "terminal.js",
       "id": "dashboard_pages_terminal_terminalclear"
@@ -2597,7 +2597,7 @@
       "source_file": "dashboard/serve_monitor.py",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 16,
+      "community": 15,
       "norm_label": "serve_monitor.py",
       "community_name": "Handler",
       "id": "dashboard_serve_monitor"
@@ -2608,7 +2608,7 @@
       "source_file": "dashboard/serve_monitor.py",
       "source_location": "L35",
       "_origin": "ast",
-      "community": 16,
+      "community": 15,
       "norm_label": "run_analyzer()",
       "community_name": "Handler",
       "id": "dashboard_serve_monitor_run_analyzer"
@@ -2619,7 +2619,7 @@
       "source_file": "dashboard/serve_monitor.py",
       "source_location": "L56",
       "_origin": "ast",
-      "community": 16,
+      "community": 15,
       "norm_label": "sync_mnemoverse()",
       "community_name": "Handler",
       "id": "dashboard_serve_monitor_sync_mnemoverse"
@@ -2630,7 +2630,7 @@
       "source_file": "dashboard/serve_monitor.py",
       "source_location": "L100",
       "_origin": "ast",
-      "community": 16,
+      "community": 15,
       "norm_label": "handler",
       "community_name": "Handler",
       "id": "dashboard_serve_monitor_handler"
@@ -2641,7 +2641,7 @@
       "source_file": "",
       "source_location": "",
       "_origin": "ast",
-      "community": 16,
+      "community": 15,
       "norm_label": "simplehttprequesthandler",
       "community_name": "Handler",
       "id": "simplehttprequesthandler"
@@ -2652,7 +2652,7 @@
       "source_file": "dashboard/serve_monitor.py",
       "source_location": "L101",
       "_origin": "ast",
-      "community": 16,
+      "community": 15,
       "norm_label": ".__init__()",
       "community_name": "Handler",
       "id": "dashboard_serve_monitor_handler_init"
@@ -2663,7 +2663,7 @@
       "source_file": "dashboard/serve_monitor.py",
       "source_location": "L104",
       "_origin": "ast",
-      "community": 16,
+      "community": 15,
       "norm_label": "._send_json()",
       "community_name": "Handler",
       "id": "dashboard_serve_monitor_handler_send_json"
@@ -2674,7 +2674,7 @@
       "source_file": "dashboard/serve_monitor.py",
       "source_location": "L113",
       "_origin": "ast",
-      "community": 16,
+      "community": 15,
       "norm_label": ".do_get()",
       "community_name": "Handler",
       "id": "dashboard_serve_monitor_handler_do_get"
@@ -2685,7 +2685,7 @@
       "source_file": "dashboard/serve_monitor.py",
       "source_location": "L122",
       "_origin": "ast",
-      "community": 16,
+      "community": 15,
       "norm_label": ".do_post()",
       "community_name": "Handler",
       "id": "dashboard_serve_monitor_handler_do_post"
@@ -2696,7 +2696,7 @@
       "source_file": "dashboard/serve_monitor.py",
       "source_location": "L133",
       "_origin": "ast",
-      "community": 16,
+      "community": 15,
       "norm_label": ".log_message()",
       "community_name": "Handler",
       "id": "dashboard_serve_monitor_handler_log_message"
@@ -2707,7 +2707,7 @@
       "source_file": "dashboard/serve_monitor.py",
       "source_location": "L137",
       "_origin": "ast",
-      "community": 16,
+      "community": 15,
       "norm_label": "main()",
       "community_name": "Handler",
       "id": "dashboard_serve_monitor_main"
@@ -2718,7 +2718,7 @@
       "source_file": "dashboard/serve_monitor.py",
       "source_location": "L36",
       "_origin": "ast",
-      "community": 16,
+      "community": 15,
       "norm_label": "recompute agent-time.json. returns (ok, summary_dict).",
       "community_name": "Handler",
       "id": "dashboard_serve_monitor_rationale_36"
@@ -2729,7 +2729,7 @@
       "source_file": "dashboard/serve_monitor.py",
       "source_location": "L57",
       "_origin": "ast",
-      "community": 16,
+      "community": 15,
       "norm_label": "write the total agent time to mnemoverse. graceful on missing key/offline.",
       "community_name": "Handler",
       "id": "dashboard_serve_monitor_rationale_57"
@@ -2987,7 +2987,7 @@
       "source_file": "scheduler/scheduler.py",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 20,
+      "community": 19,
       "norm_label": "scheduler.py",
       "community_name": "scheduler.py",
       "id": "scheduler_scheduler"
@@ -2998,7 +2998,7 @@
       "source_file": "scheduler/scheduler.py",
       "source_location": "L45",
       "_origin": "ast",
-      "community": 20,
+      "community": 19,
       "norm_label": "log_audit()",
       "community_name": "scheduler.py",
       "id": "scheduler_scheduler_log_audit"
@@ -3009,7 +3009,7 @@
       "source_file": "scheduler/scheduler.py",
       "source_location": "L56",
       "_origin": "ast",
-      "community": 20,
+      "community": 19,
       "norm_label": "run_skill_via_api()",
       "community_name": "scheduler.py",
       "id": "scheduler_scheduler_run_skill_via_api"
@@ -3020,7 +3020,7 @@
       "source_file": "scheduler/scheduler.py",
       "source_location": "L78",
       "_origin": "ast",
-      "community": 20,
+      "community": 19,
       "norm_label": "run_endpoint_via_api()",
       "community_name": "scheduler.py",
       "id": "scheduler_scheduler_run_endpoint_via_api"
@@ -3031,7 +3031,7 @@
       "source_file": "scheduler/scheduler.py",
       "source_location": "L97",
       "_origin": "ast",
-      "community": 20,
+      "community": 19,
       "norm_label": "run_job()",
       "community_name": "scheduler.py",
       "id": "scheduler_scheduler_run_job"
@@ -3042,7 +3042,7 @@
       "source_file": "scheduler/scheduler.py",
       "source_location": "L133",
       "_origin": "ast",
-      "community": 20,
+      "community": 19,
       "norm_label": "load_jobs()",
       "community_name": "scheduler.py",
       "id": "scheduler_scheduler_load_jobs"
@@ -3053,7 +3053,7 @@
       "source_file": "scheduler/scheduler.py",
       "source_location": "L166",
       "_origin": "ast",
-      "community": 20,
+      "community": 19,
       "norm_label": "main()",
       "community_name": "scheduler.py",
       "id": "scheduler_scheduler_main"
@@ -3064,7 +3064,7 @@
       "source_file": "scheduler/scheduler.py",
       "source_location": "L57",
       "_origin": "ast",
-      "community": 20,
+      "community": 19,
       "norm_label": "invoke a skill through the live server api.      returns a dict with at least {'",
       "community_name": "scheduler.py",
       "id": "scheduler_scheduler_rationale_57"
@@ -3075,7 +3075,7 @@
       "source_file": "scheduler/scheduler.py",
       "source_location": "L79",
       "_origin": "ast",
-      "community": 20,
+      "community": 19,
       "norm_label": "post to an arbitrary server endpoint (e.g. /api/brain-index/ingest)     so sched",
       "community_name": "scheduler.py",
       "id": "scheduler_scheduler_rationale_79"
@@ -3086,7 +3086,7 @@
       "source_file": "scripts/analyze_agent_time.py",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 18,
+      "community": 17,
       "norm_label": "analyze_agent_time.py",
       "community_name": "analyze_agent_time.py",
       "id": "scripts_analyze_agent_time"
@@ -3097,7 +3097,7 @@
       "source_file": "scripts/analyze_agent_time.py",
       "source_location": "L37",
       "_origin": "ast",
-      "community": 18,
+      "community": 17,
       "norm_label": "parse_ts()",
       "community_name": "analyze_agent_time.py",
       "id": "scripts_analyze_agent_time_parse_ts"
@@ -3108,7 +3108,7 @@
       "source_file": "scripts/analyze_agent_time.py",
       "source_location": "L51",
       "_origin": "ast",
-      "community": 18,
+      "community": 17,
       "norm_label": "load_audit_events()",
       "community_name": "analyze_agent_time.py",
       "id": "scripts_analyze_agent_time_load_audit_events"
@@ -3119,7 +3119,7 @@
       "source_file": "scripts/analyze_agent_time.py",
       "source_location": "L73",
       "_origin": "ast",
-      "community": 18,
+      "community": 17,
       "norm_label": "load_json_file()",
       "community_name": "analyze_agent_time.py",
       "id": "scripts_analyze_agent_time_load_json_file"
@@ -3130,7 +3130,7 @@
       "source_file": "scripts/analyze_agent_time.py",
       "source_location": "L83",
       "_origin": "ast",
-      "community": 18,
+      "community": 17,
       "norm_label": "load_chat_events()",
       "community_name": "analyze_agent_time.py",
       "id": "scripts_analyze_agent_time_load_chat_events"
@@ -3141,7 +3141,7 @@
       "source_file": "scripts/analyze_agent_time.py",
       "source_location": "L97",
       "_origin": "ast",
-      "community": 18,
+      "community": 17,
       "norm_label": "load_cost_events()",
       "community_name": "analyze_agent_time.py",
       "id": "scripts_analyze_agent_time_load_cost_events"
@@ -3152,7 +3152,7 @@
       "source_file": "scripts/analyze_agent_time.py",
       "source_location": "L111",
       "_origin": "ast",
-      "community": 18,
+      "community": 17,
       "norm_label": "compute_sessions()",
       "community_name": "analyze_agent_time.py",
       "id": "scripts_analyze_agent_time_compute_sessions"
@@ -3163,7 +3163,7 @@
       "source_file": "scripts/analyze_agent_time.py",
       "source_location": "L142",
       "_origin": "ast",
-      "community": 18,
+      "community": 17,
       "norm_label": "fmt_hms()",
       "community_name": "analyze_agent_time.py",
       "id": "scripts_analyze_agent_time_fmt_hms"
@@ -3174,7 +3174,7 @@
       "source_file": "scripts/analyze_agent_time.py",
       "source_location": "L150",
       "_origin": "ast",
-      "community": 18,
+      "community": 17,
       "norm_label": "main()",
       "community_name": "analyze_agent_time.py",
       "id": "scripts_analyze_agent_time_main"
@@ -3185,7 +3185,7 @@
       "source_file": "scripts/analyze_agent_time.py",
       "source_location": "L52",
       "_origin": "ast",
-      "community": 18,
+      "community": 17,
       "norm_label": "read audit.log (json lines). returns list of (ts, agent).",
       "community_name": "analyze_agent_time.py",
       "id": "scripts_analyze_agent_time_rationale_52"
@@ -3196,7 +3196,7 @@
       "source_file": "scripts/analyze_agent_time.py",
       "source_location": "L112",
       "_origin": "ast",
-      "community": 18,
+      "community": 17,
       "norm_label": "group (ts, agent) events into per-agent sessions via gap model.",
       "community_name": "analyze_agent_time.py",
       "id": "scripts_analyze_agent_time_rationale_112"
@@ -3207,7 +3207,7 @@
       "source_file": "scripts/integrity_check.py",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 19,
+      "community": 18,
       "norm_label": "integrity_check.py",
       "community_name": "integrity_check.py",
       "id": "scripts_integrity_check"
@@ -3218,7 +3218,7 @@
       "source_file": "scripts/integrity_check.py",
       "source_location": "L51",
       "_origin": "ast",
-      "community": 19,
+      "community": 18,
       "norm_label": "add()",
       "community_name": "integrity_check.py",
       "id": "scripts_integrity_check_add"
@@ -3229,7 +3229,7 @@
       "source_file": "scripts/integrity_check.py",
       "source_location": "L55",
       "_origin": "ast",
-      "community": 19,
+      "community": 18,
       "norm_label": "load_truth()",
       "community_name": "integrity_check.py",
       "id": "scripts_integrity_check_load_truth"
@@ -3240,7 +3240,7 @@
       "source_file": "scripts/integrity_check.py",
       "source_location": "L65",
       "_origin": "ast",
-      "community": 19,
+      "community": 18,
       "norm_label": "scan_text_files()",
       "community_name": "integrity_check.py",
       "id": "scripts_integrity_check_scan_text_files"
@@ -3251,7 +3251,7 @@
       "source_file": "scripts/integrity_check.py",
       "source_location": "L91",
       "_origin": "ast",
-      "community": 19,
+      "community": 18,
       "norm_label": "check_live_server()",
       "community_name": "integrity_check.py",
       "id": "scripts_integrity_check_check_live_server"
@@ -3262,7 +3262,7 @@
       "source_file": "scripts/integrity_check.py",
       "source_location": "L104",
       "_origin": "ast",
-      "community": 19,
+      "community": 18,
       "norm_label": "check_terminal_endpoint()",
       "community_name": "integrity_check.py",
       "id": "scripts_integrity_check_check_terminal_endpoint"
@@ -3273,7 +3273,7 @@
       "source_file": "scripts/integrity_check.py",
       "source_location": "L117",
       "_origin": "ast",
-      "community": 19,
+      "community": 18,
       "norm_label": "check_agent_enabled()",
       "community_name": "integrity_check.py",
       "id": "scripts_integrity_check_check_agent_enabled"
@@ -3284,7 +3284,7 @@
       "source_file": "scripts/integrity_check.py",
       "source_location": "L130",
       "_origin": "ast",
-      "community": 19,
+      "community": 18,
       "norm_label": "main()",
       "community_name": "integrity_check.py",
       "id": "scripts_integrity_check_main"
@@ -3295,7 +3295,7 @@
       "source_file": "scripts/integrity_check.py",
       "source_location": "L92",
       "_origin": "ast",
-      "community": 19,
+      "community": 18,
       "norm_label": "confirm the running server is on the expected port and serving.",
       "community_name": "integrity_check.py",
       "id": "scripts_integrity_check_rationale_92"
@@ -3306,7 +3306,7 @@
       "source_file": "scripts/integrity_check.py",
       "source_location": "L105",
       "_origin": "ast",
-      "community": 19,
+      "community": 18,
       "norm_label": "the terminal page must reference /ws/terminal and the main host.",
       "community_name": "integrity_check.py",
       "id": "scripts_integrity_check_rationale_105"
@@ -3317,1111 +3317,33 @@
       "source_file": "scripts/integrity_check.py",
       "source_location": "L118",
       "_origin": "ast",
-      "community": 19,
+      "community": 18,
       "norm_label": "opencode should be enabled (it is the code/devops agent).",
       "community_name": "integrity_check.py",
       "id": "scripts_integrity_check_rationale_118"
     },
-    {
-      "label": "server.py",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1",
-      "_origin": "ast",
-      "community": 1,
-      "norm_label": "server.py",
-      "community_name": "server.py",
-      "id": "server"
-    },
-    {
-      "label": "get_cors_origins()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L48",
-      "_origin": "ast",
-      "community": 5,
-      "norm_label": "get_cors_origins()",
-      "community_name": "orchestrate_multi_agent",
-      "id": "server_get_cors_origins"
-    },
-    {
-      "label": "BrainUpdate",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L89",
-      "_origin": "ast",
-      "community": 8,
-      "norm_label": "brainupdate",
-      "community_name": "run_skill",
-      "id": "server_brainupdate"
-    },
-    {
-      "label": "SkillRunRequest",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L92",
-      "_origin": "ast",
-      "community": 8,
-      "norm_label": "skillrunrequest",
-      "community_name": "run_skill",
-      "id": "server_skillrunrequest"
-    },
-    {
-      "label": "OrchestrateRequest",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L96",
-      "_origin": "ast",
-      "community": 5,
-      "norm_label": "orchestraterequest",
-      "community_name": "orchestrate_multi_agent",
-      "id": "server_orchestraterequest"
-    },
-    {
-      "label": "SkillCreate",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L103",
-      "_origin": "ast",
-      "community": 10,
-      "norm_label": "skillcreate",
-      "community_name": "BaseModel",
-      "id": "server_skillcreate"
-    },
-    {
-      "label": "SkillUpdate",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L107",
-      "_origin": "ast",
-      "community": 10,
-      "norm_label": "skillupdate",
-      "community_name": "BaseModel",
-      "id": "server_skillupdate"
-    },
-    {
-      "label": "SkillContextFileWrite",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L110",
-      "_origin": "ast",
-      "community": 10,
-      "norm_label": "skillcontextfilewrite",
-      "community_name": "BaseModel",
-      "id": "server_skillcontextfilewrite"
-    },
-    {
-      "label": "ScheduleJobRequest",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L113",
-      "_origin": "ast",
-      "community": 10,
-      "norm_label": "schedulejobrequest",
-      "community_name": "BaseModel",
-      "id": "server_schedulejobrequest"
-    },
-    {
-      "label": "SettingsUpdate",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L119",
-      "_origin": "ast",
-      "community": 3,
-      "norm_label": "settingsupdate",
-      "community_name": "read_json",
-      "id": "server_settingsupdate"
-    },
-    {
-      "label": "BackupRestoreRequest",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L122",
-      "_origin": "ast",
-      "community": 15,
-      "norm_label": "backuprestorerequest",
-      "community_name": "Path",
-      "id": "server_backuprestorerequest"
-    },
-    {
-      "label": "ChatRequest",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L125",
-      "_origin": "ast",
-      "community": 8,
-      "norm_label": "chatrequest",
-      "community_name": "run_skill",
-      "id": "server_chatrequest"
-    },
-    {
-      "label": "read_file()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L131",
-      "_origin": "ast",
-      "community": 15,
-      "norm_label": "read_file()",
-      "community_name": "Path",
-      "id": "server_read_file"
-    },
     {
       "label": "Path",
       "file_type": "code",
       "source_file": "",
       "source_location": "",
       "_origin": "ast",
-      "community": 15,
+      "community": 62,
       "norm_label": "path",
       "community_name": "Path",
       "id": "server_py_path"
     },
-    {
-      "label": "write_file()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L136",
-      "_origin": "ast",
-      "community": 8,
-      "norm_label": "write_file()",
-      "community_name": "run_skill",
-      "id": "server_write_file"
-    },
-    {
-      "label": "list_dir()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L140",
-      "_origin": "ast",
-      "community": 15,
-      "norm_label": "list_dir()",
-      "community_name": "Path",
-      "id": "server_list_dir"
-    },
-    {
-      "label": "read_json()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L145",
-      "_origin": "ast",
-      "community": 3,
-      "norm_label": "read_json()",
-      "community_name": "read_json",
-      "id": "server_read_json"
-    },
-    {
-      "label": "write_json()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L164",
-      "_origin": "ast",
-      "community": 3,
-      "norm_label": "write_json()",
-      "community_name": "read_json",
-      "id": "server_write_json"
-    },
-    {
-      "label": "iter_skill_dirs()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L168",
-      "_origin": "ast",
-      "community": 3,
-      "norm_label": "iter_skill_dirs()",
-      "community_name": "read_json",
-      "id": "server_iter_skill_dirs"
-    },
-    {
-      "label": "new_id()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L177",
-      "_origin": "ast",
-      "community": 4,
-      "norm_label": "new_id()",
-      "community_name": "append_audit",
-      "id": "server_new_id"
-    },
-    {
-      "label": "get_timestamp()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L180",
-      "_origin": "ast",
-      "community": 4,
-      "norm_label": "get_timestamp()",
-      "community_name": "append_audit",
-      "id": "server_get_timestamp"
-    },
-    {
-      "label": "append_audit()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L183",
-      "_origin": "ast",
-      "community": 4,
-      "norm_label": "append_audit()",
-      "community_name": "append_audit",
-      "id": "server_append_audit"
-    },
-    {
-      "label": "record_brain_learning()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L199",
-      "_origin": "ast",
-      "community": 5,
-      "norm_label": "record_brain_learning()",
-      "community_name": "orchestrate_multi_agent",
-      "id": "server_record_brain_learning"
-    },
-    {
-      "label": "load_agent_stats()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L229",
-      "_origin": "ast",
-      "community": 2,
-      "norm_label": "load_agent_stats()",
-      "community_name": "load_agent_registry",
-      "id": "server_load_agent_stats"
-    },
-    {
-      "label": "save_agent_stats()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L237",
-      "_origin": "ast",
-      "community": 8,
-      "norm_label": "save_agent_stats()",
-      "community_name": "run_skill",
-      "id": "server_save_agent_stats"
-    },
-    {
-      "label": "record_agent_run()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L241",
-      "_origin": "ast",
-      "community": 8,
-      "norm_label": "record_agent_run()",
-      "community_name": "run_skill",
-      "id": "server_record_agent_run"
-    },
-    {
-      "label": "is_error_response()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L260",
-      "_origin": "ast",
-      "community": 8,
-      "norm_label": "is_error_response()",
-      "community_name": "run_skill",
-      "id": "server_is_error_response"
-    },
-    {
-      "label": "compute_skill_score()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L295",
-      "_origin": "ast",
-      "community": 8,
-      "norm_label": "compute_skill_score()",
-      "community_name": "run_skill",
-      "id": "server_compute_skill_score"
-    },
-    {
-      "label": "record_skill_score()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L332",
-      "_origin": "ast",
-      "community": 8,
-      "norm_label": "record_skill_score()",
-      "community_name": "run_skill",
-      "id": "server_record_skill_score"
-    },
-    {
-      "label": "load_agent_registry()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L387",
-      "_origin": "ast",
-      "community": 2,
-      "norm_label": "load_agent_registry()",
-      "community_name": "load_agent_registry",
-      "id": "server_load_agent_registry"
-    },
-    {
-      "label": "save_agent_registry()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L402",
-      "_origin": "ast",
-      "community": 2,
-      "norm_label": "save_agent_registry()",
-      "community_name": "load_agent_registry",
-      "id": "server_save_agent_registry"
-    },
-    {
-      "label": "_cli_has_subcommand()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L409",
-      "_origin": "ast",
-      "community": 37,
-      "norm_label": "_cli_has_subcommand()",
-      "community_name": "hermes_cli_args",
-      "id": "server_cli_has_subcommand"
-    },
-    {
-      "label": "hermes_cli_args()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L417",
-      "_origin": "ast",
-      "community": 37,
-      "norm_label": "hermes_cli_args()",
-      "community_name": "hermes_cli_args",
-      "id": "server_hermes_cli_args"
-    },
-    {
-      "label": "hermes_available()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L437",
-      "_origin": "ast",
-      "community": 37,
-      "norm_label": "hermes_available()",
-      "community_name": "hermes_cli_args",
-      "id": "server_hermes_available"
-    },
-    {
-      "label": "check_agent()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L451",
-      "_origin": "ast",
-      "community": 2,
-      "norm_label": "check_agent()",
-      "community_name": "load_agent_registry",
-      "id": "server_check_agent"
-    },
-    {
-      "label": "execute_agent_dynamic()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L511",
-      "_origin": "ast",
-      "community": 2,
-      "norm_label": "execute_agent_dynamic()",
-      "community_name": "load_agent_registry",
-      "id": "server_execute_agent_dynamic"
-    },
-    {
-      "label": "execute_agent_cli()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L531",
-      "_origin": "ast",
-      "community": 2,
-      "norm_label": "execute_agent_cli()",
-      "community_name": "load_agent_registry",
-      "id": "server_execute_agent_cli"
-    },
-    {
-      "label": "execute_agent_http()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L563",
-      "_origin": "ast",
-      "community": 2,
-      "norm_label": "execute_agent_http()",
-      "community_name": "load_agent_registry",
-      "id": "server_execute_agent_http"
-    },
-    {
-      "label": "execute_agent_mcp()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L583",
-      "_origin": "ast",
-      "community": 2,
-      "norm_label": "execute_agent_mcp()",
-      "community_name": "load_agent_registry",
-      "id": "server_execute_agent_mcp"
-    },
-    {
-      "label": "get_status()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L590",
-      "_origin": "ast",
-      "community": 2,
-      "norm_label": "get_status()",
-      "community_name": "load_agent_registry",
-      "id": "server_get_status"
-    },
-    {
-      "label": "list_brain()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L604",
-      "_origin": "ast",
-      "community": 15,
-      "norm_label": "list_brain()",
-      "community_name": "Path",
-      "id": "server_list_brain"
-    },
-    {
-      "label": "get_brain_file()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L614",
-      "_origin": "ast",
-      "community": 15,
-      "norm_label": "get_brain_file()",
-      "community_name": "Path",
-      "id": "server_get_brain_file"
-    },
-    {
-      "label": "update_brain_file()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L621",
-      "_origin": "ast",
-      "community": 8,
-      "norm_label": "update_brain_file()",
-      "community_name": "run_skill",
-      "id": "server_update_brain_file"
-    },
-    {
-      "label": "_brain_index_module()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L632",
-      "_origin": "ast",
-      "community": 5,
-      "norm_label": "_brain_index_module()",
-      "community_name": "orchestrate_multi_agent",
-      "id": "server_brain_index_module"
-    },
-    {
-      "label": "ingest_brain_index()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L644",
-      "_origin": "ast",
-      "community": 5,
-      "norm_label": "ingest_brain_index()",
-      "community_name": "orchestrate_multi_agent",
-      "id": "server_ingest_brain_index"
-    },
-    {
-      "label": "upsert_brain_doc()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L656",
-      "_origin": "ast",
-      "community": 5,
-      "norm_label": "upsert_brain_doc()",
-      "community_name": "orchestrate_multi_agent",
-      "id": "server_upsert_brain_doc"
-    },
-    {
-      "label": "search_brain_index()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L681",
-      "_origin": "ast",
-      "community": 5,
-      "norm_label": "search_brain_index()",
-      "community_name": "orchestrate_multi_agent",
-      "id": "server_search_brain_index"
-    },
-    {
-      "label": "stats_brain_index()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L694",
-      "_origin": "ast",
-      "community": 5,
-      "norm_label": "stats_brain_index()",
-      "community_name": "orchestrate_multi_agent",
-      "id": "server_stats_brain_index"
-    },
-    {
-      "label": "skill_dir_path()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L708",
-      "_origin": "ast",
-      "community": 10,
-      "norm_label": "skill_dir_path()",
-      "community_name": "BaseModel",
-      "id": "server_skill_dir_path"
-    },
-    {
-      "label": "resolve_skill_dir()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L717",
-      "_origin": "ast",
-      "community": 3,
-      "norm_label": "resolve_skill_dir()",
-      "community_name": "read_json",
-      "id": "server_resolve_skill_dir"
-    },
-    {
-      "label": "skill_context_file_path()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L732",
-      "_origin": "ast",
-      "community": 10,
-      "norm_label": "skill_context_file_path()",
-      "community_name": "BaseModel",
-      "id": "server_skill_context_file_path"
-    },
-    {
-      "label": "list_skills()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L742",
-      "_origin": "ast",
-      "community": 3,
-      "norm_label": "list_skills()",
-      "community_name": "read_json",
-      "id": "server_list_skills"
-    },
-    {
-      "label": "get_skill()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L759",
-      "_origin": "ast",
-      "community": 3,
-      "norm_label": "get_skill()",
-      "community_name": "read_json",
-      "id": "server_get_skill"
-    },
-    {
-      "label": "create_skill()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L771",
-      "_origin": "ast",
-      "community": 10,
-      "norm_label": "create_skill()",
-      "community_name": "BaseModel",
-      "id": "server_create_skill"
-    },
-    {
-      "label": "update_skill()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L783",
-      "_origin": "ast",
-      "community": 10,
-      "norm_label": "update_skill()",
-      "community_name": "BaseModel",
-      "id": "server_update_skill"
-    },
-    {
-      "label": "get_skill_context_file()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L792",
-      "_origin": "ast",
-      "community": 10,
-      "norm_label": "get_skill_context_file()",
-      "community_name": "BaseModel",
-      "id": "server_get_skill_context_file"
-    },
-    {
-      "label": "put_skill_context_file()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L799",
-      "_origin": "ast",
-      "community": 10,
-      "norm_label": "put_skill_context_file()",
-      "community_name": "BaseModel",
-      "id": "server_put_skill_context_file"
-    },
-    {
-      "label": "delete_skill_context_file()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L810",
-      "_origin": "ast",
-      "community": 10,
-      "norm_label": "delete_skill_context_file()",
-      "community_name": "BaseModel",
-      "id": "server_delete_skill_context_file"
-    },
-    {
-      "label": "run_skill()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L819",
-      "_origin": "ast",
-      "community": 8,
-      "norm_label": "run_skill()",
-      "community_name": "run_skill",
-      "id": "server_run_skill"
-    },
-    {
-      "label": "_run_angle()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L930",
-      "_origin": "ast",
-      "community": 5,
-      "norm_label": "_run_angle()",
-      "community_name": "orchestrate_multi_agent",
-      "id": "server_run_angle"
-    },
-    {
-      "label": "orchestrate_multi_agent()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L939",
-      "_origin": "ast",
-      "community": 5,
-      "norm_label": "orchestrate_multi_agent()",
-      "community_name": "orchestrate_multi_agent",
-      "id": "server_orchestrate_multi_agent"
-    },
-    {
-      "label": "list_orchestration_runs()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1066",
-      "_origin": "ast",
-      "community": 3,
-      "norm_label": "list_orchestration_runs()",
-      "community_name": "read_json",
-      "id": "server_list_orchestration_runs"
-    },
-    {
-      "label": "get_skill_eval()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1085",
-      "_origin": "ast",
-      "community": 3,
-      "norm_label": "get_skill_eval()",
-      "community_name": "read_json",
-      "id": "server_get_skill_eval"
-    },
-    {
-      "label": "list_jobs()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1092",
-      "_origin": "ast",
-      "community": 3,
-      "norm_label": "list_jobs()",
-      "community_name": "read_json",
-      "id": "server_list_jobs"
-    },
-    {
-      "label": "create_job()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1102",
-      "_origin": "ast",
-      "community": 4,
-      "norm_label": "create_job()",
-      "community_name": "append_audit",
-      "id": "server_create_job"
-    },
-    {
-      "label": "delete_job()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1122",
-      "_origin": "ast",
-      "community": 3,
-      "norm_label": "delete_job()",
-      "community_name": "read_json",
-      "id": "server_delete_job"
-    },
-    {
-      "label": "get_audit()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1135",
-      "_origin": "ast",
-      "community": 1,
-      "norm_label": "get_audit()",
-      "community_name": "server.py",
-      "id": "server_get_audit"
-    },
-    {
-      "label": "get_cost()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1154",
-      "_origin": "ast",
-      "community": 3,
-      "norm_label": "get_cost()",
-      "community_name": "read_json",
-      "id": "server_get_cost"
-    },
-    {
-      "label": "record_cost()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1159",
-      "_origin": "ast",
-      "community": 3,
-      "norm_label": "record_cost()",
-      "community_name": "read_json",
-      "id": "server_record_cost"
-    },
-    {
-      "label": "list_plugins()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1175",
-      "_origin": "ast",
-      "community": 3,
-      "norm_label": "list_plugins()",
-      "community_name": "read_json",
-      "id": "server_list_plugins"
-    },
-    {
-      "label": "install_plugin()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1180",
-      "_origin": "ast",
-      "community": 3,
-      "norm_label": "install_plugin()",
-      "community_name": "read_json",
-      "id": "server_install_plugin"
-    },
-    {
-      "label": "uninstall_plugin()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1243",
-      "_origin": "ast",
-      "community": 1,
-      "norm_label": "uninstall_plugin()",
-      "community_name": "server.py",
-      "id": "server_uninstall_plugin"
-    },
-    {
-      "label": "list_integrations()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1254",
-      "_origin": "ast",
-      "community": 1,
-      "norm_label": "list_integrations()",
-      "community_name": "server.py",
-      "id": "server_list_integrations"
-    },
-    {
-      "label": "add_integration()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1262",
-      "_origin": "ast",
-      "community": 4,
-      "norm_label": "add_integration()",
-      "community_name": "append_audit",
-      "id": "server_add_integration"
-    },
-    {
-      "label": "list_backups()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1291",
-      "_origin": "ast",
-      "community": 1,
-      "norm_label": "list_backups()",
-      "community_name": "server.py",
-      "id": "server_list_backups"
-    },
-    {
-      "label": "create_backup()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1303",
-      "_origin": "ast",
-      "community": 1,
-      "norm_label": "create_backup()",
-      "community_name": "server.py",
-      "id": "server_create_backup"
-    },
-    {
-      "label": "_resolve_backup_file()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1316",
-      "_origin": "ast",
-      "community": 15,
-      "norm_label": "_resolve_backup_file()",
-      "community_name": "Path",
-      "id": "server_resolve_backup_file"
-    },
-    {
-      "label": "_safe_extractall()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1331",
-      "_origin": "ast",
-      "community": 15,
-      "norm_label": "_safe_extractall()",
-      "community_name": "Path",
-      "id": "server_safe_extractall"
-    },
     {
       "label": "TarFile",
       "file_type": "code",
       "source_file": "",
       "source_location": "",
       "_origin": "ast",
-      "community": 15,
+      "community": 8,
       "norm_label": "tarfile",
       "community_name": "Path",
       "id": "tarfile"
     },
-    {
-      "label": "restore_backup()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1346",
-      "_origin": "ast",
-      "community": 15,
-      "norm_label": "restore_backup()",
-      "community_name": "Path",
-      "id": "server_restore_backup"
-    },
-    {
-      "label": "list_prompts()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1358",
-      "_origin": "ast",
-      "community": 15,
-      "norm_label": "list_prompts()",
-      "community_name": "Path",
-      "id": "server_list_prompts"
-    },
-    {
-      "label": "get_settings()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1368",
-      "_origin": "ast",
-      "community": 3,
-      "norm_label": "get_settings()",
-      "community_name": "read_json",
-      "id": "server_get_settings"
-    },
-    {
-      "label": "update_settings()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1373",
-      "_origin": "ast",
-      "community": 3,
-      "norm_label": "update_settings()",
-      "community_name": "read_json",
-      "id": "server_update_settings"
-    },
-    {
-      "label": "list_standards()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1385",
-      "_origin": "ast",
-      "community": 15,
-      "norm_label": "list_standards()",
-      "community_name": "Path",
-      "id": "server_list_standards"
-    },
-    {
-      "label": "discover_standards()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1400",
-      "_origin": "ast",
-      "community": 1,
-      "norm_label": "discover_standards()",
-      "community_name": "server.py",
-      "id": "server_discover_standards"
-    },
-    {
-      "label": "load_chat_history()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1409",
-      "_origin": "ast",
-      "community": 3,
-      "norm_label": "load_chat_history()",
-      "community_name": "read_json",
-      "id": "server_load_chat_history"
-    },
-    {
-      "label": "save_chat_message()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1412",
-      "_origin": "ast",
-      "community": 8,
-      "norm_label": "save_chat_message()",
-      "community_name": "run_skill",
-      "id": "server_save_chat_message"
-    },
-    {
-      "label": "run_cli()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1419",
-      "_origin": "ast",
-      "community": 8,
-      "norm_label": "run_cli()",
-      "community_name": "run_skill",
-      "id": "server_run_cli"
-    },
-    {
-      "label": "clean_hermes_output()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1423",
-      "_origin": "ast",
-      "community": 8,
-      "norm_label": "clean_hermes_output()",
-      "community_name": "run_skill",
-      "id": "server_clean_hermes_output"
-    },
-    {
-      "label": "execute_agent()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1448",
-      "_origin": "ast",
-      "community": 8,
-      "norm_label": "execute_agent()",
-      "community_name": "run_skill",
-      "id": "server_execute_agent"
-    },
-    {
-      "label": "chat()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1533",
-      "_origin": "ast",
-      "community": 8,
-      "norm_label": "chat()",
-      "community_name": "run_skill",
-      "id": "server_chat"
-    },
-    {
-      "label": "get_chat_history()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1566",
-      "_origin": "ast",
-      "community": 3,
-      "norm_label": "get_chat_history()",
-      "community_name": "read_json",
-      "id": "server_get_chat_history"
-    },
-    {
-      "label": "PtySession",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1571",
-      "_origin": "ast",
-      "community": 5,
-      "norm_label": "ptysession",
-      "community_name": "orchestrate_multi_agent",
-      "id": "server_ptysession"
-    },
-    {
-      "label": ".__init__()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1574",
-      "_origin": "ast",
-      "community": 5,
-      "norm_label": ".__init__()",
-      "community_name": "orchestrate_multi_agent",
-      "id": "server_ptysession_init"
-    },
-    {
-      "label": ".start()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1579",
-      "_origin": "ast",
-      "community": 5,
-      "norm_label": ".start()",
-      "community_name": "orchestrate_multi_agent",
-      "id": "server_ptysession_start"
-    },
-    {
-      "label": ".read()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1595",
-      "_origin": "ast",
-      "community": 2,
-      "norm_label": ".read()",
-      "community_name": "load_agent_registry",
-      "id": "server_ptysession_read"
-    },
-    {
-      "label": ".write()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1600",
-      "_origin": "ast",
-      "community": 5,
-      "norm_label": ".write()",
-      "community_name": "orchestrate_multi_agent",
-      "id": "server_ptysession_write"
-    },
-    {
-      "label": ".resize()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1606",
-      "_origin": "ast",
-      "community": 5,
-      "norm_label": ".resize()",
-      "community_name": "orchestrate_multi_agent",
-      "id": "server_ptysession_resize"
-    },
-    {
-      "label": ".close()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1615",
-      "_origin": "ast",
-      "community": 5,
-      "norm_label": ".close()",
-      "community_name": "orchestrate_multi_agent",
-      "id": "server_ptysession_close"
-    },
-    {
-      "label": "ws_terminal()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1638",
-      "_origin": "ast",
-      "community": 5,
-      "norm_label": "ws_terminal()",
-      "community_name": "orchestrate_multi_agent",
-      "id": "server_ws_terminal"
-    },
     {
       "label": "WebSocket",
       "file_type": "code",
@@ -4433,1106 +3355,6 @@
       "community_name": "orchestrate_multi_agent",
       "id": "websocket"
     },
-    {
-      "label": "KanbanTaskCreate",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1699",
-      "_origin": "ast",
-      "community": 10,
-      "norm_label": "kanbantaskcreate",
-      "community_name": "BaseModel",
-      "id": "server_kanbantaskcreate"
-    },
-    {
-      "label": "KanbanTaskUpdate",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1706",
-      "_origin": "ast",
-      "community": 10,
-      "norm_label": "kanbantaskupdate",
-      "community_name": "BaseModel",
-      "id": "server_kanbantaskupdate"
-    },
-    {
-      "label": "KanbanComplete",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1713",
-      "_origin": "ast",
-      "community": 10,
-      "norm_label": "kanbancomplete",
-      "community_name": "BaseModel",
-      "id": "server_kanbancomplete"
-    },
-    {
-      "label": "KanbanBlock",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1716",
-      "_origin": "ast",
-      "community": 10,
-      "norm_label": "kanbanblock",
-      "community_name": "BaseModel",
-      "id": "server_kanbanblock"
-    },
-    {
-      "label": "KanbanCommentCreate",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1719",
-      "_origin": "ast",
-      "community": 10,
-      "norm_label": "kanbancommentcreate",
-      "community_name": "BaseModel",
-      "id": "server_kanbancommentcreate"
-    },
-    {
-      "label": "KanbanLinkCreate",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1722",
-      "_origin": "ast",
-      "community": 10,
-      "norm_label": "kanbanlinkcreate",
-      "community_name": "BaseModel",
-      "id": "server_kanbanlinkcreate"
-    },
-    {
-      "label": "GoalCreate",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1726",
-      "_origin": "ast",
-      "community": 10,
-      "norm_label": "goalcreate",
-      "community_name": "BaseModel",
-      "id": "server_goalcreate"
-    },
-    {
-      "label": "GoalUpdate",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1732",
-      "_origin": "ast",
-      "community": 34,
-      "norm_label": "goalupdate",
-      "community_name": "load_goals",
-      "id": "server_goalupdate"
-    },
-    {
-      "label": "JournalSave",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1740",
-      "_origin": "ast",
-      "community": 1,
-      "norm_label": "journalsave",
-      "community_name": "server.py",
-      "id": "server_journalsave"
-    },
-    {
-      "label": "RouterSuggest",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1743",
-      "_origin": "ast",
-      "community": 1,
-      "norm_label": "routersuggest",
-      "community_name": "server.py",
-      "id": "server_routersuggest"
-    },
-    {
-      "label": "RouterRoute",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1746",
-      "_origin": "ast",
-      "community": 1,
-      "norm_label": "routerroute",
-      "community_name": "server.py",
-      "id": "server_routerroute"
-    },
-    {
-      "label": "ensure_dir()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1756",
-      "_origin": "ast",
-      "community": 1,
-      "norm_label": "ensure_dir()",
-      "community_name": "server.py",
-      "id": "server_ensure_dir"
-    },
-    {
-      "label": "load_kanban_tasks()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1759",
-      "_origin": "ast",
-      "community": 1,
-      "norm_label": "load_kanban_tasks()",
-      "community_name": "server.py",
-      "id": "server_load_kanban_tasks"
-    },
-    {
-      "label": "kanban_task_path()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1770",
-      "_origin": "ast",
-      "community": 4,
-      "norm_label": "kanban_task_path()",
-      "community_name": "append_audit",
-      "id": "server_kanban_task_path"
-    },
-    {
-      "label": "save_kanban_task()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1780",
-      "_origin": "ast",
-      "community": 4,
-      "norm_label": "save_kanban_task()",
-      "community_name": "append_audit",
-      "id": "server_save_kanban_task"
-    },
-    {
-      "label": "dispatch_kanban_task()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1786",
-      "_origin": "ast",
-      "community": 4,
-      "norm_label": "dispatch_kanban_task()",
-      "community_name": "append_audit",
-      "id": "server_dispatch_kanban_task"
-    },
-    {
-      "label": "_run_kanban_agent()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1802",
-      "_origin": "ast",
-      "community": 4,
-      "norm_label": "_run_kanban_agent()",
-      "community_name": "append_audit",
-      "id": "server_run_kanban_agent"
-    },
-    {
-      "label": "load_goals()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1847",
-      "_origin": "ast",
-      "community": 34,
-      "norm_label": "load_goals()",
-      "community_name": "load_goals",
-      "id": "server_load_goals"
-    },
-    {
-      "label": "save_goals()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1850",
-      "_origin": "ast",
-      "community": 34,
-      "norm_label": "save_goals()",
-      "community_name": "load_goals",
-      "id": "server_save_goals"
-    },
-    {
-      "label": "kanban_board()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1856",
-      "_origin": "ast",
-      "community": 1,
-      "norm_label": "kanban_board()",
-      "community_name": "server.py",
-      "id": "server_kanban_board"
-    },
-    {
-      "label": "kanban_get_task()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1871",
-      "_origin": "ast",
-      "community": 1,
-      "norm_label": "kanban_get_task()",
-      "community_name": "server.py",
-      "id": "server_kanban_get_task"
-    },
-    {
-      "label": "kanban_delete_task()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1878",
-      "_origin": "ast",
-      "community": 4,
-      "norm_label": "kanban_delete_task()",
-      "community_name": "append_audit",
-      "id": "server_kanban_delete_task"
-    },
-    {
-      "label": "kanban_create_task()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1887",
-      "_origin": "ast",
-      "community": 4,
-      "norm_label": "kanban_create_task()",
-      "community_name": "append_audit",
-      "id": "server_kanban_create_task"
-    },
-    {
-      "label": "kanban_update_task()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1911",
-      "_origin": "ast",
-      "community": 4,
-      "norm_label": "kanban_update_task()",
-      "community_name": "append_audit",
-      "id": "server_kanban_update_task"
-    },
-    {
-      "label": "kanban_dispatch_task()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1930",
-      "_origin": "ast",
-      "community": 4,
-      "norm_label": "kanban_dispatch_task()",
-      "community_name": "append_audit",
-      "id": "server_kanban_dispatch_task"
-    },
-    {
-      "label": "kanban_complete_task()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1941",
-      "_origin": "ast",
-      "community": 4,
-      "norm_label": "kanban_complete_task()",
-      "community_name": "append_audit",
-      "id": "server_kanban_complete_task"
-    },
-    {
-      "label": "kanban_block_task()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1955",
-      "_origin": "ast",
-      "community": 4,
-      "norm_label": "kanban_block_task()",
-      "community_name": "append_audit",
-      "id": "server_kanban_block_task"
-    },
-    {
-      "label": "kanban_unblock_task()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1968",
-      "_origin": "ast",
-      "community": 4,
-      "norm_label": "kanban_unblock_task()",
-      "community_name": "append_audit",
-      "id": "server_kanban_unblock_task"
-    },
-    {
-      "label": "kanban_add_comment()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1981",
-      "_origin": "ast",
-      "community": 4,
-      "norm_label": "kanban_add_comment()",
-      "community_name": "append_audit",
-      "id": "server_kanban_add_comment"
-    },
-    {
-      "label": "kanban_add_link()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L1997",
-      "_origin": "ast",
-      "community": 4,
-      "norm_label": "kanban_add_link()",
-      "community_name": "append_audit",
-      "id": "server_kanban_add_link"
-    },
-    {
-      "label": "kanban_remove_link()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L2013",
-      "_origin": "ast",
-      "community": 4,
-      "norm_label": "kanban_remove_link()",
-      "community_name": "append_audit",
-      "id": "server_kanban_remove_link"
-    },
-    {
-      "label": "kanban_dispatch()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L2034",
-      "_origin": "ast",
-      "community": 1,
-      "norm_label": "kanban_dispatch()",
-      "community_name": "server.py",
-      "id": "server_kanban_dispatch"
-    },
-    {
-      "label": "kanban_specify_task()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L2044",
-      "_origin": "ast",
-      "community": 4,
-      "norm_label": "kanban_specify_task()",
-      "community_name": "append_audit",
-      "id": "server_kanban_specify_task"
-    },
-    {
-      "label": "kanban_decompose_task()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L2056",
-      "_origin": "ast",
-      "community": 4,
-      "norm_label": "kanban_decompose_task()",
-      "community_name": "append_audit",
-      "id": "server_kanban_decompose_task"
-    },
-    {
-      "label": "list_goals()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L2085",
-      "_origin": "ast",
-      "community": 34,
-      "norm_label": "list_goals()",
-      "community_name": "load_goals",
-      "id": "server_list_goals"
-    },
-    {
-      "label": "create_goal()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L2092",
-      "_origin": "ast",
-      "community": 4,
-      "norm_label": "create_goal()",
-      "community_name": "append_audit",
-      "id": "server_create_goal"
-    },
-    {
-      "label": "update_goal()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L2120",
-      "_origin": "ast",
-      "community": 34,
-      "norm_label": "update_goal()",
-      "community_name": "load_goals",
-      "id": "server_update_goal"
-    },
-    {
-      "label": "delete_goal()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L2139",
-      "_origin": "ast",
-      "community": 34,
-      "norm_label": "delete_goal()",
-      "community_name": "load_goals",
-      "id": "server_delete_goal"
-    },
-    {
-      "label": "list_journal_entries()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L2152",
-      "_origin": "ast",
-      "community": 1,
-      "norm_label": "list_journal_entries()",
-      "community_name": "server.py",
-      "id": "server_list_journal_entries"
-    },
-    {
-      "label": "get_journal_entry()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L2167",
-      "_origin": "ast",
-      "community": 1,
-      "norm_label": "get_journal_entry()",
-      "community_name": "server.py",
-      "id": "server_get_journal_entry"
-    },
-    {
-      "label": "save_journal_entry()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L2177",
-      "_origin": "ast",
-      "community": 1,
-      "norm_label": "save_journal_entry()",
-      "community_name": "server.py",
-      "id": "server_save_journal_entry"
-    },
-    {
-      "label": "search_journal()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L2188",
-      "_origin": "ast",
-      "community": 1,
-      "norm_label": "search_journal()",
-      "community_name": "server.py",
-      "id": "server_search_journal"
-    },
-    {
-      "label": "get_agent_health()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L2205",
-      "_origin": "ast",
-      "community": 2,
-      "norm_label": "get_agent_health()",
-      "community_name": "load_agent_registry",
-      "id": "server_get_agent_health"
-    },
-    {
-      "label": "get_agent_stats()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L2226",
-      "_origin": "ast",
-      "community": 2,
-      "norm_label": "get_agent_stats()",
-      "community_name": "load_agent_registry",
-      "id": "server_get_agent_stats"
-    },
-    {
-      "label": "refresh_agent_health()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L2250",
-      "_origin": "ast",
-      "community": 2,
-      "norm_label": "refresh_agent_health()",
-      "community_name": "load_agent_registry",
-      "id": "server_refresh_agent_health"
-    },
-    {
-      "label": "AgentRegisterRequest",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L2263",
-      "_origin": "ast",
-      "community": 2,
-      "norm_label": "agentregisterrequest",
-      "community_name": "load_agent_registry",
-      "id": "server_agentregisterrequest"
-    },
-    {
-      "label": "list_agents()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L2281",
-      "_origin": "ast",
-      "community": 2,
-      "norm_label": "list_agents()",
-      "community_name": "load_agent_registry",
-      "id": "server_list_agents"
-    },
-    {
-      "label": "register_agent()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L2292",
-      "_origin": "ast",
-      "community": 2,
-      "norm_label": "register_agent()",
-      "community_name": "load_agent_registry",
-      "id": "server_register_agent"
-    },
-    {
-      "label": "unregister_agent()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L2347",
-      "_origin": "ast",
-      "community": 2,
-      "norm_label": "unregister_agent()",
-      "community_name": "load_agent_registry",
-      "id": "server_unregister_agent"
-    },
-    {
-      "label": "router_suggest()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L2378",
-      "_origin": "ast",
-      "community": 1,
-      "norm_label": "router_suggest()",
-      "community_name": "server.py",
-      "id": "server_router_suggest"
-    },
-    {
-      "label": "router_route()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L2404",
-      "_origin": "ast",
-      "community": 1,
-      "norm_label": "router_route()",
-      "community_name": "server.py",
-      "id": "server_router_route"
-    },
-    {
-      "label": "get_skill_analytics()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L2422",
-      "_origin": "ast",
-      "community": 3,
-      "norm_label": "get_skill_analytics()",
-      "community_name": "read_json",
-      "id": "server_get_skill_analytics"
-    },
-    {
-      "label": "get_trend_analytics()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L2440",
-      "_origin": "ast",
-      "community": 3,
-      "norm_label": "get_trend_analytics()",
-      "community_name": "read_json",
-      "id": "server_get_trend_analytics"
-    },
-    {
-      "label": "list_sessions()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L2458",
-      "_origin": "ast",
-      "community": 1,
-      "norm_label": "list_sessions()",
-      "community_name": "server.py",
-      "id": "server_list_sessions"
-    },
-    {
-      "label": "get_session_replay()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L2486",
-      "_origin": "ast",
-      "community": 1,
-      "norm_label": "get_session_replay()",
-      "community_name": "server.py",
-      "id": "server_get_session_replay"
-    },
-    {
-      "label": "index()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L2538",
-      "_origin": "ast",
-      "community": 1,
-      "norm_label": "index()",
-      "community_name": "server.py",
-      "id": "server_index"
-    },
-    {
-      "label": "test_page()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L2551",
-      "_origin": "ast",
-      "community": 1,
-      "norm_label": "test_page()",
-      "community_name": "server.py",
-      "id": "server_test_page"
-    },
-    {
-      "label": "_recompute_agent_time()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L2568",
-      "_origin": "ast",
-      "community": 1,
-      "norm_label": "_recompute_agent_time()",
-      "community_name": "server.py",
-      "id": "server_recompute_agent_time"
-    },
-    {
-      "label": "get_agent_time()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L2586",
-      "_origin": "ast",
-      "community": 1,
-      "norm_label": "get_agent_time()",
-      "community_name": "server.py",
-      "id": "server_get_agent_time"
-    },
-    {
-      "label": "agent_time_skin()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L2610",
-      "_origin": "ast",
-      "community": 1,
-      "norm_label": "agent_time_skin()",
-      "community_name": "server.py",
-      "id": "server_agent_time_skin"
-    },
-    {
-      "label": "get_agent_insights()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L2649",
-      "_origin": "ast",
-      "community": 3,
-      "norm_label": "get_agent_insights()",
-      "community_name": "read_json",
-      "id": "server_get_agent_insights"
-    },
-    {
-      "label": "favicon()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L2797",
-      "_origin": "ast",
-      "community": 1,
-      "norm_label": "favicon()",
-      "community_name": "server.py",
-      "id": "server_favicon"
-    },
-    {
-      "label": "favicon_svg()",
-      "file_type": "code",
-      "source_file": "server.py",
-      "source_location": "L2801",
-      "_origin": "ast",
-      "community": 1,
-      "norm_label": "favicon_svg()",
-      "community_name": "server.py",
-      "id": "server_favicon_svg"
-    },
-    {
-      "label": "Return local dashboard origins allowed to call the API.",
-      "file_type": "rationale",
-      "source_file": "server.py",
-      "source_location": "L49",
-      "_origin": "ast",
-      "community": 5,
-      "norm_label": "return local dashboard origins allowed to call the api.",
-      "community_name": "orchestrate_multi_agent",
-      "id": "server_rationale_49"
-    },
-    {
-      "label": "Load JSON from path, returning ``default`` when the file is missing.      On cor",
-      "file_type": "rationale",
-      "source_file": "server.py",
-      "source_location": "L146",
-      "_origin": "ast",
-      "community": 3,
-      "norm_label": "load json from path, returning ``default`` when the file is missing.      on cor",
-      "community_name": "read_json",
-      "id": "server_rationale_146"
-    },
-    {
-      "label": "Serialize data as pretty JSON to path.",
-      "file_type": "rationale",
-      "source_file": "server.py",
-      "source_location": "L165",
-      "_origin": "ast",
-      "community": 3,
-      "norm_label": "serialize data as pretty json to path.",
-      "community_name": "read_json",
-      "id": "server_rationale_165"
-    },
-    {
-      "label": "Yield skill directories, skipping hidden and underscore-prefixed ones.",
-      "file_type": "rationale",
-      "source_file": "server.py",
-      "source_location": "L169",
-      "_origin": "ast",
-      "community": 3,
-      "norm_label": "yield skill directories, skipping hidden and underscore-prefixed ones.",
-      "community_name": "read_json",
-      "id": "server_rationale_169"
-    },
-    {
-      "label": "Push a single document into the centralized brain index.      Best-effort: a bra",
-      "file_type": "rationale",
-      "source_file": "server.py",
-      "source_location": "L202",
-      "_origin": "ast",
-      "community": 5,
-      "norm_label": "push a single document into the centralized brain index.      best-effort: a bra",
-      "community_name": "orchestrate_multi_agent",
-      "id": "server_rationale_202"
-    },
-    {
-      "label": "Persist real invocation stats for an agent (consumed by /api/agents/health).",
-      "file_type": "rationale",
-      "source_file": "server.py",
-      "source_location": "L242",
-      "_origin": "ast",
-      "community": 8,
-      "norm_label": "persist real invocation stats for an agent (consumed by /api/agents/health).",
-      "community_name": "run_skill",
-      "id": "server_rationale_242"
-    },
-    {
-      "label": "Detect the error/refusal/busy sentinels this server emits on agent failures.",
-      "file_type": "rationale",
-      "source_file": "server.py",
-      "source_location": "L261",
-      "_origin": "ast",
-      "community": 8,
-      "norm_label": "detect the error/refusal/busy sentinels this server emits on agent failures.",
-      "community_name": "run_skill",
-      "id": "server_rationale_261"
-    },
-    {
-      "label": "Weighted 0-100 quality score from eval.json criteria + response features.",
-      "file_type": "rationale",
-      "source_file": "server.py",
-      "source_location": "L296",
-      "_origin": "ast",
-      "community": 8,
-      "norm_label": "weighted 0-100 quality score from eval.json criteria + response features.",
-      "community_name": "run_skill",
-      "id": "server_rationale_296"
-    },
-    {
-      "label": "Append a run's score to skills/<name>/score-history.json.",
-      "file_type": "rationale",
-      "source_file": "server.py",
-      "source_location": "L333",
-      "_origin": "ast",
-      "community": 8,
-      "norm_label": "append a run's score to skills/<name>/score-history.json.",
-      "community_name": "run_skill",
-      "id": "server_rationale_333"
-    },
-    {
-      "label": "Load agent registry from disk, merging with builtins.",
-      "file_type": "rationale",
-      "source_file": "server.py",
-      "source_location": "L388",
-      "_origin": "ast",
-      "community": 2,
-      "norm_label": "load agent registry from disk, merging with builtins.",
-      "community_name": "load_agent_registry",
-      "id": "server_rationale_388"
-    },
-    {
-      "label": "Save custom agents to disk (excluding builtins).",
-      "file_type": "rationale",
-      "source_file": "server.py",
-      "source_location": "L403",
-      "_origin": "ast",
-      "community": 2,
-      "norm_label": "save custom agents to disk (excluding builtins).",
-      "community_name": "load_agent_registry",
-      "id": "server_rationale_403"
-    },
-    {
-      "label": "Build the command to invoke Hermes, bridging through WSL if the real agent only",
-      "file_type": "rationale",
-      "source_file": "server.py",
-      "source_location": "L418",
-      "_origin": "ast",
-      "community": 37,
-      "norm_label": "build the command to invoke hermes, bridging through wsl if the real agent only",
-      "community_name": "hermes_cli_args",
-      "id": "server_rationale_418"
-    },
-    {
-      "label": "Cached: this spawns a subprocess (possibly via WSL), and /api/status is polled e",
-      "file_type": "rationale",
-      "source_file": "server.py",
-      "source_location": "L438",
-      "_origin": "ast",
-      "community": 37,
-      "norm_label": "cached: this spawns a subprocess (possibly via wsl), and /api/status is polled e",
-      "community_name": "hermes_cli_args",
-      "id": "server_rationale_438"
-    },
-    {
-      "label": "Dynamic agent check based on registry configuration.",
-      "file_type": "rationale",
-      "source_file": "server.py",
-      "source_location": "L452",
-      "_origin": "ast",
-      "community": 2,
-      "norm_label": "dynamic agent check based on registry configuration.",
-      "community_name": "load_agent_registry",
-      "id": "server_rationale_452"
-    },
-    {
-      "label": "Execute a message on any registered agent.",
-      "file_type": "rationale",
-      "source_file": "server.py",
-      "source_location": "L512",
-      "_origin": "ast",
-      "community": 2,
-      "norm_label": "execute a message on any registered agent.",
-      "community_name": "load_agent_registry",
-      "id": "server_rationale_512"
-    },
-    {
-      "label": "Execute via CLI binary.",
-      "file_type": "rationale",
-      "source_file": "server.py",
-      "source_location": "L532",
-      "_origin": "ast",
-      "community": 2,
-      "norm_label": "execute via cli binary.",
-      "community_name": "load_agent_registry",
-      "id": "server_rationale_532"
-    },
-    {
-      "label": "Execute via HTTP API endpoint.",
-      "file_type": "rationale",
-      "source_file": "server.py",
-      "source_location": "L564",
-      "_origin": "ast",
-      "community": 2,
-      "norm_label": "execute via http api endpoint.",
-      "community_name": "load_agent_registry",
-      "id": "server_rationale_564"
-    },
-    {
-      "label": "Execute via MCP server.",
-      "file_type": "rationale",
-      "source_file": "server.py",
-      "source_location": "L584",
-      "_origin": "ast",
-      "community": 2,
-      "norm_label": "execute via mcp server.",
-      "community_name": "load_agent_registry",
-      "id": "server_rationale_584"
-    },
-    {
-      "label": "Lazy import of brain-core so a missing dir never breaks server boot.",
-      "file_type": "rationale",
-      "source_file": "server.py",
-      "source_location": "L633",
-      "_origin": "ast",
-      "community": 5,
-      "norm_label": "lazy import of brain-core so a missing dir never breaks server boot.",
-      "community_name": "orchestrate_multi_agent",
-      "id": "server_rationale_633"
-    },
-    {
-      "label": "Agents push a single document into the brain. Fields: source,     source_path, t",
-      "file_type": "rationale",
-      "source_file": "server.py",
-      "source_location": "L657",
-      "_origin": "ast",
-      "community": 5,
-      "norm_label": "agents push a single document into the brain. fields: source,     source_path, t",
-      "community_name": "orchestrate_multi_agent",
-      "id": "server_rationale_657"
-    },
-    {
-      "label": "Return the directory of an existing skill by matching ``name`` against the     a",
-      "file_type": "rationale",
-      "source_file": "server.py",
-      "source_location": "L718",
-      "_origin": "ast",
-      "community": 3,
-      "norm_label": "return the directory of an existing skill by matching ``name`` against the     a",
-      "community_name": "read_json",
-      "id": "server_rationale_718"
-    },
-    {
-      "label": "Run a single agent on its angle. Returns (agent, output, error).",
-      "file_type": "rationale",
-      "source_file": "server.py",
-      "source_location": "L931",
-      "_origin": "ast",
-      "community": 5,
-      "norm_label": "run a single agent on its angle. returns (agent, output, error).",
-      "community_name": "orchestrate_multi_agent",
-      "id": "server_rationale_931"
-    },
-    {
-      "label": "Spin up multiple agents on the same project goal from different angles,     then",
-      "file_type": "rationale",
-      "source_file": "server.py",
-      "source_location": "L940",
-      "_origin": "ast",
-      "community": 5,
-      "norm_label": "spin up multiple agents on the same project goal from different angles,     then",
-      "community_name": "orchestrate_multi_agent",
-      "id": "server_rationale_940"
-    },
-    {
-      "label": "List connected external apps/integrations.",
-      "file_type": "rationale",
-      "source_file": "server.py",
-      "source_location": "L1255",
-      "_origin": "ast",
-      "community": 1,
-      "norm_label": "list connected external apps/integrations.",
-      "community_name": "server.py",
-      "id": "server_rationale_1255"
-    },
-    {
-      "label": "Connect an external app via URL/webhook.",
-      "file_type": "rationale",
-      "source_file": "server.py",
-      "source_location": "L1263",
-      "_origin": "ast",
-      "community": 4,
-      "norm_label": "connect an external app via url/webhook.",
-      "community_name": "append_audit",
-      "id": "server_rationale_1263"
-    },
-    {
-      "label": "Resolve a restore request to a real .tar.gz inside backups/, rejecting traversal",
-      "file_type": "rationale",
-      "source_file": "server.py",
-      "source_location": "L1317",
-      "_origin": "ast",
-      "community": 15,
-      "norm_label": "resolve a restore request to a real .tar.gz inside backups/, rejecting traversal",
-      "community_name": "Path",
-      "id": "server_rationale_1317"
-    },
-    {
-      "label": "Extract a tar archive, refusing members that would escape dest (CVE-2007-4559).",
-      "file_type": "rationale",
-      "source_file": "server.py",
-      "source_location": "L1332",
-      "_origin": "ast",
-      "community": 15,
-      "norm_label": "extract a tar archive, refusing members that would escape dest (cve-2007-4559).",
-      "community_name": "Path",
-      "id": "server_rationale_1332"
-    },
-    {
-      "label": "Strip CLI metadata from Hermes output, returning only the AI response.",
-      "file_type": "rationale",
-      "source_file": "server.py",
-      "source_location": "L1424",
-      "_origin": "ast",
-      "community": 8,
-      "norm_label": "strip cli metadata from hermes output, returning only the ai response.",
-      "community_name": "run_skill",
-      "id": "server_rationale_1424"
-    },
-    {
-      "label": "Wraps a real pseudo-terminal shell process, POSIX (stdlib pty) or Windows (pywin",
-      "file_type": "rationale",
-      "source_file": "server.py",
-      "source_location": "L1572",
-      "_origin": "ast",
-      "community": 5,
-      "norm_label": "wraps a real pseudo-terminal shell process, posix (stdlib pty) or windows (pywin",
-      "community_name": "orchestrate_multi_agent",
-      "id": "server_rationale_1572"
-    },
-    {
-      "label": "Resolve a task id to its file path, rejecting anything that isn't a plain genera",
-      "file_type": "rationale",
-      "source_file": "server.py",
-      "source_location": "L1771",
-      "_origin": "ast",
-      "community": 4,
-      "norm_label": "resolve a task id to its file path, rejecting anything that isn't a plain genera",
-      "community_name": "append_audit",
-      "id": "server_rationale_1771"
-    },
-    {
-      "label": "Move a task to in_progress and hand it to its assignee agent in the background.",
-      "file_type": "rationale",
-      "source_file": "server.py",
-      "source_location": "L1787",
-      "_origin": "ast",
-      "community": 4,
-      "norm_label": "move a task to in_progress and hand it to its assignee agent in the background.",
-      "community_name": "append_audit",
-      "id": "server_rationale_1787"
-    },
-    {
-      "label": "List all registered agents (built-in + custom).",
-      "file_type": "rationale",
-      "source_file": "server.py",
-      "source_location": "L2282",
-      "_origin": "ast",
-      "community": 2,
-      "norm_label": "list all registered agents (built-in + custom).",
-      "community_name": "load_agent_registry",
-      "id": "server_rationale_2282"
-    },
-    {
-      "label": "Register a new custom agent.",
-      "file_type": "rationale",
-      "source_file": "server.py",
-      "source_location": "L2293",
-      "_origin": "ast",
-      "community": 2,
-      "norm_label": "register a new custom agent.",
-      "community_name": "load_agent_registry",
-      "id": "server_rationale_2293"
-    },
-    {
-      "label": "Remove a custom agent (built-ins cannot be removed).",
-      "file_type": "rationale",
-      "source_file": "server.py",
-      "source_location": "L2348",
-      "_origin": "ast",
-      "community": 2,
-      "norm_label": "remove a custom agent (built-ins cannot be removed).",
-      "community_name": "load_agent_registry",
-      "id": "server_rationale_2348"
-    },
-    {
-      "label": "Run the analyzer to (re)generate data/agent-time.json. Returns report.",
-      "file_type": "rationale",
-      "source_file": "server.py",
-      "source_location": "L2569",
-      "_origin": "ast",
-      "community": 1,
-      "norm_label": "run the analyzer to (re)generate data/agent-time.json. returns report.",
-      "community_name": "server.py",
-      "id": "server_rationale_2569"
-    },
-    {
-      "label": "# NOTE: The interactive terminal is provided by the in-app WebSocket",
-      "file_type": "rationale",
-      "source_file": "server.py",
-      "source_location": "L2518",
-      "_origin": "ast",
-      "community": 1,
-      "norm_label": "# note: the interactive terminal is provided by the in-app websocket",
-      "community_name": "server.py",
-      "id": "server_rationale_2518"
-    },
-    {
-      "label": "# NOTE: no recompute happens at startup or import; the report is only",
-      "file_type": "rationale",
-      "source_file": "server.py",
-      "source_location": "L2561",
-      "_origin": "ast",
-      "community": 1,
-      "norm_label": "# note: no recompute happens at startup or import; the report is only",
-      "community_name": "server.py",
-      "id": "server_rationale_2561"
-    },
     {
       "label": "start-agentic-os.sh",
       "file_type": "code",
@@ -5569,7 +3391,7 @@
       "source_file": "start.ps1",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 48,
+      "community": 47,
       "norm_label": "start.ps1",
       "community_name": "start.ps1",
       "id": "start_ps1_start"
@@ -5580,7 +3402,7 @@
       "source_file": "start.ps1",
       "source_location": "L11",
       "_origin": "ast",
-      "community": 48,
+      "community": 47,
       "norm_label": "resolve-python()",
       "community_name": "start.ps1",
       "id": "start_resolve_python"
@@ -5591,7 +3413,7 @@
       "source_file": "start.ps1",
       "source_location": "L43",
       "_origin": "ast",
-      "community": 48,
+      "community": 47,
       "norm_label": "find-freeport()",
       "community_name": "start.ps1",
       "id": "start_find_freeport"
@@ -5632,7 +3454,7 @@
       "source_file": "tests/conftest.py",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 38,
+      "community": 37,
       "norm_label": "conftest.py",
       "community_name": "conftest.py",
       "id": "tests_conftest"
@@ -5643,7 +3465,7 @@
       "source_file": "tests/conftest.py",
       "source_location": "L21",
       "_origin": "ast",
-      "community": 38,
+      "community": 37,
       "norm_label": "server_module()",
       "community_name": "conftest.py",
       "id": "tests_conftest_server_module"
@@ -5654,7 +3476,7 @@
       "source_file": "tests/conftest.py",
       "source_location": "L47",
       "_origin": "ast",
-      "community": 38,
+      "community": 37,
       "norm_label": "client()",
       "community_name": "conftest.py",
       "id": "tests_conftest_client"
@@ -5665,7 +3487,7 @@
       "source_file": "tests/conftest.py",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 38,
+      "community": 37,
       "norm_label": "shared pytest fixtures for the agentic os test suite.  the application code (``s",
       "community_name": "conftest.py",
       "id": "tests_conftest_rationale_1"
@@ -5676,7 +3498,7 @@
       "source_file": "tests/conftest.py",
       "source_location": "L22",
       "_origin": "ast",
-      "community": 38,
+      "community": 37,
       "norm_label": "import ``server`` with all filesystem paths redirected to ``tmp_path``.      ret",
       "community_name": "conftest.py",
       "id": "tests_conftest_rationale_22"
@@ -5687,7 +3509,7 @@
       "source_file": "tests/test_scheduler.py",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 31,
+      "community": 30,
       "norm_label": "test_scheduler.py",
       "community_name": "test_scheduler.py",
       "id": "tests_test_scheduler"
@@ -5698,7 +3520,7 @@
       "source_file": "tests/test_scheduler.py",
       "source_location": "L16",
       "_origin": "ast",
-      "community": 31,
+      "community": 30,
       "norm_label": "scheduler_module()",
       "community_name": "test_scheduler.py",
       "id": "tests_test_scheduler_scheduler_module"
@@ -5709,7 +3531,7 @@
       "source_file": "tests/test_scheduler.py",
       "source_location": "L26",
       "_origin": "ast",
-      "community": 31,
+      "community": 30,
       "norm_label": "test_run_skill_appends_audit()",
       "community_name": "test_scheduler.py",
       "id": "tests_test_scheduler_test_run_skill_appends_audit"
@@ -5720,7 +3542,7 @@
       "source_file": "tests/test_scheduler.py",
       "source_location": "L36",
       "_origin": "ast",
-      "community": 31,
+      "community": 30,
       "norm_label": "test_load_jobs_registers_enabled()",
       "community_name": "test_scheduler.py",
       "id": "tests_test_scheduler_test_load_jobs_registers_enabled"
@@ -5731,7 +3553,7 @@
       "source_file": "tests/test_scheduler.py",
       "source_location": "L49",
       "_origin": "ast",
-      "community": 31,
+      "community": 30,
       "norm_label": "test_load_jobs_skips_disabled()",
       "community_name": "test_scheduler.py",
       "id": "tests_test_scheduler_test_load_jobs_skips_disabled"
@@ -5742,7 +3564,7 @@
       "source_file": "tests/test_scheduler.py",
       "source_location": "L59",
       "_origin": "ast",
-      "community": 31,
+      "community": 30,
       "norm_label": "test_load_jobs_falls_back_to_name_as_id()",
       "community_name": "test_scheduler.py",
       "id": "tests_test_scheduler_test_load_jobs_falls_back_to_name_as_id"
@@ -5753,7 +3575,7 @@
       "source_file": "tests/test_scheduler.py",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 31,
+      "community": 30,
       "norm_label": "unit tests for ``scheduler/scheduler.py``.",
       "community_name": "test_scheduler.py",
       "id": "tests_test_scheduler_rationale_1"
@@ -5764,7 +3586,7 @@
       "source_file": "tests/test_server_endpoints.py",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 0,
+      "community": 1,
       "norm_label": "test_server_endpoints.py",
       "community_name": "test_server_endpoints.py",
       "id": "tests_test_server_endpoints"
@@ -5775,7 +3597,7 @@
       "source_file": "tests/test_server_endpoints.py",
       "source_location": "L9",
       "_origin": "ast",
-      "community": 0,
+      "community": 1,
       "norm_label": "test_status_ok()",
       "community_name": "test_server_endpoints.py",
       "id": "tests_test_server_endpoints_test_status_ok"
@@ -5786,7 +3608,7 @@
       "source_file": "tests/test_server_endpoints.py",
       "source_location": "L19",
       "_origin": "ast",
-      "community": 0,
+      "community": 1,
       "norm_label": "test_index_without_dashboard()",
       "community_name": "test_server_endpoints.py",
       "id": "tests_test_server_endpoints_test_index_without_dashboard"
@@ -5797,7 +3619,7 @@
       "source_file": "tests/test_server_endpoints.py",
       "source_location": "L25",
       "_origin": "ast",
-      "community": 0,
+      "community": 1,
       "norm_label": "test_favicon_endpoints()",
       "community_name": "test_server_endpoints.py",
       "id": "tests_test_server_endpoints_test_favicon_endpoints"
@@ -5808,7 +3630,7 @@
       "source_file": "tests/test_server_endpoints.py",
       "source_location": "L34",
       "_origin": "ast",
-      "community": 0,
+      "community": 1,
       "norm_label": "test_brain_list_and_get_and_update()",
       "community_name": "test_server_endpoints.py",
       "id": "tests_test_server_endpoints_test_brain_list_and_get_and_update"
@@ -5819,7 +3641,7 @@
       "source_file": "tests/test_server_endpoints.py",
       "source_location": "L49",
       "_origin": "ast",
-      "community": 0,
+      "community": 1,
       "norm_label": "test_brain_get_missing_404()",
       "community_name": "test_server_endpoints.py",
       "id": "tests_test_server_endpoints_test_brain_get_missing_404"
@@ -5830,7 +3652,7 @@
       "source_file": "tests/test_server_endpoints.py",
       "source_location": "L55",
       "_origin": "ast",
-      "community": 0,
+      "community": 1,
       "norm_label": "_make_skill()",
       "community_name": "test_server_endpoints.py",
       "id": "tests_test_server_endpoints_make_skill"
@@ -5841,7 +3663,7 @@
       "source_file": "tests/test_server_endpoints.py",
       "source_location": "L67",
       "_origin": "ast",
-      "community": 0,
+      "community": 1,
       "norm_label": "test_list_skills()",
       "community_name": "test_server_endpoints.py",
       "id": "tests_test_server_endpoints_test_list_skills"
@@ -5852,7 +3674,7 @@
       "source_file": "tests/test_server_endpoints.py",
       "source_location": "L80",
       "_origin": "ast",
-      "community": 0,
+      "community": 1,
       "norm_label": "test_get_skill_and_missing()",
       "community_name": "test_server_endpoints.py",
       "id": "tests_test_server_endpoints_test_get_skill_and_missing"
@@ -5863,7 +3685,7 @@
       "source_file": "tests/test_server_endpoints.py",
       "source_location": "L88",
       "_origin": "ast",
-      "community": 0,
+      "community": 1,
       "norm_label": "test_get_skill_eval()",
       "community_name": "test_server_endpoints.py",
       "id": "tests_test_server_endpoints_test_get_skill_eval"
@@ -5874,7 +3696,7 @@
       "source_file": "tests/test_server_endpoints.py",
       "source_location": "L99",
       "_origin": "ast",
-      "community": 0,
+      "community": 1,
       "norm_label": "test_run_skill_auto_routes()",
       "community_name": "test_server_endpoints.py",
       "id": "tests_test_server_endpoints_test_run_skill_auto_routes"
@@ -5885,7 +3707,7 @@
       "source_file": "tests/test_server_endpoints.py",
       "source_location": "L114",
       "_origin": "ast",
-      "community": 0,
+      "community": 1,
       "norm_label": "test_run_skill_uses_skill_md_primary()",
       "community_name": "test_server_endpoints.py",
       "id": "tests_test_server_endpoints_test_run_skill_uses_skill_md_primary"
@@ -5896,7 +3718,7 @@
       "source_file": "tests/test_server_endpoints.py",
       "source_location": "L121",
       "_origin": "ast",
-      "community": 0,
+      "community": 1,
       "norm_label": "test_run_skill_missing_404()",
       "community_name": "test_server_endpoints.py",
       "id": "tests_test_server_endpoints_test_run_skill_missing_404"
@@ -5907,7 +3729,7 @@
       "source_file": "tests/test_server_endpoints.py",
       "source_location": "L128",
       "_origin": "ast",
-      "community": 0,
+      "community": 1,
       "norm_label": "test_scheduler_job_crud()",
       "community_name": "test_server_endpoints.py",
       "id": "tests_test_server_endpoints_test_scheduler_job_crud"
@@ -5918,7 +3740,7 @@
       "source_file": "tests/test_server_endpoints.py",
       "source_location": "L143",
       "_origin": "ast",
-      "community": 0,
+      "community": 1,
       "norm_label": "test_delete_missing_job_404()",
       "community_name": "test_server_endpoints.py",
       "id": "tests_test_server_endpoints_test_delete_missing_job_404"
@@ -5929,7 +3751,7 @@
       "source_file": "tests/test_server_endpoints.py",
       "source_location": "L149",
       "_origin": "ast",
-      "community": 0,
+      "community": 1,
       "norm_label": "test_audit_empty_and_limit()",
       "community_name": "test_server_endpoints.py",
       "id": "tests_test_server_endpoints_test_audit_empty_and_limit"
@@ -5940,7 +3762,7 @@
       "source_file": "tests/test_server_endpoints.py",
       "source_location": "L160",
       "_origin": "ast",
-      "community": 0,
+      "community": 1,
       "norm_label": "test_cost_empty_then_record()",
       "community_name": "test_server_endpoints.py",
       "id": "tests_test_server_endpoints_test_cost_empty_then_record"
@@ -5951,7 +3773,7 @@
       "source_file": "tests/test_server_endpoints.py",
       "source_location": "L170",
       "_origin": "ast",
-      "community": 0,
+      "community": 1,
       "norm_label": "test_plugins_install_flow()",
       "community_name": "test_server_endpoints.py",
       "id": "tests_test_server_endpoints_test_plugins_install_flow"
@@ -5962,7 +3784,7 @@
       "source_file": "tests/test_server_endpoints.py",
       "source_location": "L180",
       "_origin": "ast",
-      "community": 0,
+      "community": 1,
       "norm_label": "test_settings_get_empty_and_update_merges()",
       "community_name": "test_server_endpoints.py",
       "id": "tests_test_server_endpoints_test_settings_get_empty_and_update_merges"
@@ -5973,7 +3795,7 @@
       "source_file": "tests/test_server_endpoints.py",
       "source_location": "L190",
       "_origin": "ast",
-      "community": 0,
+      "community": 1,
       "norm_label": "test_standards_list_and_discover()",
       "community_name": "test_server_endpoints.py",
       "id": "tests_test_server_endpoints_test_standards_list_and_discover"
@@ -5984,7 +3806,7 @@
       "source_file": "tests/test_server_endpoints.py",
       "source_location": "L202",
       "_origin": "ast",
-      "community": 0,
+      "community": 1,
       "norm_label": "test_prompts_list()",
       "community_name": "test_server_endpoints.py",
       "id": "tests_test_server_endpoints_test_prompts_list"
@@ -5995,7 +3817,7 @@
       "source_file": "tests/test_server_endpoints.py",
       "source_location": "L209",
       "_origin": "ast",
-      "community": 0,
+      "community": 1,
       "norm_label": "test_backup_create_list_restore()",
       "community_name": "test_server_endpoints.py",
       "id": "tests_test_server_endpoints_test_backup_create_list_restore"
@@ -6006,7 +3828,7 @@
       "source_file": "tests/test_server_endpoints.py",
       "source_location": "L218",
       "_origin": "ast",
-      "community": 0,
+      "community": 1,
       "norm_label": "test_restore_missing_backup_404()",
       "community_name": "test_server_endpoints.py",
       "id": "tests_test_server_endpoints_test_restore_missing_backup_404"
@@ -6017,7 +3839,7 @@
       "source_file": "tests/test_server_endpoints.py",
       "source_location": "L224",
       "_origin": "ast",
-      "community": 0,
+      "community": 1,
       "norm_label": "test_chat_invalid_agent()",
       "community_name": "test_server_endpoints.py",
       "id": "tests_test_server_endpoints_test_chat_invalid_agent"
@@ -6028,7 +3850,7 @@
       "source_file": "tests/test_server_endpoints.py",
       "source_location": "L228",
       "_origin": "ast",
-      "community": 0,
+      "community": 1,
       "norm_label": "test_chat_records_history()",
       "community_name": "test_server_endpoints.py",
       "id": "tests_test_server_endpoints_test_chat_records_history"
@@ -6039,7 +3861,7 @@
       "source_file": "tests/test_server_endpoints.py",
       "source_location": "L240",
       "_origin": "ast",
-      "community": 0,
+      "community": 1,
       "norm_label": "test_terminal_session_and_blank_command()",
       "community_name": "test_server_endpoints.py",
       "id": "tests_test_server_endpoints_test_terminal_session_and_blank_command"
@@ -6050,7 +3872,7 @@
       "source_file": "tests/test_server_endpoints.py",
       "source_location": "L246",
       "_origin": "ast",
-      "community": 0,
+      "community": 1,
       "norm_label": "test_terminal_cd_invalid_dir()",
       "community_name": "test_server_endpoints.py",
       "id": "tests_test_server_endpoints_test_terminal_cd_invalid_dir"
@@ -6061,7 +3883,7 @@
       "source_file": "tests/test_server_endpoints.py",
       "source_location": "L252",
       "_origin": "ast",
-      "community": 0,
+      "community": 1,
       "norm_label": "test_terminal_run_echo()",
       "community_name": "test_server_endpoints.py",
       "id": "tests_test_server_endpoints_test_terminal_run_echo"
@@ -6072,7 +3894,7 @@
       "source_file": "tests/test_server_endpoints.py",
       "source_location": "L260",
       "_origin": "ast",
-      "community": 0,
+      "community": 1,
       "norm_label": "test_goals_crud()",
       "community_name": "test_server_endpoints.py",
       "id": "tests_test_server_endpoints_test_goals_crud"
@@ -6083,7 +3905,7 @@
       "source_file": "tests/test_server_endpoints.py",
       "source_location": "L272",
       "_origin": "ast",
-      "community": 0,
+      "community": 1,
       "norm_label": "test_goal_creation_syncs_active_projects()",
       "community_name": "test_server_endpoints.py",
       "id": "tests_test_server_endpoints_test_goal_creation_syncs_active_projects"
@@ -6094,7 +3916,7 @@
       "source_file": "tests/test_server_endpoints.py",
       "source_location": "L281",
       "_origin": "ast",
-      "community": 0,
+      "community": 1,
       "norm_label": "test_journal_save_get_list_search()",
       "community_name": "test_server_endpoints.py",
       "id": "tests_test_server_endpoints_test_journal_save_get_list_search"
@@ -6105,7 +3927,7 @@
       "source_file": "tests/test_server_endpoints.py",
       "source_location": "L294",
       "_origin": "ast",
-      "community": 0,
+      "community": 1,
       "norm_label": "test_agent_health()",
       "community_name": "test_server_endpoints.py",
       "id": "tests_test_server_endpoints_test_agent_health"
@@ -6116,7 +3938,7 @@
       "source_file": "tests/test_server_endpoints.py",
       "source_location": "L301",
       "_origin": "ast",
-      "community": 0,
+      "community": 1,
       "norm_label": "test_agent_stats_valid_and_invalid()",
       "community_name": "test_server_endpoints.py",
       "id": "tests_test_server_endpoints_test_agent_stats_valid_and_invalid"
@@ -6127,7 +3949,7 @@
       "source_file": "tests/test_server_endpoints.py",
       "source_location": "L307",
       "_origin": "ast",
-      "community": 0,
+      "community": 1,
       "norm_label": "test_agent_health_refresh()",
       "community_name": "test_server_endpoints.py",
       "id": "tests_test_server_endpoints_test_agent_health_refresh"
@@ -6138,7 +3960,7 @@
       "source_file": "tests/test_server_endpoints.py",
       "source_location": "L314",
       "_origin": "ast",
-      "community": 0,
+      "community": 1,
       "norm_label": "test_router_suggest_high_confidence()",
       "community_name": "test_server_endpoints.py",
       "id": "tests_test_server_endpoints_test_router_suggest_high_confidence"
@@ -6149,7 +3971,7 @@
       "source_file": "tests/test_server_endpoints.py",
       "source_location": "L320",
       "_origin": "ast",
-      "community": 0,
+      "community": 1,
       "norm_label": "test_router_suggest_low_confidence()",
       "community_name": "test_server_endpoints.py",
       "id": "tests_test_server_endpoints_test_router_suggest_low_confidence"
@@ -6160,7 +3982,7 @@
       "source_file": "tests/test_server_endpoints.py",
       "source_location": "L325",
       "_origin": "ast",
-      "community": 0,
+      "community": 1,
       "norm_label": "test_router_route_valid_and_invalid()",
       "community_name": "test_server_endpoints.py",
       "id": "tests_test_server_endpoints_test_router_route_valid_and_invalid"
@@ -6171,7 +3993,7 @@
       "source_file": "tests/test_server_endpoints.py",
       "source_location": "L332",
       "_origin": "ast",
-      "community": 0,
+      "community": 1,
       "norm_label": "test_skill_analytics()",
       "community_name": "test_server_endpoints.py",
       "id": "tests_test_server_endpoints_test_skill_analytics"
@@ -6182,7 +4004,7 @@
       "source_file": "tests/test_server_endpoints.py",
       "source_location": "L342",
       "_origin": "ast",
-      "community": 0,
+      "community": 1,
       "norm_label": "test_trend_analytics()",
       "community_name": "test_server_endpoints.py",
       "id": "tests_test_server_endpoints_test_trend_analytics"
@@ -6193,7 +4015,7 @@
       "source_file": "tests/test_server_endpoints.py",
       "source_location": "L351",
       "_origin": "ast",
-      "community": 0,
+      "community": 1,
       "norm_label": "test_sessions_list_empty()",
       "community_name": "test_server_endpoints.py",
       "id": "tests_test_server_endpoints_test_sessions_list_empty"
@@ -6204,7 +4026,7 @@
       "source_file": "tests/test_server_endpoints.py",
       "source_location": "L356",
       "_origin": "ast",
-      "community": 0,
+      "community": 1,
       "norm_label": "test_session_replay_not_found()",
       "community_name": "test_server_endpoints.py",
       "id": "tests_test_server_endpoints_test_session_replay_not_found"
@@ -6215,7 +4037,7 @@
       "source_file": "tests/test_server_endpoints.py",
       "source_location": "L1",
       "_origin": "ast",
-      "community": 0,
+      "community": 1,
       "norm_label": "endpoint tests for ``server.py`` exercised through fastapi's testclient.",
       "community_name": "test_server_endpoints.py",
       "id": "tests_test_server_endpoints_rationale_1"
@@ -6725,7 +4547,7 @@
         "kind": "file"
       },
       "_origin": "ast",
-      "community": 51,
+      "community": 50,
       "norm_label": "build-central.sh",
       "id": "brain_graph_build_central"
     },
@@ -6739,9 +4561,2017 @@
         "kind": "bash_entrypoint"
       },
       "_origin": "ast",
-      "community": 51,
+      "community": 50,
       "norm_label": "build-central.sh script",
       "id": "brain_graph_build_central_sh__entry"
+    },
+    {
+      "label": "sync-to-windows.sh",
+      "file_type": "code",
+      "source_file": "brain/graph/sync-to-windows.sh",
+      "source_location": "L1",
+      "metadata": {
+        "language": "bash",
+        "kind": "file"
+      },
+      "_origin": "ast",
+      "id": "brain_graph_sync_to_windows",
+      "community": 53,
+      "norm_label": "sync-to-windows.sh"
+    },
+    {
+      "label": "sync-to-windows.sh script",
+      "file_type": "code",
+      "source_file": "brain/graph/sync-to-windows.sh",
+      "source_location": "L1",
+      "metadata": {
+        "language": "bash",
+        "kind": "bash_entrypoint"
+      },
+      "_origin": "ast",
+      "id": "brain_graph_sync_to_windows_sh__entry",
+      "community": 53,
+      "norm_label": "sync-to-windows.sh script"
+    },
+    {
+      "label": "server.py",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1",
+      "_origin": "ast",
+      "id": "server",
+      "community": 0,
+      "norm_label": "server.py"
+    },
+    {
+      "label": "get_cors_origins()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L48",
+      "_origin": "ast",
+      "id": "server_get_cors_origins",
+      "community": 5,
+      "norm_label": "get_cors_origins()"
+    },
+    {
+      "label": "BrainUpdate",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L89",
+      "_origin": "ast",
+      "id": "server_brainupdate",
+      "community": 0,
+      "norm_label": "brainupdate"
+    },
+    {
+      "label": "SkillRunRequest",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L92",
+      "_origin": "ast",
+      "id": "server_skillrunrequest",
+      "community": 12,
+      "norm_label": "skillrunrequest"
+    },
+    {
+      "label": "OrchestrateRequest",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L96",
+      "_origin": "ast",
+      "id": "server_orchestraterequest",
+      "community": 5,
+      "norm_label": "orchestraterequest"
+    },
+    {
+      "label": "SkillCreate",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L103",
+      "_origin": "ast",
+      "id": "server_skillcreate",
+      "community": 8,
+      "norm_label": "skillcreate"
+    },
+    {
+      "label": "SkillUpdate",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L107",
+      "_origin": "ast",
+      "id": "server_skillupdate",
+      "community": 0,
+      "norm_label": "skillupdate"
+    },
+    {
+      "label": "SkillContextFileWrite",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L110",
+      "_origin": "ast",
+      "id": "server_skillcontextfilewrite",
+      "community": 8,
+      "norm_label": "skillcontextfilewrite"
+    },
+    {
+      "label": "ScheduleJobRequest",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L113",
+      "_origin": "ast",
+      "id": "server_schedulejobrequest",
+      "community": 0,
+      "norm_label": "schedulejobrequest"
+    },
+    {
+      "label": "SettingsUpdate",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L119",
+      "_origin": "ast",
+      "id": "server_settingsupdate",
+      "community": 2,
+      "norm_label": "settingsupdate"
+    },
+    {
+      "label": "BackupRestoreRequest",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L122",
+      "_origin": "ast",
+      "id": "server_backuprestorerequest",
+      "community": 8,
+      "norm_label": "backuprestorerequest"
+    },
+    {
+      "label": "ChatRequest",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L125",
+      "_origin": "ast",
+      "id": "server_chatrequest",
+      "community": 12,
+      "norm_label": "chatrequest"
+    },
+    {
+      "label": "read_file()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L131",
+      "_origin": "ast",
+      "id": "server_read_file",
+      "community": 8,
+      "norm_label": "read_file()"
+    },
+    {
+      "label": "write_file()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L136",
+      "_origin": "ast",
+      "id": "server_write_file",
+      "community": 0,
+      "norm_label": "write_file()"
+    },
+    {
+      "label": "list_dir()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L140",
+      "_origin": "ast",
+      "id": "server_list_dir",
+      "community": 8,
+      "norm_label": "list_dir()"
+    },
+    {
+      "label": "read_json()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L145",
+      "_origin": "ast",
+      "id": "server_read_json",
+      "community": 2,
+      "norm_label": "read_json()"
+    },
+    {
+      "label": "write_json()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L164",
+      "_origin": "ast",
+      "id": "server_write_json",
+      "community": 2,
+      "norm_label": "write_json()"
+    },
+    {
+      "label": "iter_skill_dirs()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L168",
+      "_origin": "ast",
+      "id": "server_iter_skill_dirs",
+      "community": 2,
+      "norm_label": "iter_skill_dirs()"
+    },
+    {
+      "label": "new_id()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L177",
+      "_origin": "ast",
+      "id": "server_new_id",
+      "community": 4,
+      "norm_label": "new_id()"
+    },
+    {
+      "label": "get_timestamp()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L180",
+      "_origin": "ast",
+      "id": "server_get_timestamp",
+      "community": 4,
+      "norm_label": "get_timestamp()"
+    },
+    {
+      "label": "append_audit()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L183",
+      "_origin": "ast",
+      "id": "server_append_audit",
+      "community": 4,
+      "norm_label": "append_audit()"
+    },
+    {
+      "label": "record_brain_learning()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L199",
+      "_origin": "ast",
+      "id": "server_record_brain_learning",
+      "community": 5,
+      "norm_label": "record_brain_learning()"
+    },
+    {
+      "label": "load_agent_stats()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L229",
+      "_origin": "ast",
+      "id": "server_load_agent_stats",
+      "community": 3,
+      "norm_label": "load_agent_stats()"
+    },
+    {
+      "label": "save_agent_stats()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L237",
+      "_origin": "ast",
+      "id": "server_save_agent_stats",
+      "community": 12,
+      "norm_label": "save_agent_stats()"
+    },
+    {
+      "label": "record_agent_run()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L241",
+      "_origin": "ast",
+      "id": "server_record_agent_run",
+      "community": 12,
+      "norm_label": "record_agent_run()"
+    },
+    {
+      "label": "is_error_response()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L260",
+      "_origin": "ast",
+      "id": "server_is_error_response",
+      "community": 12,
+      "norm_label": "is_error_response()"
+    },
+    {
+      "label": "compute_skill_score()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L295",
+      "_origin": "ast",
+      "id": "server_compute_skill_score",
+      "community": 12,
+      "norm_label": "compute_skill_score()"
+    },
+    {
+      "label": "record_skill_score()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L332",
+      "_origin": "ast",
+      "id": "server_record_skill_score",
+      "community": 12,
+      "norm_label": "record_skill_score()"
+    },
+    {
+      "label": "load_agent_registry()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L387",
+      "_origin": "ast",
+      "id": "server_load_agent_registry",
+      "community": 3,
+      "norm_label": "load_agent_registry()"
+    },
+    {
+      "label": "save_agent_registry()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L402",
+      "_origin": "ast",
+      "id": "server_save_agent_registry",
+      "community": 3,
+      "norm_label": "save_agent_registry()"
+    },
+    {
+      "label": "_cli_has_subcommand()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L409",
+      "_origin": "ast",
+      "id": "server_cli_has_subcommand",
+      "community": 36,
+      "norm_label": "_cli_has_subcommand()"
+    },
+    {
+      "label": "hermes_cli_args()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L417",
+      "_origin": "ast",
+      "id": "server_hermes_cli_args",
+      "community": 36,
+      "norm_label": "hermes_cli_args()"
+    },
+    {
+      "label": "hermes_available()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L437",
+      "_origin": "ast",
+      "id": "server_hermes_available",
+      "community": 36,
+      "norm_label": "hermes_available()"
+    },
+    {
+      "label": "check_agent()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L451",
+      "_origin": "ast",
+      "id": "server_check_agent",
+      "community": 3,
+      "norm_label": "check_agent()"
+    },
+    {
+      "label": "execute_agent_dynamic()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L511",
+      "_origin": "ast",
+      "id": "server_execute_agent_dynamic",
+      "community": 3,
+      "norm_label": "execute_agent_dynamic()"
+    },
+    {
+      "label": "execute_agent_cli()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L531",
+      "_origin": "ast",
+      "id": "server_execute_agent_cli",
+      "community": 3,
+      "norm_label": "execute_agent_cli()"
+    },
+    {
+      "label": "execute_agent_http()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L563",
+      "_origin": "ast",
+      "id": "server_execute_agent_http",
+      "community": 3,
+      "norm_label": "execute_agent_http()"
+    },
+    {
+      "label": "execute_agent_mcp()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L583",
+      "_origin": "ast",
+      "id": "server_execute_agent_mcp",
+      "community": 3,
+      "norm_label": "execute_agent_mcp()"
+    },
+    {
+      "label": "get_status()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L590",
+      "_origin": "ast",
+      "id": "server_get_status",
+      "community": 3,
+      "norm_label": "get_status()"
+    },
+    {
+      "label": "list_brain()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L604",
+      "_origin": "ast",
+      "id": "server_list_brain",
+      "community": 8,
+      "norm_label": "list_brain()"
+    },
+    {
+      "label": "get_brain_file()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L614",
+      "_origin": "ast",
+      "id": "server_get_brain_file",
+      "community": 8,
+      "norm_label": "get_brain_file()"
+    },
+    {
+      "label": "update_brain_file()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L621",
+      "_origin": "ast",
+      "id": "server_update_brain_file",
+      "community": 0,
+      "norm_label": "update_brain_file()"
+    },
+    {
+      "label": "_brain_index_module()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L632",
+      "_origin": "ast",
+      "id": "server_brain_index_module",
+      "community": 5,
+      "norm_label": "_brain_index_module()"
+    },
+    {
+      "label": "ingest_brain_index()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L644",
+      "_origin": "ast",
+      "id": "server_ingest_brain_index",
+      "community": 5,
+      "norm_label": "ingest_brain_index()"
+    },
+    {
+      "label": "upsert_brain_doc()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L656",
+      "_origin": "ast",
+      "id": "server_upsert_brain_doc",
+      "community": 5,
+      "norm_label": "upsert_brain_doc()"
+    },
+    {
+      "label": "search_brain_index()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L681",
+      "_origin": "ast",
+      "id": "server_search_brain_index",
+      "community": 5,
+      "norm_label": "search_brain_index()"
+    },
+    {
+      "label": "stats_brain_index()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L694",
+      "_origin": "ast",
+      "id": "server_stats_brain_index",
+      "community": 5,
+      "norm_label": "stats_brain_index()"
+    },
+    {
+      "label": "skill_dir_path()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L708",
+      "_origin": "ast",
+      "id": "server_skill_dir_path",
+      "community": 8,
+      "norm_label": "skill_dir_path()"
+    },
+    {
+      "label": "resolve_skill_dir()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L717",
+      "_origin": "ast",
+      "id": "server_resolve_skill_dir",
+      "community": 2,
+      "norm_label": "resolve_skill_dir()"
+    },
+    {
+      "label": "skill_context_file_path()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L732",
+      "_origin": "ast",
+      "id": "server_skill_context_file_path",
+      "community": 8,
+      "norm_label": "skill_context_file_path()"
+    },
+    {
+      "label": "list_skills()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L742",
+      "_origin": "ast",
+      "id": "server_list_skills",
+      "community": 2,
+      "norm_label": "list_skills()"
+    },
+    {
+      "label": "get_skill()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L759",
+      "_origin": "ast",
+      "id": "server_get_skill",
+      "community": 2,
+      "norm_label": "get_skill()"
+    },
+    {
+      "label": "create_skill()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L771",
+      "_origin": "ast",
+      "id": "server_create_skill",
+      "community": 8,
+      "norm_label": "create_skill()"
+    },
+    {
+      "label": "update_skill()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L783",
+      "_origin": "ast",
+      "id": "server_update_skill",
+      "community": 0,
+      "norm_label": "update_skill()"
+    },
+    {
+      "label": "get_skill_context_file()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L792",
+      "_origin": "ast",
+      "id": "server_get_skill_context_file",
+      "community": 8,
+      "norm_label": "get_skill_context_file()"
+    },
+    {
+      "label": "put_skill_context_file()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L799",
+      "_origin": "ast",
+      "id": "server_put_skill_context_file",
+      "community": 8,
+      "norm_label": "put_skill_context_file()"
+    },
+    {
+      "label": "delete_skill_context_file()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L810",
+      "_origin": "ast",
+      "id": "server_delete_skill_context_file",
+      "community": 8,
+      "norm_label": "delete_skill_context_file()"
+    },
+    {
+      "label": "run_skill()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L819",
+      "_origin": "ast",
+      "id": "server_run_skill",
+      "community": 12,
+      "norm_label": "run_skill()"
+    },
+    {
+      "label": "_run_angle()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L930",
+      "_origin": "ast",
+      "id": "server_run_angle",
+      "community": 5,
+      "norm_label": "_run_angle()"
+    },
+    {
+      "label": "orchestrate_multi_agent()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L939",
+      "_origin": "ast",
+      "id": "server_orchestrate_multi_agent",
+      "community": 5,
+      "norm_label": "orchestrate_multi_agent()"
+    },
+    {
+      "label": "list_orchestration_runs()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1066",
+      "_origin": "ast",
+      "id": "server_list_orchestration_runs",
+      "community": 2,
+      "norm_label": "list_orchestration_runs()"
+    },
+    {
+      "label": "get_skill_eval()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1085",
+      "_origin": "ast",
+      "id": "server_get_skill_eval",
+      "community": 2,
+      "norm_label": "get_skill_eval()"
+    },
+    {
+      "label": "list_jobs()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1092",
+      "_origin": "ast",
+      "id": "server_list_jobs",
+      "community": 2,
+      "norm_label": "list_jobs()"
+    },
+    {
+      "label": "create_job()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1102",
+      "_origin": "ast",
+      "id": "server_create_job",
+      "community": 4,
+      "norm_label": "create_job()"
+    },
+    {
+      "label": "delete_job()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1122",
+      "_origin": "ast",
+      "id": "server_delete_job",
+      "community": 2,
+      "norm_label": "delete_job()"
+    },
+    {
+      "label": "get_audit()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1135",
+      "_origin": "ast",
+      "id": "server_get_audit",
+      "community": 0,
+      "norm_label": "get_audit()"
+    },
+    {
+      "label": "get_cost()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1154",
+      "_origin": "ast",
+      "id": "server_get_cost",
+      "community": 2,
+      "norm_label": "get_cost()"
+    },
+    {
+      "label": "record_cost()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1159",
+      "_origin": "ast",
+      "id": "server_record_cost",
+      "community": 2,
+      "norm_label": "record_cost()"
+    },
+    {
+      "label": "list_plugins()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1175",
+      "_origin": "ast",
+      "id": "server_list_plugins",
+      "community": 2,
+      "norm_label": "list_plugins()"
+    },
+    {
+      "label": "install_plugin()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1180",
+      "_origin": "ast",
+      "id": "server_install_plugin",
+      "community": 2,
+      "norm_label": "install_plugin()"
+    },
+    {
+      "label": "uninstall_plugin()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1243",
+      "_origin": "ast",
+      "id": "server_uninstall_plugin",
+      "community": 0,
+      "norm_label": "uninstall_plugin()"
+    },
+    {
+      "label": "list_integrations()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1254",
+      "_origin": "ast",
+      "id": "server_list_integrations",
+      "community": 0,
+      "norm_label": "list_integrations()"
+    },
+    {
+      "label": "add_integration()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1262",
+      "_origin": "ast",
+      "id": "server_add_integration",
+      "community": 4,
+      "norm_label": "add_integration()"
+    },
+    {
+      "label": "list_backups()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1291",
+      "_origin": "ast",
+      "id": "server_list_backups",
+      "community": 0,
+      "norm_label": "list_backups()"
+    },
+    {
+      "label": "create_backup()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1303",
+      "_origin": "ast",
+      "id": "server_create_backup",
+      "community": 0,
+      "norm_label": "create_backup()"
+    },
+    {
+      "label": "_resolve_backup_file()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1316",
+      "_origin": "ast",
+      "id": "server_resolve_backup_file",
+      "community": 8,
+      "norm_label": "_resolve_backup_file()"
+    },
+    {
+      "label": "_safe_extractall()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1331",
+      "_origin": "ast",
+      "id": "server_safe_extractall",
+      "community": 8,
+      "norm_label": "_safe_extractall()"
+    },
+    {
+      "label": "restore_backup()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1346",
+      "_origin": "ast",
+      "id": "server_restore_backup",
+      "community": 8,
+      "norm_label": "restore_backup()"
+    },
+    {
+      "label": "list_prompts()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1358",
+      "_origin": "ast",
+      "id": "server_list_prompts",
+      "community": 8,
+      "norm_label": "list_prompts()"
+    },
+    {
+      "label": "get_settings()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1368",
+      "_origin": "ast",
+      "id": "server_get_settings",
+      "community": 2,
+      "norm_label": "get_settings()"
+    },
+    {
+      "label": "update_settings()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1373",
+      "_origin": "ast",
+      "id": "server_update_settings",
+      "community": 2,
+      "norm_label": "update_settings()"
+    },
+    {
+      "label": "list_standards()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1385",
+      "_origin": "ast",
+      "id": "server_list_standards",
+      "community": 8,
+      "norm_label": "list_standards()"
+    },
+    {
+      "label": "discover_standards()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1400",
+      "_origin": "ast",
+      "id": "server_discover_standards",
+      "community": 0,
+      "norm_label": "discover_standards()"
+    },
+    {
+      "label": "load_chat_history()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1409",
+      "_origin": "ast",
+      "id": "server_load_chat_history",
+      "community": 2,
+      "norm_label": "load_chat_history()"
+    },
+    {
+      "label": "save_chat_message()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1412",
+      "_origin": "ast",
+      "id": "server_save_chat_message",
+      "community": 2,
+      "norm_label": "save_chat_message()"
+    },
+    {
+      "label": "run_cli()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1419",
+      "_origin": "ast",
+      "id": "server_run_cli",
+      "community": 12,
+      "norm_label": "run_cli()"
+    },
+    {
+      "label": "clean_hermes_output()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1423",
+      "_origin": "ast",
+      "id": "server_clean_hermes_output",
+      "community": 12,
+      "norm_label": "clean_hermes_output()"
+    },
+    {
+      "label": "execute_agent()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1448",
+      "_origin": "ast",
+      "id": "server_execute_agent",
+      "community": 12,
+      "norm_label": "execute_agent()"
+    },
+    {
+      "label": "chat()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1533",
+      "_origin": "ast",
+      "id": "server_chat",
+      "community": 12,
+      "norm_label": "chat()"
+    },
+    {
+      "label": "get_chat_history()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1566",
+      "_origin": "ast",
+      "id": "server_get_chat_history",
+      "community": 2,
+      "norm_label": "get_chat_history()"
+    },
+    {
+      "label": "PtySession",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1571",
+      "_origin": "ast",
+      "id": "server_ptysession",
+      "community": 5,
+      "norm_label": "ptysession"
+    },
+    {
+      "label": ".__init__()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1574",
+      "_origin": "ast",
+      "id": "server_ptysession_init",
+      "community": 5,
+      "norm_label": ".__init__()"
+    },
+    {
+      "label": ".start()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1579",
+      "_origin": "ast",
+      "id": "server_ptysession_start",
+      "community": 5,
+      "norm_label": ".start()"
+    },
+    {
+      "label": ".read()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1595",
+      "_origin": "ast",
+      "id": "server_ptysession_read",
+      "community": 3,
+      "norm_label": ".read()"
+    },
+    {
+      "label": ".write()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1600",
+      "_origin": "ast",
+      "id": "server_ptysession_write",
+      "community": 5,
+      "norm_label": ".write()"
+    },
+    {
+      "label": ".resize()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1606",
+      "_origin": "ast",
+      "id": "server_ptysession_resize",
+      "community": 5,
+      "norm_label": ".resize()"
+    },
+    {
+      "label": ".close()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1615",
+      "_origin": "ast",
+      "id": "server_ptysession_close",
+      "community": 5,
+      "norm_label": ".close()"
+    },
+    {
+      "label": "ws_terminal()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1638",
+      "_origin": "ast",
+      "id": "server_ws_terminal",
+      "community": 5,
+      "norm_label": "ws_terminal()"
+    },
+    {
+      "label": "KanbanTaskCreate",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1699",
+      "_origin": "ast",
+      "id": "server_kanbantaskcreate",
+      "community": 0,
+      "norm_label": "kanbantaskcreate"
+    },
+    {
+      "label": "KanbanTaskUpdate",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1706",
+      "_origin": "ast",
+      "id": "server_kanbantaskupdate",
+      "community": 0,
+      "norm_label": "kanbantaskupdate"
+    },
+    {
+      "label": "KanbanComplete",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1713",
+      "_origin": "ast",
+      "id": "server_kanbancomplete",
+      "community": 0,
+      "norm_label": "kanbancomplete"
+    },
+    {
+      "label": "KanbanBlock",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1716",
+      "_origin": "ast",
+      "id": "server_kanbanblock",
+      "community": 0,
+      "norm_label": "kanbanblock"
+    },
+    {
+      "label": "KanbanCommentCreate",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1719",
+      "_origin": "ast",
+      "id": "server_kanbancommentcreate",
+      "community": 0,
+      "norm_label": "kanbancommentcreate"
+    },
+    {
+      "label": "KanbanLinkCreate",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1722",
+      "_origin": "ast",
+      "id": "server_kanbanlinkcreate",
+      "community": 0,
+      "norm_label": "kanbanlinkcreate"
+    },
+    {
+      "label": "GoalCreate",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1726",
+      "_origin": "ast",
+      "id": "server_goalcreate",
+      "community": 0,
+      "norm_label": "goalcreate"
+    },
+    {
+      "label": "GoalUpdate",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1732",
+      "_origin": "ast",
+      "id": "server_goalupdate",
+      "community": 33,
+      "norm_label": "goalupdate"
+    },
+    {
+      "label": "JournalSave",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1740",
+      "_origin": "ast",
+      "id": "server_journalsave",
+      "community": 0,
+      "norm_label": "journalsave"
+    },
+    {
+      "label": "RouterSuggest",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1743",
+      "_origin": "ast",
+      "id": "server_routersuggest",
+      "community": 0,
+      "norm_label": "routersuggest"
+    },
+    {
+      "label": "RouterRoute",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1746",
+      "_origin": "ast",
+      "id": "server_routerroute",
+      "community": 0,
+      "norm_label": "routerroute"
+    },
+    {
+      "label": "ensure_dir()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1756",
+      "_origin": "ast",
+      "id": "server_ensure_dir",
+      "community": 0,
+      "norm_label": "ensure_dir()"
+    },
+    {
+      "label": "load_kanban_tasks()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1759",
+      "_origin": "ast",
+      "id": "server_load_kanban_tasks",
+      "community": 0,
+      "norm_label": "load_kanban_tasks()"
+    },
+    {
+      "label": "kanban_task_path()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1770",
+      "_origin": "ast",
+      "id": "server_kanban_task_path",
+      "community": 4,
+      "norm_label": "kanban_task_path()"
+    },
+    {
+      "label": "save_kanban_task()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1780",
+      "_origin": "ast",
+      "id": "server_save_kanban_task",
+      "community": 4,
+      "norm_label": "save_kanban_task()"
+    },
+    {
+      "label": "dispatch_kanban_task()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1786",
+      "_origin": "ast",
+      "id": "server_dispatch_kanban_task",
+      "community": 4,
+      "norm_label": "dispatch_kanban_task()"
+    },
+    {
+      "label": "_run_kanban_agent()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1802",
+      "_origin": "ast",
+      "id": "server_run_kanban_agent",
+      "community": 4,
+      "norm_label": "_run_kanban_agent()"
+    },
+    {
+      "label": "load_goals()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1847",
+      "_origin": "ast",
+      "id": "server_load_goals",
+      "community": 33,
+      "norm_label": "load_goals()"
+    },
+    {
+      "label": "save_goals()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1850",
+      "_origin": "ast",
+      "id": "server_save_goals",
+      "community": 33,
+      "norm_label": "save_goals()"
+    },
+    {
+      "label": "kanban_board()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1856",
+      "_origin": "ast",
+      "id": "server_kanban_board",
+      "community": 0,
+      "norm_label": "kanban_board()"
+    },
+    {
+      "label": "kanban_get_task()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1871",
+      "_origin": "ast",
+      "id": "server_kanban_get_task",
+      "community": 0,
+      "norm_label": "kanban_get_task()"
+    },
+    {
+      "label": "kanban_delete_task()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1878",
+      "_origin": "ast",
+      "id": "server_kanban_delete_task",
+      "community": 4,
+      "norm_label": "kanban_delete_task()"
+    },
+    {
+      "label": "kanban_create_task()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1887",
+      "_origin": "ast",
+      "id": "server_kanban_create_task",
+      "community": 4,
+      "norm_label": "kanban_create_task()"
+    },
+    {
+      "label": "kanban_update_task()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1911",
+      "_origin": "ast",
+      "id": "server_kanban_update_task",
+      "community": 4,
+      "norm_label": "kanban_update_task()"
+    },
+    {
+      "label": "kanban_dispatch_task()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1930",
+      "_origin": "ast",
+      "id": "server_kanban_dispatch_task",
+      "community": 4,
+      "norm_label": "kanban_dispatch_task()"
+    },
+    {
+      "label": "kanban_complete_task()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1941",
+      "_origin": "ast",
+      "id": "server_kanban_complete_task",
+      "community": 4,
+      "norm_label": "kanban_complete_task()"
+    },
+    {
+      "label": "kanban_block_task()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1955",
+      "_origin": "ast",
+      "id": "server_kanban_block_task",
+      "community": 4,
+      "norm_label": "kanban_block_task()"
+    },
+    {
+      "label": "kanban_unblock_task()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1968",
+      "_origin": "ast",
+      "id": "server_kanban_unblock_task",
+      "community": 4,
+      "norm_label": "kanban_unblock_task()"
+    },
+    {
+      "label": "kanban_add_comment()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1981",
+      "_origin": "ast",
+      "id": "server_kanban_add_comment",
+      "community": 4,
+      "norm_label": "kanban_add_comment()"
+    },
+    {
+      "label": "kanban_add_link()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1997",
+      "_origin": "ast",
+      "id": "server_kanban_add_link",
+      "community": 4,
+      "norm_label": "kanban_add_link()"
+    },
+    {
+      "label": "kanban_remove_link()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2013",
+      "_origin": "ast",
+      "id": "server_kanban_remove_link",
+      "community": 4,
+      "norm_label": "kanban_remove_link()"
+    },
+    {
+      "label": "kanban_dispatch()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2034",
+      "_origin": "ast",
+      "id": "server_kanban_dispatch",
+      "community": 0,
+      "norm_label": "kanban_dispatch()"
+    },
+    {
+      "label": "kanban_specify_task()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2044",
+      "_origin": "ast",
+      "id": "server_kanban_specify_task",
+      "community": 4,
+      "norm_label": "kanban_specify_task()"
+    },
+    {
+      "label": "kanban_decompose_task()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2056",
+      "_origin": "ast",
+      "id": "server_kanban_decompose_task",
+      "community": 4,
+      "norm_label": "kanban_decompose_task()"
+    },
+    {
+      "label": "list_goals()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2085",
+      "_origin": "ast",
+      "id": "server_list_goals",
+      "community": 33,
+      "norm_label": "list_goals()"
+    },
+    {
+      "label": "create_goal()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2092",
+      "_origin": "ast",
+      "id": "server_create_goal",
+      "community": 4,
+      "norm_label": "create_goal()"
+    },
+    {
+      "label": "update_goal()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2120",
+      "_origin": "ast",
+      "id": "server_update_goal",
+      "community": 33,
+      "norm_label": "update_goal()"
+    },
+    {
+      "label": "delete_goal()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2139",
+      "_origin": "ast",
+      "id": "server_delete_goal",
+      "community": 33,
+      "norm_label": "delete_goal()"
+    },
+    {
+      "label": "list_journal_entries()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2152",
+      "_origin": "ast",
+      "id": "server_list_journal_entries",
+      "community": 0,
+      "norm_label": "list_journal_entries()"
+    },
+    {
+      "label": "get_journal_entry()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2167",
+      "_origin": "ast",
+      "id": "server_get_journal_entry",
+      "community": 0,
+      "norm_label": "get_journal_entry()"
+    },
+    {
+      "label": "save_journal_entry()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2177",
+      "_origin": "ast",
+      "id": "server_save_journal_entry",
+      "community": 0,
+      "norm_label": "save_journal_entry()"
+    },
+    {
+      "label": "search_journal()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2188",
+      "_origin": "ast",
+      "id": "server_search_journal",
+      "community": 0,
+      "norm_label": "search_journal()"
+    },
+    {
+      "label": "get_agent_health()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2205",
+      "_origin": "ast",
+      "id": "server_get_agent_health",
+      "community": 3,
+      "norm_label": "get_agent_health()"
+    },
+    {
+      "label": "get_agent_stats()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2226",
+      "_origin": "ast",
+      "id": "server_get_agent_stats",
+      "community": 3,
+      "norm_label": "get_agent_stats()"
+    },
+    {
+      "label": "refresh_agent_health()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2250",
+      "_origin": "ast",
+      "id": "server_refresh_agent_health",
+      "community": 3,
+      "norm_label": "refresh_agent_health()"
+    },
+    {
+      "label": "AgentRegisterRequest",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2263",
+      "_origin": "ast",
+      "id": "server_agentregisterrequest",
+      "community": 3,
+      "norm_label": "agentregisterrequest"
+    },
+    {
+      "label": "list_agents()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2281",
+      "_origin": "ast",
+      "id": "server_list_agents",
+      "community": 3,
+      "norm_label": "list_agents()"
+    },
+    {
+      "label": "register_agent()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2292",
+      "_origin": "ast",
+      "id": "server_register_agent",
+      "community": 3,
+      "norm_label": "register_agent()"
+    },
+    {
+      "label": "unregister_agent()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2347",
+      "_origin": "ast",
+      "id": "server_unregister_agent",
+      "community": 3,
+      "norm_label": "unregister_agent()"
+    },
+    {
+      "label": "router_suggest()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2378",
+      "_origin": "ast",
+      "id": "server_router_suggest",
+      "community": 0,
+      "norm_label": "router_suggest()"
+    },
+    {
+      "label": "router_route()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2404",
+      "_origin": "ast",
+      "id": "server_router_route",
+      "community": 0,
+      "norm_label": "router_route()"
+    },
+    {
+      "label": "get_skill_analytics()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2422",
+      "_origin": "ast",
+      "id": "server_get_skill_analytics",
+      "community": 2,
+      "norm_label": "get_skill_analytics()"
+    },
+    {
+      "label": "get_trend_analytics()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2440",
+      "_origin": "ast",
+      "id": "server_get_trend_analytics",
+      "community": 2,
+      "norm_label": "get_trend_analytics()"
+    },
+    {
+      "label": "list_sessions()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2458",
+      "_origin": "ast",
+      "id": "server_list_sessions",
+      "community": 0,
+      "norm_label": "list_sessions()"
+    },
+    {
+      "label": "get_session_replay()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2486",
+      "_origin": "ast",
+      "id": "server_get_session_replay",
+      "community": 0,
+      "norm_label": "get_session_replay()"
+    },
+    {
+      "label": "index()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2544",
+      "_origin": "ast",
+      "id": "server_index",
+      "community": 0,
+      "norm_label": "index()"
+    },
+    {
+      "label": "test_page()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2557",
+      "_origin": "ast",
+      "id": "server_test_page",
+      "community": 0,
+      "norm_label": "test_page()"
+    },
+    {
+      "label": "_recompute_agent_time()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2574",
+      "_origin": "ast",
+      "id": "server_recompute_agent_time",
+      "community": 2,
+      "norm_label": "_recompute_agent_time()"
+    },
+    {
+      "label": "get_agent_time()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2592",
+      "_origin": "ast",
+      "id": "server_get_agent_time",
+      "community": 2,
+      "norm_label": "get_agent_time()"
+    },
+    {
+      "label": "agent_time_skin()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2616",
+      "_origin": "ast",
+      "id": "server_agent_time_skin",
+      "community": 2,
+      "norm_label": "agent_time_skin()"
+    },
+    {
+      "label": "get_agent_insights()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2655",
+      "_origin": "ast",
+      "id": "server_get_agent_insights",
+      "community": 2,
+      "norm_label": "get_agent_insights()"
+    },
+    {
+      "label": "favicon()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2803",
+      "_origin": "ast",
+      "id": "server_favicon",
+      "community": 0,
+      "norm_label": "favicon()"
+    },
+    {
+      "label": "favicon_svg()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2807",
+      "_origin": "ast",
+      "id": "server_favicon_svg",
+      "community": 0,
+      "norm_label": "favicon_svg()"
+    },
+    {
+      "label": "Return local dashboard origins allowed to call the API.",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L49",
+      "_origin": "ast",
+      "id": "server_rationale_49",
+      "community": 5,
+      "norm_label": "return local dashboard origins allowed to call the api."
+    },
+    {
+      "label": "Load JSON from path, returning ``default`` when the file is missing.      On cor",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L146",
+      "_origin": "ast",
+      "id": "server_rationale_146",
+      "community": 2,
+      "norm_label": "load json from path, returning ``default`` when the file is missing.      on cor"
+    },
+    {
+      "label": "Serialize data as pretty JSON to path.",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L165",
+      "_origin": "ast",
+      "id": "server_rationale_165",
+      "community": 2,
+      "norm_label": "serialize data as pretty json to path."
+    },
+    {
+      "label": "Yield skill directories, skipping hidden and underscore-prefixed ones.",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L169",
+      "_origin": "ast",
+      "id": "server_rationale_169",
+      "community": 2,
+      "norm_label": "yield skill directories, skipping hidden and underscore-prefixed ones."
+    },
+    {
+      "label": "Push a single document into the centralized brain index.      Best-effort: a bra",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L202",
+      "_origin": "ast",
+      "id": "server_rationale_202",
+      "community": 5,
+      "norm_label": "push a single document into the centralized brain index.      best-effort: a bra"
+    },
+    {
+      "label": "Persist real invocation stats for an agent (consumed by /api/agents/health).",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L242",
+      "_origin": "ast",
+      "id": "server_rationale_242",
+      "community": 12,
+      "norm_label": "persist real invocation stats for an agent (consumed by /api/agents/health)."
+    },
+    {
+      "label": "Detect the error/refusal/busy sentinels this server emits on agent failures.",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L261",
+      "_origin": "ast",
+      "id": "server_rationale_261",
+      "community": 12,
+      "norm_label": "detect the error/refusal/busy sentinels this server emits on agent failures."
+    },
+    {
+      "label": "Weighted 0-100 quality score from eval.json criteria + response features.",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L296",
+      "_origin": "ast",
+      "id": "server_rationale_296",
+      "community": 12,
+      "norm_label": "weighted 0-100 quality score from eval.json criteria + response features."
+    },
+    {
+      "label": "Append a run's score to skills/<name>/score-history.json.",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L333",
+      "_origin": "ast",
+      "id": "server_rationale_333",
+      "community": 12,
+      "norm_label": "append a run's score to skills/<name>/score-history.json."
+    },
+    {
+      "label": "Load agent registry from disk, merging with builtins.",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L388",
+      "_origin": "ast",
+      "id": "server_rationale_388",
+      "community": 3,
+      "norm_label": "load agent registry from disk, merging with builtins."
+    },
+    {
+      "label": "Save custom agents to disk (excluding builtins).",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L403",
+      "_origin": "ast",
+      "id": "server_rationale_403",
+      "community": 3,
+      "norm_label": "save custom agents to disk (excluding builtins)."
+    },
+    {
+      "label": "Build the command to invoke Hermes, bridging through WSL if the real agent only",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L418",
+      "_origin": "ast",
+      "id": "server_rationale_418",
+      "community": 36,
+      "norm_label": "build the command to invoke hermes, bridging through wsl if the real agent only"
+    },
+    {
+      "label": "Cached: this spawns a subprocess (possibly via WSL), and /api/status is polled e",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L438",
+      "_origin": "ast",
+      "id": "server_rationale_438",
+      "community": 36,
+      "norm_label": "cached: this spawns a subprocess (possibly via wsl), and /api/status is polled e"
+    },
+    {
+      "label": "Dynamic agent check based on registry configuration.",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L452",
+      "_origin": "ast",
+      "id": "server_rationale_452",
+      "community": 3,
+      "norm_label": "dynamic agent check based on registry configuration."
+    },
+    {
+      "label": "Execute a message on any registered agent.",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L512",
+      "_origin": "ast",
+      "id": "server_rationale_512",
+      "community": 3,
+      "norm_label": "execute a message on any registered agent."
+    },
+    {
+      "label": "Execute via CLI binary.",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L532",
+      "_origin": "ast",
+      "id": "server_rationale_532",
+      "community": 3,
+      "norm_label": "execute via cli binary."
+    },
+    {
+      "label": "Execute via HTTP API endpoint.",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L564",
+      "_origin": "ast",
+      "id": "server_rationale_564",
+      "community": 3,
+      "norm_label": "execute via http api endpoint."
+    },
+    {
+      "label": "Execute via MCP server.",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L584",
+      "_origin": "ast",
+      "id": "server_rationale_584",
+      "community": 3,
+      "norm_label": "execute via mcp server."
+    },
+    {
+      "label": "Lazy import of brain-core so a missing dir never breaks server boot.",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L633",
+      "_origin": "ast",
+      "id": "server_rationale_633",
+      "community": 5,
+      "norm_label": "lazy import of brain-core so a missing dir never breaks server boot."
+    },
+    {
+      "label": "Agents push a single document into the brain. Fields: source,     source_path, t",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L657",
+      "_origin": "ast",
+      "id": "server_rationale_657",
+      "community": 5,
+      "norm_label": "agents push a single document into the brain. fields: source,     source_path, t"
+    },
+    {
+      "label": "Return the directory of an existing skill by matching ``name`` against the     a",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L718",
+      "_origin": "ast",
+      "id": "server_rationale_718",
+      "community": 2,
+      "norm_label": "return the directory of an existing skill by matching ``name`` against the     a"
+    },
+    {
+      "label": "Run a single agent on its angle. Returns (agent, output, error).",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L931",
+      "_origin": "ast",
+      "id": "server_rationale_931",
+      "community": 5,
+      "norm_label": "run a single agent on its angle. returns (agent, output, error)."
+    },
+    {
+      "label": "Spin up multiple agents on the same project goal from different angles,     then",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L940",
+      "_origin": "ast",
+      "id": "server_rationale_940",
+      "community": 5,
+      "norm_label": "spin up multiple agents on the same project goal from different angles,     then"
+    },
+    {
+      "label": "List connected external apps/integrations.",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L1255",
+      "_origin": "ast",
+      "id": "server_rationale_1255",
+      "community": 0,
+      "norm_label": "list connected external apps/integrations."
+    },
+    {
+      "label": "Connect an external app via URL/webhook.",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L1263",
+      "_origin": "ast",
+      "id": "server_rationale_1263",
+      "community": 4,
+      "norm_label": "connect an external app via url/webhook."
+    },
+    {
+      "label": "Resolve a restore request to a real .tar.gz inside backups/, rejecting traversal",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L1317",
+      "_origin": "ast",
+      "id": "server_rationale_1317",
+      "community": 8,
+      "norm_label": "resolve a restore request to a real .tar.gz inside backups/, rejecting traversal"
+    },
+    {
+      "label": "Extract a tar archive, refusing members that would escape dest (CVE-2007-4559).",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L1332",
+      "_origin": "ast",
+      "id": "server_rationale_1332",
+      "community": 8,
+      "norm_label": "extract a tar archive, refusing members that would escape dest (cve-2007-4559)."
+    },
+    {
+      "label": "Strip CLI metadata from Hermes output, returning only the AI response.",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L1424",
+      "_origin": "ast",
+      "id": "server_rationale_1424",
+      "community": 12,
+      "norm_label": "strip cli metadata from hermes output, returning only the ai response."
+    },
+    {
+      "label": "Wraps a real pseudo-terminal shell process, POSIX (stdlib pty) or Windows (pywin",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L1572",
+      "_origin": "ast",
+      "id": "server_rationale_1572",
+      "community": 5,
+      "norm_label": "wraps a real pseudo-terminal shell process, posix (stdlib pty) or windows (pywin"
+    },
+    {
+      "label": "Resolve a task id to its file path, rejecting anything that isn't a plain genera",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L1771",
+      "_origin": "ast",
+      "id": "server_rationale_1771",
+      "community": 4,
+      "norm_label": "resolve a task id to its file path, rejecting anything that isn't a plain genera"
+    },
+    {
+      "label": "Move a task to in_progress and hand it to its assignee agent in the background.",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L1787",
+      "_origin": "ast",
+      "id": "server_rationale_1787",
+      "community": 4,
+      "norm_label": "move a task to in_progress and hand it to its assignee agent in the background."
+    },
+    {
+      "label": "List all registered agents (built-in + custom).",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L2282",
+      "_origin": "ast",
+      "id": "server_rationale_2282",
+      "community": 3,
+      "norm_label": "list all registered agents (built-in + custom)."
+    },
+    {
+      "label": "Register a new custom agent.",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L2293",
+      "_origin": "ast",
+      "id": "server_rationale_2293",
+      "community": 3,
+      "norm_label": "register a new custom agent."
+    },
+    {
+      "label": "Remove a custom agent (built-ins cannot be removed).",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L2348",
+      "_origin": "ast",
+      "id": "server_rationale_2348",
+      "community": 3,
+      "norm_label": "remove a custom agent (built-ins cannot be removed)."
+    },
+    {
+      "label": "Run the analyzer to (re)generate data/agent-time.json. Returns report.",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L2575",
+      "_origin": "ast",
+      "id": "server_rationale_2575",
+      "community": 2,
+      "norm_label": "run the analyzer to (re)generate data/agent-time.json. returns report."
+    },
+    {
+      "label": "# NOTE: The interactive terminal is provided by the in-app WebSocket",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L2518",
+      "_origin": "ast",
+      "id": "server_rationale_2518",
+      "community": 0,
+      "norm_label": "# note: the interactive terminal is provided by the in-app websocket"
+    },
+    {
+      "label": "# NOTE: no recompute happens at startup or import; the report is only",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L2567",
+      "_origin": "ast",
+      "id": "server_rationale_2567",
+      "community": 0,
+      "norm_label": "# note: no recompute happens at startup or import; the report is only"
     }
   ],
   "links": [
@@ -8769,9 +8599,9 @@
       "source_location": "L2263",
       "weight": 1.0,
       "_origin": "ast",
-      "confidence_score": 1.0,
       "source": "server_agentregisterrequest",
-      "target": "basemodel"
+      "target": "basemodel",
+      "confidence_score": 1.0
     },
     {
       "relation": "inherits",
@@ -8780,9 +8610,9 @@
       "source_location": "L122",
       "weight": 1.0,
       "_origin": "ast",
-      "confidence_score": 1.0,
       "source": "server_backuprestorerequest",
-      "target": "basemodel"
+      "target": "basemodel",
+      "confidence_score": 1.0
     },
     {
       "relation": "inherits",
@@ -8791,9 +8621,9 @@
       "source_location": "L89",
       "weight": 1.0,
       "_origin": "ast",
-      "confidence_score": 1.0,
       "source": "server_brainupdate",
-      "target": "basemodel"
+      "target": "basemodel",
+      "confidence_score": 1.0
     },
     {
       "relation": "inherits",
@@ -8802,9 +8632,9 @@
       "source_location": "L125",
       "weight": 1.0,
       "_origin": "ast",
-      "confidence_score": 1.0,
       "source": "server_chatrequest",
-      "target": "basemodel"
+      "target": "basemodel",
+      "confidence_score": 1.0
     },
     {
       "relation": "inherits",
@@ -8813,9 +8643,9 @@
       "source_location": "L1726",
       "weight": 1.0,
       "_origin": "ast",
-      "confidence_score": 1.0,
       "source": "server_goalcreate",
-      "target": "basemodel"
+      "target": "basemodel",
+      "confidence_score": 1.0
     },
     {
       "relation": "inherits",
@@ -8824,9 +8654,9 @@
       "source_location": "L1732",
       "weight": 1.0,
       "_origin": "ast",
-      "confidence_score": 1.0,
       "source": "server_goalupdate",
-      "target": "basemodel"
+      "target": "basemodel",
+      "confidence_score": 1.0
     },
     {
       "relation": "inherits",
@@ -8835,9 +8665,9 @@
       "source_location": "L1740",
       "weight": 1.0,
       "_origin": "ast",
-      "confidence_score": 1.0,
       "source": "server_journalsave",
-      "target": "basemodel"
+      "target": "basemodel",
+      "confidence_score": 1.0
     },
     {
       "relation": "inherits",
@@ -8846,9 +8676,9 @@
       "source_location": "L1716",
       "weight": 1.0,
       "_origin": "ast",
-      "confidence_score": 1.0,
       "source": "server_kanbanblock",
-      "target": "basemodel"
+      "target": "basemodel",
+      "confidence_score": 1.0
     },
     {
       "relation": "inherits",
@@ -8857,9 +8687,9 @@
       "source_location": "L1719",
       "weight": 1.0,
       "_origin": "ast",
-      "confidence_score": 1.0,
       "source": "server_kanbancommentcreate",
-      "target": "basemodel"
+      "target": "basemodel",
+      "confidence_score": 1.0
     },
     {
       "relation": "inherits",
@@ -8868,9 +8698,9 @@
       "source_location": "L1713",
       "weight": 1.0,
       "_origin": "ast",
-      "confidence_score": 1.0,
       "source": "server_kanbancomplete",
-      "target": "basemodel"
+      "target": "basemodel",
+      "confidence_score": 1.0
     },
     {
       "relation": "inherits",
@@ -8879,9 +8709,9 @@
       "source_location": "L1722",
       "weight": 1.0,
       "_origin": "ast",
-      "confidence_score": 1.0,
       "source": "server_kanbanlinkcreate",
-      "target": "basemodel"
+      "target": "basemodel",
+      "confidence_score": 1.0
     },
     {
       "relation": "inherits",
@@ -8890,9 +8720,9 @@
       "source_location": "L1699",
       "weight": 1.0,
       "_origin": "ast",
-      "confidence_score": 1.0,
       "source": "server_kanbantaskcreate",
-      "target": "basemodel"
+      "target": "basemodel",
+      "confidence_score": 1.0
     },
     {
       "relation": "inherits",
@@ -8901,9 +8731,9 @@
       "source_location": "L1706",
       "weight": 1.0,
       "_origin": "ast",
-      "confidence_score": 1.0,
       "source": "server_kanbantaskupdate",
-      "target": "basemodel"
+      "target": "basemodel",
+      "confidence_score": 1.0
     },
     {
       "relation": "inherits",
@@ -8912,9 +8742,9 @@
       "source_location": "L96",
       "weight": 1.0,
       "_origin": "ast",
-      "confidence_score": 1.0,
       "source": "server_orchestraterequest",
-      "target": "basemodel"
+      "target": "basemodel",
+      "confidence_score": 1.0
     },
     {
       "relation": "inherits",
@@ -8923,9 +8753,9 @@
       "source_location": "L1746",
       "weight": 1.0,
       "_origin": "ast",
-      "confidence_score": 1.0,
       "source": "server_routerroute",
-      "target": "basemodel"
+      "target": "basemodel",
+      "confidence_score": 1.0
     },
     {
       "relation": "inherits",
@@ -8934,9 +8764,9 @@
       "source_location": "L1743",
       "weight": 1.0,
       "_origin": "ast",
-      "confidence_score": 1.0,
       "source": "server_routersuggest",
-      "target": "basemodel"
+      "target": "basemodel",
+      "confidence_score": 1.0
     },
     {
       "relation": "inherits",
@@ -8945,9 +8775,9 @@
       "source_location": "L113",
       "weight": 1.0,
       "_origin": "ast",
-      "confidence_score": 1.0,
       "source": "server_schedulejobrequest",
-      "target": "basemodel"
+      "target": "basemodel",
+      "confidence_score": 1.0
     },
     {
       "relation": "inherits",
@@ -8956,9 +8786,9 @@
       "source_location": "L119",
       "weight": 1.0,
       "_origin": "ast",
-      "confidence_score": 1.0,
       "source": "server_settingsupdate",
-      "target": "basemodel"
+      "target": "basemodel",
+      "confidence_score": 1.0
     },
     {
       "relation": "inherits",
@@ -8967,9 +8797,9 @@
       "source_location": "L110",
       "weight": 1.0,
       "_origin": "ast",
-      "confidence_score": 1.0,
       "source": "server_skillcontextfilewrite",
-      "target": "basemodel"
+      "target": "basemodel",
+      "confidence_score": 1.0
     },
     {
       "relation": "inherits",
@@ -8978,9 +8808,9 @@
       "source_location": "L103",
       "weight": 1.0,
       "_origin": "ast",
-      "confidence_score": 1.0,
       "source": "server_skillcreate",
-      "target": "basemodel"
+      "target": "basemodel",
+      "confidence_score": 1.0
     },
     {
       "relation": "inherits",
@@ -8989,9 +8819,9 @@
       "source_location": "L92",
       "weight": 1.0,
       "_origin": "ast",
-      "confidence_score": 1.0,
       "source": "server_skillrunrequest",
-      "target": "basemodel"
+      "target": "basemodel",
+      "confidence_score": 1.0
     },
     {
       "relation": "inherits",
@@ -9000,9 +8830,153 @@
       "source_location": "L107",
       "weight": 1.0,
       "_origin": "ast",
-      "confidence_score": 1.0,
       "source": "server_skillupdate",
-      "target": "basemodel"
+      "target": "basemodel",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1756",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_ensure_dir",
+      "target": "path",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "references",
+      "context": "return_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1770",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_task_path",
+      "target": "path",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L140",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_list_dir",
+      "target": "path",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L131",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_read_file",
+      "target": "path",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L145",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_read_json",
+      "target": "path",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "references",
+      "context": "return_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1316",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_resolve_backup_file",
+      "target": "path",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "references",
+      "context": "return_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L717",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_resolve_skill_dir",
+      "target": "path",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1331",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_safe_extractall",
+      "target": "path",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "references",
+      "context": "return_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L732",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_skill_context_file_path",
+      "target": "path",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "references",
+      "context": "return_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L708",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_skill_dir_path",
+      "target": "path",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L136",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_write_file",
+      "target": "path",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L164",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_write_json",
+      "target": "path",
+      "confidence_score": 1.0
     },
     {
       "relation": "contains",
@@ -11570,1700 +11544,6 @@
       "source": "scripts_integrity_check_rationale_118",
       "target": "scripts_integrity_check_check_agent_enabled"
     },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1262",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_add_integration"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2610",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_agent_time_skin"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2263",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_agentregisterrequest"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L183",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_append_audit"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L122",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_backuprestorerequest"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L632",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_brain_index_module"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L89",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_brainupdate"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1533",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_chat"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L125",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_chatrequest"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L451",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_check_agent"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1423",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_clean_hermes_output"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L409",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_cli_has_subcommand"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L295",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_compute_skill_score"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1303",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_create_backup"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2092",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_create_goal"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1102",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_create_job"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L771",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_create_skill"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2139",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_delete_goal"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1122",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_delete_job"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L810",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_delete_skill_context_file"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1400",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_discover_standards"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1786",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_dispatch_kanban_task"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1756",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_ensure_dir"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1448",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_execute_agent"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L531",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_execute_agent_cli"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L511",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_execute_agent_dynamic"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L563",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_execute_agent_http"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L583",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_execute_agent_mcp"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2797",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_favicon"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2801",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_favicon_svg"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2205",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_get_agent_health"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2649",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_get_agent_insights"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2226",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_get_agent_stats"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2586",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_get_agent_time"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1135",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_get_audit"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L614",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_get_brain_file"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1566",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_get_chat_history"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L48",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_get_cors_origins"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1154",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_get_cost"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2167",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_get_journal_entry"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2486",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_get_session_replay"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1368",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_get_settings"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L759",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_get_skill"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2422",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_get_skill_analytics"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L792",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_get_skill_context_file"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1085",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_get_skill_eval"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L590",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_get_status"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L180",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_get_timestamp"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2440",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_get_trend_analytics"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1726",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_goalcreate"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1732",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_goalupdate"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L437",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_hermes_available"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L417",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_hermes_cli_args"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2538",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_index"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L644",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_ingest_brain_index"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1180",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_install_plugin"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L260",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_is_error_response"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L168",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_iter_skill_dirs"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1740",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_journalsave"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1981",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_kanban_add_comment"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1997",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_kanban_add_link"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1955",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_kanban_block_task"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1856",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_kanban_board"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1941",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_kanban_complete_task"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1887",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_kanban_create_task"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2056",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_kanban_decompose_task"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2025",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_kanban_delete_task"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2034",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_kanban_dispatch"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1930",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_kanban_dispatch_task"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1871",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_kanban_get_task"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2013",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_kanban_remove_link"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2044",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_kanban_specify_task"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1770",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_kanban_task_path"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1968",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_kanban_unblock_task"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1911",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_kanban_update_task"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1716",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_kanbanblock"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1719",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_kanbancommentcreate"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1713",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_kanbancomplete"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1722",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_kanbanlinkcreate"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1699",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_kanbantaskcreate"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1706",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_kanbantaskupdate"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2281",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_list_agents"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1291",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_list_backups"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L604",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_list_brain"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L140",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_list_dir"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2085",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_list_goals"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1254",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_list_integrations"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1092",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_list_jobs"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2152",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_list_journal_entries"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1066",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_list_orchestration_runs"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1175",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_list_plugins"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1358",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_list_prompts"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2458",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_list_sessions"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L742",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_list_skills"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1385",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_list_standards"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L387",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_load_agent_registry"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L229",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_load_agent_stats"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1409",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_load_chat_history"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1847",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_load_goals"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1759",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_load_kanban_tasks"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L177",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_new_id"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L939",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_orchestrate_multi_agent"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L96",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_orchestraterequest"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1571",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_ptysession"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L799",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_put_skill_context_file"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L131",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_read_file"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L145",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_read_json"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2595",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_recompute_agent_time"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L241",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_record_agent_run"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L199",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_record_brain_learning"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1159",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_record_cost"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L332",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_record_skill_score"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2250",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_refresh_agent_health"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2292",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_register_agent"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1316",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_resolve_backup_file"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L717",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_resolve_skill_dir"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1346",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_restore_backup"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2404",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_router_route"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2378",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_router_suggest"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1746",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_routerroute"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1743",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_routersuggest"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L930",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_run_angle"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1419",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_run_cli"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1802",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_run_kanban_agent"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L819",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_run_skill"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1331",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_safe_extractall"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L402",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_save_agent_registry"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L237",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_save_agent_stats"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1412",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_save_chat_message"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1850",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_save_goals"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2177",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_save_journal_entry"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1780",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_save_kanban_task"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L113",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_schedulejobrequest"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L681",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_search_brain_index"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2188",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_search_journal"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L119",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_settingsupdate"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L732",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_skill_context_file_path"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L708",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_skill_dir_path"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L110",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_skillcontextfilewrite"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L103",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_skillcreate"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L92",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_skillrunrequest"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L107",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_skillupdate"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L694",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_stats_brain_index"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2551",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_test_page"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1243",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_uninstall_plugin"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2347",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_unregister_agent"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L621",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_update_brain_file"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2120",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_update_goal"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1373",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_update_settings"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L783",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_update_skill"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L656",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_upsert_brain_doc"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L136",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_write_file"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L164",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_write_json"
-    },
-    {
-      "relation": "contains",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1638",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server",
-      "target": "server_ws_terminal"
-    },
     {
       "relation": "imports",
       "context": "import",
@@ -13272,354 +11552,9 @@
       "source_location": "L16",
       "weight": 1.0,
       "_origin": "ast",
-      "confidence_score": 1.0,
       "source": "server",
-      "target": "tarfile"
-    },
-    {
-      "relation": "rationale_for",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2518",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_rationale_2518",
-      "target": "server"
-    },
-    {
-      "relation": "rationale_for",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2561",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_rationale_2561",
-      "target": "server"
-    },
-    {
-      "relation": "rationale_for",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L49",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_rationale_49",
-      "target": "server_get_cors_origins"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1643",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_ws_terminal",
-      "target": "server_get_cors_origins"
-    },
-    {
-      "relation": "references",
-      "context": "parameter_type",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L621",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_update_brain_file",
-      "target": "server_brainupdate"
-    },
-    {
-      "relation": "references",
-      "context": "generic_arg",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L819",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_run_skill",
-      "target": "server_skillrunrequest"
-    },
-    {
-      "relation": "references",
-      "context": "parameter_type",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L939",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_orchestrate_multi_agent",
-      "target": "server_orchestraterequest"
-    },
-    {
-      "relation": "references",
-      "context": "parameter_type",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L771",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_create_skill",
-      "target": "server_skillcreate"
-    },
-    {
-      "relation": "references",
-      "context": "parameter_type",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L783",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_update_skill",
-      "target": "server_skillupdate"
-    },
-    {
-      "relation": "references",
-      "context": "parameter_type",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L799",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_put_skill_context_file",
-      "target": "server_skillcontextfilewrite"
-    },
-    {
-      "relation": "references",
-      "context": "parameter_type",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1102",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_create_job",
-      "target": "server_schedulejobrequest"
-    },
-    {
-      "relation": "references",
-      "context": "parameter_type",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1373",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_update_settings",
-      "target": "server_settingsupdate"
-    },
-    {
-      "relation": "references",
-      "context": "parameter_type",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1346",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_restore_backup",
-      "target": "server_backuprestorerequest"
-    },
-    {
-      "relation": "references",
-      "context": "parameter_type",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1533",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_chat",
-      "target": "server_chatrequest"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L618",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_get_brain_file",
-      "target": "server_read_file"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L763",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_get_skill",
-      "target": "server_read_file"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L796",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_get_skill_context_file",
-      "target": "server_read_file"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L610",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_list_brain",
-      "target": "server_read_file"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1362",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_list_prompts",
-      "target": "server_read_file"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L745",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_list_skills",
-      "target": "server_read_file"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1391",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_list_standards",
-      "target": "server_read_file"
-    },
-    {
-      "relation": "references",
-      "context": "parameter_type",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L131",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_read_file",
-      "target": "server_py_path"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L826",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_run_skill",
-      "target": "server_read_file"
-    },
-    {
-      "relation": "references",
-      "context": "parameter_type",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1756",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_ensure_dir",
-      "target": "server_py_path"
-    },
-    {
-      "relation": "references",
-      "context": "return_type",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1770",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_task_path",
-      "target": "server_py_path"
-    },
-    {
-      "relation": "references",
-      "context": "parameter_type",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L140",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_list_dir",
-      "target": "server_py_path"
-    },
-    {
-      "relation": "references",
-      "context": "parameter_type",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L145",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_read_json",
-      "target": "server_py_path"
-    },
-    {
-      "relation": "references",
-      "context": "return_type",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1316",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_resolve_backup_file",
-      "target": "server_py_path"
-    },
-    {
-      "relation": "references",
-      "context": "return_type",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L717",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_resolve_skill_dir",
-      "target": "server_py_path"
+      "target": "tarfile",
+      "confidence_score": 1.0
     },
     {
       "relation": "references",
@@ -13629,2651 +11564,9 @@
       "source_location": "L1331",
       "weight": 1.0,
       "_origin": "ast",
-      "confidence_score": 1.0,
       "source": "server_safe_extractall",
-      "target": "server_py_path"
-    },
-    {
-      "relation": "references",
-      "context": "return_type",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L732",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_skill_context_file_path",
-      "target": "server_py_path"
-    },
-    {
-      "relation": "references",
-      "context": "return_type",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L708",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_skill_dir_path",
-      "target": "server_py_path"
-    },
-    {
-      "relation": "references",
-      "context": "parameter_type",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L136",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_write_file",
-      "target": "server_py_path"
-    },
-    {
-      "relation": "references",
-      "context": "parameter_type",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L164",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_write_json",
-      "target": "server_py_path"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L895",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_run_skill",
-      "target": "server_write_file"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L623",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_update_brain_file",
-      "target": "server_write_file"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L593",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_get_status",
-      "target": "server_list_dir"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L605",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_list_brain",
-      "target": "server_list_dir"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1125",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_delete_job",
-      "target": "server_read_json"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2652",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_get_agent_insights",
-      "target": "server_read_json"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1156",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_get_cost",
-      "target": "server_read_json"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1370",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_get_settings",
-      "target": "server_read_json"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L765",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_get_skill",
-      "target": "server_read_json"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2426",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_get_skill_analytics",
-      "target": "server_read_json"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1087",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_get_skill_eval",
-      "target": "server_read_json"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2444",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_get_trend_analytics",
-      "target": "server_read_json"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1191",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_install_plugin",
-      "target": "server_read_json"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1096",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_list_jobs",
-      "target": "server_read_json"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1072",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_list_orchestration_runs",
-      "target": "server_read_json"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1177",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_list_plugins",
-      "target": "server_read_json"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L747",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_list_skills",
-      "target": "server_read_json"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1410",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_load_chat_history",
-      "target": "server_read_json"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1848",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_load_goals",
-      "target": "server_read_json"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1763",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_load_kanban_tasks",
-      "target": "server_read_json"
-    },
-    {
-      "relation": "rationale_for",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L146",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_rationale_146",
-      "target": "server_read_json"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1161",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_record_cost",
-      "target": "server_read_json"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1376",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_update_settings",
-      "target": "server_read_json"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1238",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_install_plugin",
-      "target": "server_write_json"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1035",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_orchestrate_multi_agent",
-      "target": "server_write_json"
-    },
-    {
-      "relation": "rationale_for",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L165",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_rationale_165",
-      "target": "server_write_json"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1169",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_record_cost",
-      "target": "server_write_json"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1417",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_save_chat_message",
-      "target": "server_write_json"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1851",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_save_goals",
-      "target": "server_write_json"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1378",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_update_settings",
-      "target": "server_write_json"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2425",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_get_skill_analytics",
-      "target": "server_iter_skill_dirs"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2443",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_get_trend_analytics",
-      "target": "server_iter_skill_dirs"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L744",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_list_skills",
-      "target": "server_iter_skill_dirs"
-    },
-    {
-      "relation": "rationale_for",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L169",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_rationale_169",
-      "target": "server_iter_skill_dirs"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L188",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_append_audit",
-      "target": "server_new_id"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1540",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_chat",
-      "target": "server_new_id"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2096",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_create_goal",
-      "target": "server_new_id"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1106",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_create_job",
-      "target": "server_new_id"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1987",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_add_comment",
-      "target": "server_new_id"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1890",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_create_task",
-      "target": "server_new_id"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2066",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_decompose_task",
-      "target": "server_new_id"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1819",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_run_kanban_agent",
-      "target": "server_new_id"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L858",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_run_skill",
-      "target": "server_new_id"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1281",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_add_integration",
-      "target": "server_get_timestamp"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L187",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_append_audit",
-      "target": "server_get_timestamp"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1544",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_chat",
-      "target": "server_get_timestamp"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2103",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_create_goal",
-      "target": "server_get_timestamp"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1111",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_create_job",
-      "target": "server_get_timestamp"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1797",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_dispatch_kanban_task",
-      "target": "server_get_timestamp"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2221",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_get_agent_health",
-      "target": "server_get_timestamp"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2764",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_get_agent_insights",
-      "target": "server_get_timestamp"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1234",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_install_plugin",
-      "target": "server_get_timestamp"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1989",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_add_comment",
-      "target": "server_get_timestamp"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2007",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_add_link",
-      "target": "server_get_timestamp"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1962",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_block_task",
-      "target": "server_get_timestamp"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1948",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_complete_task",
-      "target": "server_get_timestamp"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1898",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_create_task",
-      "target": "server_get_timestamp"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2074",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_decompose_task",
-      "target": "server_get_timestamp"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2020",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_remove_link",
-      "target": "server_get_timestamp"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2051",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_specify_task",
-      "target": "server_get_timestamp"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1975",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_unblock_task",
-      "target": "server_get_timestamp"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1921",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_update_task",
-      "target": "server_get_timestamp"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1021",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_orchestrate_multi_agent",
-      "target": "server_get_timestamp"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L244",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_record_agent_run",
-      "target": "server_get_timestamp"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1163",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_record_cost",
-      "target": "server_get_timestamp"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L340",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_record_skill_score",
-      "target": "server_get_timestamp"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2257",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_refresh_agent_health",
-      "target": "server_get_timestamp"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1821",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_run_kanban_agent",
-      "target": "server_get_timestamp"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L887",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_run_skill",
-      "target": "server_get_timestamp"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2129",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_update_goal",
-      "target": "server_get_timestamp"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1285",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_add_integration",
-      "target": "server_append_audit"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L192",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_append_audit",
-      "target": "server_ptysession_write"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1561",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_chat",
-      "target": "server_append_audit"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1313",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_create_backup",
-      "target": "server_append_audit"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2114",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_create_goal",
-      "target": "server_append_audit"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1118",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_create_job",
-      "target": "server_append_audit"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L779",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_create_skill",
-      "target": "server_append_audit"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2144",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_delete_goal",
-      "target": "server_append_audit"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1128",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_delete_job",
-      "target": "server_append_audit"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L815",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_delete_skill_context_file",
-      "target": "server_append_audit"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1402",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_discover_standards",
-      "target": "server_append_audit"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1799",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_dispatch_kanban_task",
-      "target": "server_append_audit"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1239",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_install_plugin",
-      "target": "server_append_audit"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2009",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_add_link",
-      "target": "server_append_audit"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1964",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_block_task",
-      "target": "server_append_audit"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1951",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_complete_task",
-      "target": "server_append_audit"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1902",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_create_task",
-      "target": "server_append_audit"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1883",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_delete_task",
-      "target": "server_append_audit"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2040",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_dispatch",
-      "target": "server_append_audit"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1977",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_unblock_task",
-      "target": "server_append_audit"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1923",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_update_task",
-      "target": "server_append_audit"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L806",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_put_skill_context_file",
-      "target": "server_append_audit"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2256",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_refresh_agent_health",
-      "target": "server_append_audit"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2342",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_register_agent",
-      "target": "server_append_audit"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1352",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_restore_backup",
-      "target": "server_append_audit"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2409",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_router_route",
-      "target": "server_append_audit"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1826",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_run_kanban_agent",
-      "target": "server_append_audit"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L877",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_run_skill",
-      "target": "server_append_audit"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2182",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_save_journal_entry",
-      "target": "server_append_audit"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1248",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_uninstall_plugin",
-      "target": "server_append_audit"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2365",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_unregister_agent",
-      "target": "server_append_audit"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L624",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_update_brain_file",
-      "target": "server_append_audit"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1379",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_update_settings",
-      "target": "server_append_audit"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L788",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_update_skill",
-      "target": "server_append_audit"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1655",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_ws_terminal",
-      "target": "server_append_audit"
-    },
-    {
-      "relation": "rationale_for",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L202",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_rationale_202",
-      "target": "server_record_brain_learning"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L209",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_record_brain_learning",
-      "target": "server_brain_index_module"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L219",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_record_brain_learning",
-      "target": "server_ptysession_close"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L899",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_run_skill",
-      "target": "server_record_brain_learning"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2207",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_get_agent_health",
-      "target": "server_load_agent_stats"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2231",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_get_agent_stats",
-      "target": "server_load_agent_stats"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L243",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_record_agent_run",
-      "target": "server_load_agent_stats"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L258",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_record_agent_run",
-      "target": "server_save_agent_stats"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1550",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_chat",
-      "target": "server_record_agent_run"
-    },
-    {
-      "relation": "rationale_for",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L242",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_rationale_242",
-      "target": "server_record_agent_run"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L872",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_run_skill",
-      "target": "server_record_agent_run"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1550",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_chat",
-      "target": "server_is_error_response"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L313",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_compute_skill_score",
-      "target": "server_is_error_response"
-    },
-    {
-      "relation": "rationale_for",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L261",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_rationale_261",
-      "target": "server_is_error_response"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L871",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_run_skill",
-      "target": "server_is_error_response"
-    },
-    {
-      "relation": "rationale_for",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L296",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_rationale_296",
-      "target": "server_compute_skill_score"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L875",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_run_skill",
-      "target": "server_compute_skill_score"
-    },
-    {
-      "relation": "rationale_for",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L333",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_rationale_333",
-      "target": "server_record_skill_score"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L876",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_run_skill",
-      "target": "server_record_skill_score"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1535",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_chat",
-      "target": "server_load_agent_registry"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L453",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_check_agent",
-      "target": "server_load_agent_registry"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L513",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_execute_agent_dynamic",
-      "target": "server_load_agent_registry"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2209",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_get_agent_health",
-      "target": "server_load_agent_registry"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2656",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_get_agent_insights",
-      "target": "server_load_agent_registry"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2228",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_get_agent_stats",
-      "target": "server_load_agent_registry"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L591",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_get_status",
-      "target": "server_load_agent_registry"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2283",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_list_agents",
-      "target": "server_load_agent_registry"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L955",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_orchestrate_multi_agent",
-      "target": "server_load_agent_registry"
-    },
-    {
-      "relation": "rationale_for",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L388",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_rationale_388",
-      "target": "server_load_agent_registry"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2253",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_refresh_agent_health",
-      "target": "server_load_agent_registry"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2300",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_register_agent",
-      "target": "server_load_agent_registry"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2407",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_router_route",
-      "target": "server_load_agent_registry"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L843",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_run_skill",
-      "target": "server_load_agent_registry"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2352",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_unregister_agent",
-      "target": "server_load_agent_registry"
-    },
-    {
-      "relation": "rationale_for",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L403",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_rationale_403",
-      "target": "server_save_agent_registry"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2334",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_register_agent",
-      "target": "server_save_agent_registry"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2357",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_unregister_agent",
-      "target": "server_save_agent_registry"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L427",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_hermes_cli_args",
-      "target": "server_cli_has_subcommand"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1480",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_execute_agent",
-      "target": "server_hermes_cli_args"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L443",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_hermes_available",
-      "target": "server_hermes_cli_args"
-    },
-    {
-      "relation": "rationale_for",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L418",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_rationale_418",
-      "target": "server_hermes_cli_args"
-    },
-    {
-      "relation": "rationale_for",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L438",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_rationale_438",
-      "target": "server_hermes_available"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2210",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_get_agent_health",
-      "target": "server_check_agent"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2230",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_get_agent_stats",
-      "target": "server_check_agent"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L592",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_get_status",
-      "target": "server_check_agent"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2286",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_list_agents",
-      "target": "server_check_agent"
-    },
-    {
-      "relation": "rationale_for",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L452",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_rationale_452",
-      "target": "server_check_agent"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2254",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_refresh_agent_health",
-      "target": "server_check_agent"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2343",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_register_agent",
-      "target": "server_check_agent"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L522",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_execute_agent_dynamic",
-      "target": "server_execute_agent_cli"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L524",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_execute_agent_dynamic",
-      "target": "server_execute_agent_http"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L526",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_execute_agent_dynamic",
-      "target": "server_execute_agent_mcp"
-    },
-    {
-      "relation": "rationale_for",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L512",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_rationale_512",
-      "target": "server_execute_agent_dynamic"
-    },
-    {
-      "relation": "rationale_for",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L532",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_rationale_532",
-      "target": "server_execute_agent_cli"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L577",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_execute_agent_http",
-      "target": "server_ptysession_read"
-    },
-    {
-      "relation": "rationale_for",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L564",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_rationale_564",
-      "target": "server_execute_agent_http"
-    },
-    {
-      "relation": "rationale_for",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L584",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_rationale_584",
-      "target": "server_execute_agent_mcp"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L645",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_ingest_brain_index",
-      "target": "server_brain_index_module"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1039",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_orchestrate_multi_agent",
-      "target": "server_brain_index_module"
-    },
-    {
-      "relation": "rationale_for",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L633",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_rationale_633",
-      "target": "server_brain_index_module"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L684",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_search_brain_index",
-      "target": "server_brain_index_module"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L695",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_stats_brain_index",
-      "target": "server_brain_index_module"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L662",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_upsert_brain_doc",
-      "target": "server_brain_index_module"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L652",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_ingest_brain_index",
-      "target": "server_ptysession_close"
-    },
-    {
-      "relation": "rationale_for",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L657",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_rationale_657",
-      "target": "server_upsert_brain_doc"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L677",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_upsert_brain_doc",
-      "target": "server_ptysession_close"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L690",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_search_brain_index",
-      "target": "server_ptysession_close"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L700",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_stats_brain_index",
-      "target": "server_ptysession_close"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L772",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_create_skill",
-      "target": "server_skill_dir_path"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L800",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_put_skill_context_file",
-      "target": "server_skill_dir_path"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L735",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_skill_context_file_path",
-      "target": "server_skill_dir_path"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L784",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_update_skill",
-      "target": "server_skill_dir_path"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L760",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_get_skill",
-      "target": "server_resolve_skill_dir"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1086",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_get_skill_eval",
-      "target": "server_resolve_skill_dir"
-    },
-    {
-      "relation": "rationale_for",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L718",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_rationale_718",
-      "target": "server_resolve_skill_dir"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L820",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_run_skill",
-      "target": "server_resolve_skill_dir"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L811",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_delete_skill_context_file",
-      "target": "server_skill_context_file_path"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L793",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_get_skill_context_file",
-      "target": "server_skill_context_file_path"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L803",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_put_skill_context_file",
-      "target": "server_skill_context_file_path"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L864",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_run_skill",
-      "target": "server_execute_agent"
-    },
-    {
-      "relation": "indirect_call",
-      "context": "argument",
-      "confidence": "INFERRED",
-      "source_file": "server.py",
-      "source_location": "L994",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 0.5,
-      "source": "server_orchestrate_multi_agent",
-      "target": "server_run_angle"
-    },
-    {
-      "relation": "rationale_for",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L931",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_rationale_931",
-      "target": "server_run_angle"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L933",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_run_angle",
-      "target": "server_execute_agent"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1048",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_orchestrate_multi_agent",
-      "target": "server_ptysession_close"
-    },
-    {
-      "relation": "rationale_for",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L940",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_rationale_940",
-      "target": "server_orchestrate_multi_agent"
-    },
-    {
-      "relation": "rationale_for",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1255",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_rationale_1255",
-      "target": "server_list_integrations"
-    },
-    {
-      "relation": "rationale_for",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1263",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_rationale_1263",
-      "target": "server_add_integration"
-    },
-    {
-      "relation": "rationale_for",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1317",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_rationale_1317",
-      "target": "server_resolve_backup_file"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1347",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_restore_backup",
-      "target": "server_resolve_backup_file"
-    },
-    {
-      "relation": "rationale_for",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1332",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_rationale_1332",
-      "target": "server_safe_extractall"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1351",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_restore_backup",
-      "target": "server_safe_extractall"
-    },
-    {
-      "relation": "references",
-      "context": "parameter_type",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1331",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_safe_extractall",
-      "target": "tarfile"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2651",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_get_agent_insights",
-      "target": "server_load_chat_history"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1567",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_get_chat_history",
-      "target": "server_load_chat_history"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1413",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_save_chat_message",
-      "target": "server_load_chat_history"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1546",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_chat",
-      "target": "server_save_chat_message"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1455",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_execute_agent",
-      "target": "server_run_cli"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1484",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_execute_agent",
-      "target": "server_clean_hermes_output"
-    },
-    {
-      "relation": "rationale_for",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1424",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_rationale_1424",
-      "target": "server_clean_hermes_output"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1548",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_chat",
-      "target": "server_execute_agent"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1814",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_run_kanban_agent",
-      "target": "server_execute_agent"
-    },
-    {
-      "relation": "method",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1615",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_ptysession",
-      "target": "server_ptysession_close"
-    },
-    {
-      "relation": "method",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1574",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_ptysession",
-      "target": "server_ptysession_init"
-    },
-    {
-      "relation": "method",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1595",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_ptysession",
-      "target": "server_ptysession_read"
-    },
-    {
-      "relation": "method",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1606",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_ptysession",
-      "target": "server_ptysession_resize"
-    },
-    {
-      "relation": "method",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1579",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_ptysession",
-      "target": "server_ptysession_start"
-    },
-    {
-      "relation": "method",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1600",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_ptysession",
-      "target": "server_ptysession_write"
-    },
-    {
-      "relation": "rationale_for",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1572",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_rationale_1572",
-      "target": "server_ptysession"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1647",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_ws_terminal",
-      "target": "server_ptysession"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1800",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_dispatch_kanban_task",
-      "target": "server_ptysession_start"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1649",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_ws_terminal",
-      "target": "server_ptysession_start"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1681",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_ws_terminal",
-      "target": "server_ptysession_write"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1683",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_ws_terminal",
-      "target": "server_ptysession_resize"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1644",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_ws_terminal",
-      "target": "server_ptysession_close"
+      "target": "tarfile",
+      "confidence_score": 1.0
     },
     {
       "relation": "references",
@@ -16283,831 +11576,9 @@
       "source_location": "L1638",
       "weight": 1.0,
       "_origin": "ast",
-      "confidence_score": 1.0,
       "source": "server_ws_terminal",
-      "target": "websocket"
-    },
-    {
-      "relation": "references",
-      "context": "parameter_type",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1887",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_create_task",
-      "target": "server_kanbantaskcreate"
-    },
-    {
-      "relation": "references",
-      "context": "parameter_type",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1911",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_update_task",
-      "target": "server_kanbantaskupdate"
-    },
-    {
-      "relation": "references",
-      "context": "parameter_type",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1941",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_complete_task",
-      "target": "server_kanbancomplete"
-    },
-    {
-      "relation": "references",
-      "context": "parameter_type",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1955",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_block_task",
-      "target": "server_kanbanblock"
-    },
-    {
-      "relation": "references",
-      "context": "parameter_type",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1981",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_add_comment",
-      "target": "server_kanbancommentcreate"
-    },
-    {
-      "relation": "references",
-      "context": "parameter_type",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1997",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_add_link",
-      "target": "server_kanbanlinkcreate"
-    },
-    {
-      "relation": "references",
-      "context": "parameter_type",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2092",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_create_goal",
-      "target": "server_goalcreate"
-    },
-    {
-      "relation": "references",
-      "context": "parameter_type",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2120",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_update_goal",
-      "target": "server_goalupdate"
-    },
-    {
-      "relation": "references",
-      "context": "parameter_type",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2177",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_save_journal_entry",
-      "target": "server_journalsave"
-    },
-    {
-      "relation": "references",
-      "context": "parameter_type",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2378",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_router_suggest",
-      "target": "server_routersuggest"
-    },
-    {
-      "relation": "references",
-      "context": "parameter_type",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2404",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_router_route",
-      "target": "server_routerroute"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2170",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_get_journal_entry",
-      "target": "server_ensure_dir"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2154",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_list_journal_entries",
-      "target": "server_ensure_dir"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1760",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_load_kanban_tasks",
-      "target": "server_ensure_dir"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2179",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_save_journal_entry",
-      "target": "server_ensure_dir"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1781",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_save_kanban_task",
-      "target": "server_ensure_dir"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2190",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_search_journal",
-      "target": "server_ensure_dir"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1858",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_board",
-      "target": "server_load_kanban_tasks"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2036",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_dispatch",
-      "target": "server_load_kanban_tasks"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1788",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_dispatch_kanban_task",
-      "target": "server_kanban_task_path"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1982",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_add_comment",
-      "target": "server_kanban_task_path"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1999",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_add_link",
-      "target": "server_kanban_task_path"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1956",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_block_task",
-      "target": "server_kanban_task_path"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1942",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_complete_task",
-      "target": "server_kanban_task_path"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1905",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_create_task",
-      "target": "server_kanban_task_path"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2057",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_decompose_task",
-      "target": "server_kanban_task_path"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1879",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_delete_task",
-      "target": "server_kanban_task_path"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1931",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_dispatch_task",
-      "target": "server_kanban_task_path"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1872",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_get_task",
-      "target": "server_kanban_task_path"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2015",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_remove_link",
-      "target": "server_kanban_task_path"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2045",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_specify_task",
-      "target": "server_kanban_task_path"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1969",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_unblock_task",
-      "target": "server_kanban_task_path"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1912",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_update_task",
-      "target": "server_kanban_task_path"
-    },
-    {
-      "relation": "rationale_for",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1771",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_rationale_1771",
-      "target": "server_kanban_task_path"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1807",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_run_kanban_agent",
-      "target": "server_kanban_task_path"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1782",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_save_kanban_task",
-      "target": "server_kanban_task_path"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1798",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_dispatch_kanban_task",
-      "target": "server_save_kanban_task"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1993",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_add_comment",
-      "target": "server_save_kanban_task"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2008",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_add_link",
-      "target": "server_save_kanban_task"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1963",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_block_task",
-      "target": "server_save_kanban_task"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1950",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_complete_task",
-      "target": "server_save_kanban_task"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1901",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_create_task",
-      "target": "server_save_kanban_task"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2078",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_decompose_task",
-      "target": "server_save_kanban_task"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2021",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_remove_link",
-      "target": "server_save_kanban_task"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2052",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_specify_task",
-      "target": "server_save_kanban_task"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1976",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_unblock_task",
-      "target": "server_save_kanban_task"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1922",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_update_task",
-      "target": "server_save_kanban_task"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1833",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_run_kanban_agent",
-      "target": "server_save_kanban_task"
-    },
-    {
-      "relation": "indirect_call",
-      "context": "argument",
-      "confidence": "INFERRED",
-      "source_file": "server.py",
-      "source_location": "L1800",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 0.5,
-      "source": "server_dispatch_kanban_task",
-      "target": "server_run_kanban_agent"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1904",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_create_task",
-      "target": "server_dispatch_kanban_task"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2038",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_dispatch",
-      "target": "server_dispatch_kanban_task"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1937",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_dispatch_task",
-      "target": "server_dispatch_kanban_task"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1925",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_kanban_update_task",
-      "target": "server_dispatch_kanban_task"
-    },
-    {
-      "relation": "rationale_for",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L1787",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_rationale_1787",
-      "target": "server_dispatch_kanban_task"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2094",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_create_goal",
-      "target": "server_load_goals"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2141",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_delete_goal",
-      "target": "server_load_goals"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2087",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_list_goals",
-      "target": "server_load_goals"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2122",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_update_goal",
-      "target": "server_load_goals"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2107",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_create_goal",
-      "target": "server_save_goals"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2143",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_delete_goal",
-      "target": "server_save_goals"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2130",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_update_goal",
-      "target": "server_save_goals"
-    },
-    {
-      "relation": "references",
-      "context": "parameter_type",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2292",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_register_agent",
-      "target": "server_agentregisterrequest"
-    },
-    {
-      "relation": "rationale_for",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2282",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_rationale_2282",
-      "target": "server_list_agents"
-    },
-    {
-      "relation": "rationale_for",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2293",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_rationale_2293",
-      "target": "server_register_agent"
-    },
-    {
-      "relation": "rationale_for",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2348",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_rationale_2348",
-      "target": "server_unregister_agent"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2612",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_agent_time_skin",
-      "target": "server_recompute_agent_time"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2660",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_get_agent_insights",
-      "target": "server_recompute_agent_time"
-    },
-    {
-      "relation": "calls",
-      "context": "call",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2588",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_get_agent_time",
-      "target": "server_recompute_agent_time"
-    },
-    {
-      "relation": "rationale_for",
-      "confidence": "EXTRACTED",
-      "source_file": "server.py",
-      "source_location": "L2569",
-      "weight": 1.0,
-      "_origin": "ast",
-      "confidence_score": 1.0,
-      "source": "server_rationale_2569",
-      "target": "server_recompute_agent_time"
+      "target": "websocket",
+      "confidence_score": 1.0
     },
     {
       "relation": "contains",
@@ -18425,8 +12896,5378 @@
       "confidence_score": 1.0,
       "source": "brain_graph_build_central",
       "target": "brain_graph_build_central_sh__entry"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "brain/graph/sync-to-windows.sh",
+      "source_location": "L1",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "brain_graph_sync_to_windows",
+      "target": "brain_graph_sync_to_windows_sh__entry",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1262",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_add_integration",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2616",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_agent_time_skin",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2263",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_agentregisterrequest",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L183",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_append_audit",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L122",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_backuprestorerequest",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L632",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_brain_index_module",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L89",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_brainupdate",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1533",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_chat",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L125",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_chatrequest",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L451",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_check_agent",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1423",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_clean_hermes_output",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L409",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_cli_has_subcommand",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L295",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_compute_skill_score",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1303",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_create_backup",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2092",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_create_goal",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1102",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_create_job",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L771",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_create_skill",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2139",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_delete_goal",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1122",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_delete_job",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L810",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_delete_skill_context_file",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1400",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_discover_standards",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1786",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_dispatch_kanban_task",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1756",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_ensure_dir",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1448",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_execute_agent",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L531",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_execute_agent_cli",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L511",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_execute_agent_dynamic",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L563",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_execute_agent_http",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L583",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_execute_agent_mcp",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2803",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_favicon",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2807",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_favicon_svg",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2205",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_get_agent_health",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2655",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_get_agent_insights",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2226",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_get_agent_stats",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2592",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_get_agent_time",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1135",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_get_audit",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L614",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_get_brain_file",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1566",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_get_chat_history",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L48",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_get_cors_origins",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1154",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_get_cost",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2167",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_get_journal_entry",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2486",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_get_session_replay",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1368",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_get_settings",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L759",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_get_skill",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2422",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_get_skill_analytics",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L792",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_get_skill_context_file",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1085",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_get_skill_eval",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L590",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_get_status",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L180",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_get_timestamp",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2440",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_get_trend_analytics",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1726",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_goalcreate",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1732",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_goalupdate",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L437",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_hermes_available",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L417",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_hermes_cli_args",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2544",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_index",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L644",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_ingest_brain_index",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1180",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_install_plugin",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L260",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_is_error_response",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L168",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_iter_skill_dirs",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1740",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_journalsave",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1981",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_kanban_add_comment",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1997",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_kanban_add_link",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1955",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_kanban_block_task",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1856",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_kanban_board",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1941",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_kanban_complete_task",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1887",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_kanban_create_task",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2056",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_kanban_decompose_task",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2025",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_kanban_delete_task",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2034",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_kanban_dispatch",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1930",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_kanban_dispatch_task",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1871",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_kanban_get_task",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2013",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_kanban_remove_link",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2044",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_kanban_specify_task",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1770",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_kanban_task_path",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1968",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_kanban_unblock_task",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1911",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_kanban_update_task",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1716",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_kanbanblock",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1719",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_kanbancommentcreate",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1713",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_kanbancomplete",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1722",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_kanbanlinkcreate",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1699",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_kanbantaskcreate",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1706",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_kanbantaskupdate",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2281",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_list_agents",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1291",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_list_backups",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L604",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_list_brain",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L140",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_list_dir",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2085",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_list_goals",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1254",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_list_integrations",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1092",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_list_jobs",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2152",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_list_journal_entries",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1066",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_list_orchestration_runs",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1175",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_list_plugins",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1358",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_list_prompts",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2458",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_list_sessions",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L742",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_list_skills",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1385",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_list_standards",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L387",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_load_agent_registry",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L229",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_load_agent_stats",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1409",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_load_chat_history",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1847",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_load_goals",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1759",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_load_kanban_tasks",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L177",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_new_id",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L939",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_orchestrate_multi_agent",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L96",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_orchestraterequest",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1571",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_ptysession",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L799",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_put_skill_context_file",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L131",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_read_file",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L145",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_read_json",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2601",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_recompute_agent_time",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L241",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_record_agent_run",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L199",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_record_brain_learning",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1159",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_record_cost",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L332",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_record_skill_score",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2250",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_refresh_agent_health",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2292",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_register_agent",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1316",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_resolve_backup_file",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L717",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_resolve_skill_dir",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1346",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_restore_backup",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2404",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_router_route",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2378",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_router_suggest",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1746",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_routerroute",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1743",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_routersuggest",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L930",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_run_angle",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1419",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_run_cli",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1802",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_run_kanban_agent",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L819",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_run_skill",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1331",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_safe_extractall",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L402",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_save_agent_registry",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L237",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_save_agent_stats",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1412",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_save_chat_message",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1850",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_save_goals",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2177",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_save_journal_entry",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1780",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_save_kanban_task",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L113",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_schedulejobrequest",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L681",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_search_brain_index",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2188",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_search_journal",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L119",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_settingsupdate",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L732",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_skill_context_file_path",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L708",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_skill_dir_path",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L110",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_skillcontextfilewrite",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L103",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_skillcreate",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L92",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_skillrunrequest",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L107",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_skillupdate",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L694",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_stats_brain_index",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2557",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_test_page",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1243",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_uninstall_plugin",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2347",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_unregister_agent",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L621",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_update_brain_file",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2120",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_update_goal",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1373",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_update_settings",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L783",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_update_skill",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L656",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_upsert_brain_doc",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L136",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_write_file",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L164",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_write_json",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1638",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server",
+      "target": "server_ws_terminal",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2518",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_rationale_2518",
+      "target": "server",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2567",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_rationale_2567",
+      "target": "server",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L49",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_rationale_49",
+      "target": "server_get_cors_origins",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1643",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_ws_terminal",
+      "target": "server_get_cors_origins",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L621",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_update_brain_file",
+      "target": "server_brainupdate",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "references",
+      "context": "generic_arg",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L819",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_run_skill",
+      "target": "server_skillrunrequest",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L939",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_orchestrate_multi_agent",
+      "target": "server_orchestraterequest",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L771",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_create_skill",
+      "target": "server_skillcreate",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L783",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_update_skill",
+      "target": "server_skillupdate",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L799",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_put_skill_context_file",
+      "target": "server_skillcontextfilewrite",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1102",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_create_job",
+      "target": "server_schedulejobrequest",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1373",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_update_settings",
+      "target": "server_settingsupdate",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1346",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_restore_backup",
+      "target": "server_backuprestorerequest",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1533",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_chat",
+      "target": "server_chatrequest",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L618",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_get_brain_file",
+      "target": "server_read_file",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L763",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_get_skill",
+      "target": "server_read_file",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L796",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_get_skill_context_file",
+      "target": "server_read_file",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L610",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_list_brain",
+      "target": "server_read_file",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1362",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_list_prompts",
+      "target": "server_read_file",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L745",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_list_skills",
+      "target": "server_read_file",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1391",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_list_standards",
+      "target": "server_read_file",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L826",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_run_skill",
+      "target": "server_read_file",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L895",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_run_skill",
+      "target": "server_write_file",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L623",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_update_brain_file",
+      "target": "server_write_file",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L593",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_get_status",
+      "target": "server_list_dir",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L605",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_list_brain",
+      "target": "server_list_dir",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1125",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_delete_job",
+      "target": "server_read_json",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2658",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_get_agent_insights",
+      "target": "server_read_json",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1156",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_get_cost",
+      "target": "server_read_json",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1370",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_get_settings",
+      "target": "server_read_json",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L765",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_get_skill",
+      "target": "server_read_json",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2426",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_get_skill_analytics",
+      "target": "server_read_json",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1087",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_get_skill_eval",
+      "target": "server_read_json",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2444",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_get_trend_analytics",
+      "target": "server_read_json",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1191",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_install_plugin",
+      "target": "server_read_json",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1096",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_list_jobs",
+      "target": "server_read_json",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1072",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_list_orchestration_runs",
+      "target": "server_read_json",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1177",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_list_plugins",
+      "target": "server_read_json",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L747",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_list_skills",
+      "target": "server_read_json",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1410",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_load_chat_history",
+      "target": "server_read_json",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1848",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_load_goals",
+      "target": "server_read_json",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1763",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_load_kanban_tasks",
+      "target": "server_read_json",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L146",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_rationale_146",
+      "target": "server_read_json",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1161",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_record_cost",
+      "target": "server_read_json",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1376",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_update_settings",
+      "target": "server_read_json",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1238",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_install_plugin",
+      "target": "server_write_json",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1035",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_orchestrate_multi_agent",
+      "target": "server_write_json",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L165",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_rationale_165",
+      "target": "server_write_json",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1169",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_record_cost",
+      "target": "server_write_json",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1417",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_save_chat_message",
+      "target": "server_write_json",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1851",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_save_goals",
+      "target": "server_write_json",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1378",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_update_settings",
+      "target": "server_write_json",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2425",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_get_skill_analytics",
+      "target": "server_iter_skill_dirs",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2443",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_get_trend_analytics",
+      "target": "server_iter_skill_dirs",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L744",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_list_skills",
+      "target": "server_iter_skill_dirs",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L169",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_rationale_169",
+      "target": "server_iter_skill_dirs",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L188",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_append_audit",
+      "target": "server_new_id",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1540",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_chat",
+      "target": "server_new_id",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2096",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_create_goal",
+      "target": "server_new_id",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1106",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_create_job",
+      "target": "server_new_id",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1987",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_add_comment",
+      "target": "server_new_id",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1890",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_create_task",
+      "target": "server_new_id",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2066",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_decompose_task",
+      "target": "server_new_id",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1819",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_run_kanban_agent",
+      "target": "server_new_id",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L858",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_run_skill",
+      "target": "server_new_id",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1281",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_add_integration",
+      "target": "server_get_timestamp",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L187",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_append_audit",
+      "target": "server_get_timestamp",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1544",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_chat",
+      "target": "server_get_timestamp",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2103",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_create_goal",
+      "target": "server_get_timestamp",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1111",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_create_job",
+      "target": "server_get_timestamp",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1797",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_dispatch_kanban_task",
+      "target": "server_get_timestamp",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2221",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_get_agent_health",
+      "target": "server_get_timestamp",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2770",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_get_agent_insights",
+      "target": "server_get_timestamp",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1234",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_install_plugin",
+      "target": "server_get_timestamp",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1989",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_add_comment",
+      "target": "server_get_timestamp",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2007",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_add_link",
+      "target": "server_get_timestamp",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1962",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_block_task",
+      "target": "server_get_timestamp",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1948",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_complete_task",
+      "target": "server_get_timestamp",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1898",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_create_task",
+      "target": "server_get_timestamp",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2074",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_decompose_task",
+      "target": "server_get_timestamp",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2020",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_remove_link",
+      "target": "server_get_timestamp",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2051",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_specify_task",
+      "target": "server_get_timestamp",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1975",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_unblock_task",
+      "target": "server_get_timestamp",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1921",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_update_task",
+      "target": "server_get_timestamp",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1021",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_orchestrate_multi_agent",
+      "target": "server_get_timestamp",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L244",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_record_agent_run",
+      "target": "server_get_timestamp",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1163",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_record_cost",
+      "target": "server_get_timestamp",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L340",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_record_skill_score",
+      "target": "server_get_timestamp",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2257",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_refresh_agent_health",
+      "target": "server_get_timestamp",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1821",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_run_kanban_agent",
+      "target": "server_get_timestamp",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L887",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_run_skill",
+      "target": "server_get_timestamp",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2129",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_update_goal",
+      "target": "server_get_timestamp",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1285",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_add_integration",
+      "target": "server_append_audit",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L192",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_append_audit",
+      "target": "server_ptysession_write",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1561",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_chat",
+      "target": "server_append_audit",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1313",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_create_backup",
+      "target": "server_append_audit",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2114",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_create_goal",
+      "target": "server_append_audit",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1118",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_create_job",
+      "target": "server_append_audit",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L779",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_create_skill",
+      "target": "server_append_audit",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2144",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_delete_goal",
+      "target": "server_append_audit",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1128",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_delete_job",
+      "target": "server_append_audit",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L815",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_delete_skill_context_file",
+      "target": "server_append_audit",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1402",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_discover_standards",
+      "target": "server_append_audit",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1799",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_dispatch_kanban_task",
+      "target": "server_append_audit",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1239",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_install_plugin",
+      "target": "server_append_audit",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2009",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_add_link",
+      "target": "server_append_audit",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1964",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_block_task",
+      "target": "server_append_audit",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1951",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_complete_task",
+      "target": "server_append_audit",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1902",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_create_task",
+      "target": "server_append_audit",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1883",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_delete_task",
+      "target": "server_append_audit",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2040",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_dispatch",
+      "target": "server_append_audit",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1977",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_unblock_task",
+      "target": "server_append_audit",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1923",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_update_task",
+      "target": "server_append_audit",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L806",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_put_skill_context_file",
+      "target": "server_append_audit",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2256",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_refresh_agent_health",
+      "target": "server_append_audit",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2342",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_register_agent",
+      "target": "server_append_audit",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1352",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_restore_backup",
+      "target": "server_append_audit",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2409",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_router_route",
+      "target": "server_append_audit",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1826",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_run_kanban_agent",
+      "target": "server_append_audit",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L877",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_run_skill",
+      "target": "server_append_audit",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2182",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_save_journal_entry",
+      "target": "server_append_audit",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1248",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_uninstall_plugin",
+      "target": "server_append_audit",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2365",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_unregister_agent",
+      "target": "server_append_audit",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L624",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_update_brain_file",
+      "target": "server_append_audit",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1379",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_update_settings",
+      "target": "server_append_audit",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L788",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_update_skill",
+      "target": "server_append_audit",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1655",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_ws_terminal",
+      "target": "server_append_audit",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L202",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_rationale_202",
+      "target": "server_record_brain_learning",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L209",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_record_brain_learning",
+      "target": "server_brain_index_module",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L219",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_record_brain_learning",
+      "target": "server_ptysession_close",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L899",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_run_skill",
+      "target": "server_record_brain_learning",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2207",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_get_agent_health",
+      "target": "server_load_agent_stats",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2231",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_get_agent_stats",
+      "target": "server_load_agent_stats",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L243",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_record_agent_run",
+      "target": "server_load_agent_stats",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L258",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_record_agent_run",
+      "target": "server_save_agent_stats",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1550",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_chat",
+      "target": "server_record_agent_run",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L242",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_rationale_242",
+      "target": "server_record_agent_run",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L872",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_run_skill",
+      "target": "server_record_agent_run",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1550",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_chat",
+      "target": "server_is_error_response",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L313",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_compute_skill_score",
+      "target": "server_is_error_response",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L261",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_rationale_261",
+      "target": "server_is_error_response",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L871",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_run_skill",
+      "target": "server_is_error_response",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L296",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_rationale_296",
+      "target": "server_compute_skill_score",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L875",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_run_skill",
+      "target": "server_compute_skill_score",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L333",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_rationale_333",
+      "target": "server_record_skill_score",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L876",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_run_skill",
+      "target": "server_record_skill_score",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1535",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_chat",
+      "target": "server_load_agent_registry",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L453",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_check_agent",
+      "target": "server_load_agent_registry",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L513",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_execute_agent_dynamic",
+      "target": "server_load_agent_registry",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2209",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_get_agent_health",
+      "target": "server_load_agent_registry",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2662",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_get_agent_insights",
+      "target": "server_load_agent_registry",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2228",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_get_agent_stats",
+      "target": "server_load_agent_registry",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L591",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_get_status",
+      "target": "server_load_agent_registry",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2283",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_list_agents",
+      "target": "server_load_agent_registry",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L955",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_orchestrate_multi_agent",
+      "target": "server_load_agent_registry",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L388",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_rationale_388",
+      "target": "server_load_agent_registry",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2253",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_refresh_agent_health",
+      "target": "server_load_agent_registry",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2300",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_register_agent",
+      "target": "server_load_agent_registry",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2407",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_router_route",
+      "target": "server_load_agent_registry",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L843",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_run_skill",
+      "target": "server_load_agent_registry",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2352",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_unregister_agent",
+      "target": "server_load_agent_registry",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L403",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_rationale_403",
+      "target": "server_save_agent_registry",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2334",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_register_agent",
+      "target": "server_save_agent_registry",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2357",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_unregister_agent",
+      "target": "server_save_agent_registry",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L427",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_hermes_cli_args",
+      "target": "server_cli_has_subcommand",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1480",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_execute_agent",
+      "target": "server_hermes_cli_args",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L443",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_hermes_available",
+      "target": "server_hermes_cli_args",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L418",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_rationale_418",
+      "target": "server_hermes_cli_args",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L438",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_rationale_438",
+      "target": "server_hermes_available",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2210",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_get_agent_health",
+      "target": "server_check_agent",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2230",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_get_agent_stats",
+      "target": "server_check_agent",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L592",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_get_status",
+      "target": "server_check_agent",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2286",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_list_agents",
+      "target": "server_check_agent",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L452",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_rationale_452",
+      "target": "server_check_agent",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2254",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_refresh_agent_health",
+      "target": "server_check_agent",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2343",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_register_agent",
+      "target": "server_check_agent",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L522",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_execute_agent_dynamic",
+      "target": "server_execute_agent_cli",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L524",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_execute_agent_dynamic",
+      "target": "server_execute_agent_http",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L526",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_execute_agent_dynamic",
+      "target": "server_execute_agent_mcp",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L512",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_rationale_512",
+      "target": "server_execute_agent_dynamic",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L532",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_rationale_532",
+      "target": "server_execute_agent_cli",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L577",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_execute_agent_http",
+      "target": "server_ptysession_read",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L564",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_rationale_564",
+      "target": "server_execute_agent_http",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L584",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_rationale_584",
+      "target": "server_execute_agent_mcp",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L645",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_ingest_brain_index",
+      "target": "server_brain_index_module",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1039",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_orchestrate_multi_agent",
+      "target": "server_brain_index_module",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L633",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_rationale_633",
+      "target": "server_brain_index_module",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L684",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_search_brain_index",
+      "target": "server_brain_index_module",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L695",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_stats_brain_index",
+      "target": "server_brain_index_module",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L662",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_upsert_brain_doc",
+      "target": "server_brain_index_module",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L652",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_ingest_brain_index",
+      "target": "server_ptysession_close",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L657",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_rationale_657",
+      "target": "server_upsert_brain_doc",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L677",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_upsert_brain_doc",
+      "target": "server_ptysession_close",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L690",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_search_brain_index",
+      "target": "server_ptysession_close",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L700",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_stats_brain_index",
+      "target": "server_ptysession_close",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L772",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_create_skill",
+      "target": "server_skill_dir_path",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L800",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_put_skill_context_file",
+      "target": "server_skill_dir_path",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L735",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_skill_context_file_path",
+      "target": "server_skill_dir_path",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L784",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_update_skill",
+      "target": "server_skill_dir_path",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L760",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_get_skill",
+      "target": "server_resolve_skill_dir",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1086",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_get_skill_eval",
+      "target": "server_resolve_skill_dir",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L718",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_rationale_718",
+      "target": "server_resolve_skill_dir",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L820",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_run_skill",
+      "target": "server_resolve_skill_dir",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L811",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_delete_skill_context_file",
+      "target": "server_skill_context_file_path",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L793",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_get_skill_context_file",
+      "target": "server_skill_context_file_path",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L803",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_put_skill_context_file",
+      "target": "server_skill_context_file_path",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L864",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_run_skill",
+      "target": "server_execute_agent",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "indirect_call",
+      "context": "argument",
+      "confidence": "INFERRED",
+      "source_file": "server.py",
+      "source_location": "L994",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_orchestrate_multi_agent",
+      "target": "server_run_angle",
+      "confidence_score": 0.5
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L931",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_rationale_931",
+      "target": "server_run_angle",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L933",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_run_angle",
+      "target": "server_execute_agent",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1048",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_orchestrate_multi_agent",
+      "target": "server_ptysession_close",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L940",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_rationale_940",
+      "target": "server_orchestrate_multi_agent",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1255",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_rationale_1255",
+      "target": "server_list_integrations",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1263",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_rationale_1263",
+      "target": "server_add_integration",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1317",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_rationale_1317",
+      "target": "server_resolve_backup_file",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1347",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_restore_backup",
+      "target": "server_resolve_backup_file",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1332",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_rationale_1332",
+      "target": "server_safe_extractall",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1351",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_restore_backup",
+      "target": "server_safe_extractall",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2657",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_get_agent_insights",
+      "target": "server_load_chat_history",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1567",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_get_chat_history",
+      "target": "server_load_chat_history",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1413",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_save_chat_message",
+      "target": "server_load_chat_history",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1546",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_chat",
+      "target": "server_save_chat_message",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1455",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_execute_agent",
+      "target": "server_run_cli",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1484",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_execute_agent",
+      "target": "server_clean_hermes_output",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1424",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_rationale_1424",
+      "target": "server_clean_hermes_output",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1548",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_chat",
+      "target": "server_execute_agent",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1814",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_run_kanban_agent",
+      "target": "server_execute_agent",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "method",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1615",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_ptysession",
+      "target": "server_ptysession_close",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "method",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1574",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_ptysession",
+      "target": "server_ptysession_init",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "method",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1595",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_ptysession",
+      "target": "server_ptysession_read",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "method",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1606",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_ptysession",
+      "target": "server_ptysession_resize",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "method",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1579",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_ptysession",
+      "target": "server_ptysession_start",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "method",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1600",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_ptysession",
+      "target": "server_ptysession_write",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1572",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_rationale_1572",
+      "target": "server_ptysession",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1647",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_ws_terminal",
+      "target": "server_ptysession",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1800",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_dispatch_kanban_task",
+      "target": "server_ptysession_start",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1649",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_ws_terminal",
+      "target": "server_ptysession_start",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1681",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_ws_terminal",
+      "target": "server_ptysession_write",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1683",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_ws_terminal",
+      "target": "server_ptysession_resize",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1644",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_ws_terminal",
+      "target": "server_ptysession_close",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1887",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_create_task",
+      "target": "server_kanbantaskcreate",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1911",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_update_task",
+      "target": "server_kanbantaskupdate",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1941",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_complete_task",
+      "target": "server_kanbancomplete",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1955",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_block_task",
+      "target": "server_kanbanblock",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1981",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_add_comment",
+      "target": "server_kanbancommentcreate",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1997",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_add_link",
+      "target": "server_kanbanlinkcreate",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2092",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_create_goal",
+      "target": "server_goalcreate",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2120",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_update_goal",
+      "target": "server_goalupdate",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2177",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_save_journal_entry",
+      "target": "server_journalsave",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2378",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_router_suggest",
+      "target": "server_routersuggest",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2404",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_router_route",
+      "target": "server_routerroute",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2170",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_get_journal_entry",
+      "target": "server_ensure_dir",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2154",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_list_journal_entries",
+      "target": "server_ensure_dir",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1760",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_load_kanban_tasks",
+      "target": "server_ensure_dir",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2179",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_save_journal_entry",
+      "target": "server_ensure_dir",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1781",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_save_kanban_task",
+      "target": "server_ensure_dir",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2190",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_search_journal",
+      "target": "server_ensure_dir",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1858",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_board",
+      "target": "server_load_kanban_tasks",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2036",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_dispatch",
+      "target": "server_load_kanban_tasks",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1788",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_dispatch_kanban_task",
+      "target": "server_kanban_task_path",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1982",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_add_comment",
+      "target": "server_kanban_task_path",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1999",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_add_link",
+      "target": "server_kanban_task_path",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1956",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_block_task",
+      "target": "server_kanban_task_path",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1942",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_complete_task",
+      "target": "server_kanban_task_path",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1905",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_create_task",
+      "target": "server_kanban_task_path",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2057",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_decompose_task",
+      "target": "server_kanban_task_path",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1879",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_delete_task",
+      "target": "server_kanban_task_path",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1931",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_dispatch_task",
+      "target": "server_kanban_task_path",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1872",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_get_task",
+      "target": "server_kanban_task_path",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2015",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_remove_link",
+      "target": "server_kanban_task_path",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2045",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_specify_task",
+      "target": "server_kanban_task_path",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1969",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_unblock_task",
+      "target": "server_kanban_task_path",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1912",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_update_task",
+      "target": "server_kanban_task_path",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1771",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_rationale_1771",
+      "target": "server_kanban_task_path",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1807",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_run_kanban_agent",
+      "target": "server_kanban_task_path",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1782",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_save_kanban_task",
+      "target": "server_kanban_task_path",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1798",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_dispatch_kanban_task",
+      "target": "server_save_kanban_task",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1993",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_add_comment",
+      "target": "server_save_kanban_task",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2008",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_add_link",
+      "target": "server_save_kanban_task",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1963",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_block_task",
+      "target": "server_save_kanban_task",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1950",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_complete_task",
+      "target": "server_save_kanban_task",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1901",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_create_task",
+      "target": "server_save_kanban_task",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2078",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_decompose_task",
+      "target": "server_save_kanban_task",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2021",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_remove_link",
+      "target": "server_save_kanban_task",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2052",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_specify_task",
+      "target": "server_save_kanban_task",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1976",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_unblock_task",
+      "target": "server_save_kanban_task",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1922",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_update_task",
+      "target": "server_save_kanban_task",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1833",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_run_kanban_agent",
+      "target": "server_save_kanban_task",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "indirect_call",
+      "context": "argument",
+      "confidence": "INFERRED",
+      "source_file": "server.py",
+      "source_location": "L1800",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_dispatch_kanban_task",
+      "target": "server_run_kanban_agent",
+      "confidence_score": 0.5
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1904",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_create_task",
+      "target": "server_dispatch_kanban_task",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2038",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_dispatch",
+      "target": "server_dispatch_kanban_task",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1937",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_dispatch_task",
+      "target": "server_dispatch_kanban_task",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1925",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_kanban_update_task",
+      "target": "server_dispatch_kanban_task",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1787",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_rationale_1787",
+      "target": "server_dispatch_kanban_task",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2094",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_create_goal",
+      "target": "server_load_goals",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2141",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_delete_goal",
+      "target": "server_load_goals",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2087",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_list_goals",
+      "target": "server_load_goals",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2122",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_update_goal",
+      "target": "server_load_goals",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2107",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_create_goal",
+      "target": "server_save_goals",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2143",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_delete_goal",
+      "target": "server_save_goals",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2130",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_update_goal",
+      "target": "server_save_goals",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2292",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_register_agent",
+      "target": "server_agentregisterrequest",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2282",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_rationale_2282",
+      "target": "server_list_agents",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2293",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_rationale_2293",
+      "target": "server_register_agent",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2348",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_rationale_2348",
+      "target": "server_unregister_agent",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2618",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_agent_time_skin",
+      "target": "server_recompute_agent_time",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2666",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_get_agent_insights",
+      "target": "server_recompute_agent_time",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2594",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_get_agent_time",
+      "target": "server_recompute_agent_time",
+      "confidence_score": 1.0
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2575",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "server_rationale_2575",
+      "target": "server_recompute_agent_time",
+      "confidence_score": 1.0
     }
   ],
   "hyperedges": [],
-  "built_at_commit": "199ba1d86f21621bc41eaded4ad4b39ca877bf14"
+  "built_at_commit": "b70d9633647401dd7d2baa8ce37a37a11bb888ad"
 }
\ No newline at end of file
diff --git a/brain/graph/sync-to-windows.sh b/brain/graph/sync-to-windows.sh
new file mode 100755
index 0000000..17070c8
--- /dev/null
+++ b/brain/graph/sync-to-windows.sh
@@ -0,0 +1,27 @@
+#!/usr/bin/env bash
+# Sync the WSL-built central brain into the WINDOWS-native central brain.
+#
+# The Agentic-OS brain lives in WSL (brain/graph/). The device-wide central
+# brain lives on Windows at C:\Users\Austin\Brains\central\, running its own
+# Graphify (own venv) — fully offline, no WSL dependency at query time.
+#
+# This script: rebuild the WSL central brain, then copy central-graph.json
+# into the Windows folder so the Windows serve (serve-brain.bat) picks it up.
+set -u
+DIR="/home/austin/agentic-os"
+WIN_BRAIN="/mnt/c/Users/Austin/Brains/central"
+
+cd "$DIR" || { echo "FATAL: cannot cd $DIR"; exit 1; }
+
+echo "==> rebuild WSL central brain"
+bash "$DIR/brain/graph/build-central.sh" 2>&1 | tail -3
+
+if [ ! -d "$WIN_BRAIN" ]; then
+  echo "WARN: Windows brain dir missing ($WIN_BRAIN) — skipping push. Create it + venv first."
+  exit 0
+fi
+
+echo "==> push central-graph.json -> Windows brain"
+cp "$DIR/brain/graph/central-graph.json" "$WIN_BRAIN/central-graph.json"
+echo "   copied -> $WIN_BRAIN/central-graph.json"
+echo "==> done. Windows serve (serve-brain.bat) will serve the updated graph on next (re)start."