## Thinking Path > - Paperclip manages agents that use different model providers and adapters. > - Paperclip must keep agent execution rules clear and predictable. > - The cheap-model profile added a second execution mode across adapters, task recovery, APIs, and the UI. > - That mode increased configuration and recovery complexity. > - This pull request removes the cheap-model profile as a product feature. > - The benefit is one model-selection path for normal work and recovery work. ## Linked Issues or Issue Description **What existing behavior does this improve?** This change simplifies model selection across agent configuration, task execution, recovery, and adapter capabilities. **Current behavior** Paperclip exposes cheap-model profiles in adapter metadata, agent runtime configuration, task overrides, recovery rules, APIs, and the board UI. Recovery work can select a different model profile from the agent's configured model. **Proposed behavior** Paperclip uses the agent's configured model for normal work and recovery work. Status-only recovery stays limited to coordination work. The API rejects legacy model-profile configuration. A migration removes stored model-profile values from existing agent, issue, and historical revision records. **Reason and benefit** One model path reduces configuration, API, UI, and recovery complexity. It also prevents status recovery from becoming a separate product-level model-routing feature. **Breaking changes** This change removes model-profile fields and adapter capability metadata. Existing stored model-profile values are removed by an idempotent migration. The validators reject new legacy profile values with clear errors. ## What Changed - Removed model-profile types, adapter capabilities, API fields, and model selection logic. - Removed cheap-model controls from agent and task UI surfaces. - Kept status-only recovery limited to coordination context while normal continuations use the configured agent model. - Added an idempotent migration that removes stored model-profile values from agents, issues, and configuration revisions without changing issue update timestamps. - Updated tests and product documentation for the single-model behavior. ## Verification - `pnpm check:token-gates` passes. - `pnpm -r typecheck` passes. - `pnpm build` passes. - `pnpm test:run` completed with 5,607 passing tests and 8 environment-sensitive failures in unrelated fixed-port and database-deadlock suites. The same failures repeated in an isolated rerun. CI is the final clean-room result. ## Risks - This is an intentional breaking change for clients that send model-profile fields. - The migration changes legacy agent, issue, and configuration-revision JSON. It is idempotent and preserves unrelated fields and issue update timestamps. - The change is cross-cutting because the removed feature existed in adapters, shared contracts, the server, plugins, and the UI. > For core feature work, check [`ROADMAP.md`](ROADMAP.md) first and discuss it in `#dev` before opening the PR. Feature PRs that overlap with planned core work may need to be redirected — check the roadmap first. See `CONTRIBUTING.md`. ## Model Used - OpenAI Codex with `gpt-5`. Reasoning and tool use were enabled. The runtime did not expose the context-window size. ## Checklist - [x] I have included a thinking path that traces from project context to this change - [x] I have specified the model used (with version and capability details) - [x] I have checked ROADMAP.md and confirmed this PR does not duplicate planned core work - [x] I have searched GitHub for duplicate or related PRs and linked them above - [x] I have either (a) linked existing issues with `Fixes: #` / `Closes #` / `Refs #` OR (b) described the issue in-PR following the relevant issue template - [x] I have not referenced internal/instance-local Paperclip issues or links (only public GitHub `#NNN` / `github.com/paperclipai/paperclip` URLs) - [ ] My branch name describes the change (e.g. `docs/...`, `fix/...`) and contains no internal Paperclip ticket id or instance-derived details - [ ] I have run tests locally and they pass - [x] I have added or updated tests where applicable - [x] I have updated relevant documentation to reflect my changes - [x] I have considered and documented any risks above - [x] All Paperclip CI gates are green - [x] Greptile is 5/5 with no open P2s, recommendations, or follow-ups - [x] I will address all Greptile and reviewer comments before requesting merge --------- Co-authored-by: Paperclip <noreply@paperclip.ing> |
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| agents/wiki-maintainer | ||
| fixtures/basic-root | ||
| migrations | ||
| skills | ||
| src | ||
| templates | ||
| tests | ||
| .gitignore | ||
| README.md | ||
| esbuild.config.mjs | ||
| package.json | ||
| rollup.config.mjs | ||
| tsconfig.json | ||
| vitest.config.ts | ||
README.md
LLM Wiki
Local-file LLM Wiki plugin for source ingestion, wiki browsing, query, lint, and maintenance workflows.
Scope
This package is the standalone home for LLM Wiki behavior. Wiki-specific routes, UI, prompts, tools, local-folder templates, migrations, fixtures, and tests live here rather than in Paperclip core.
The alpha surface includes:
- manifest-declared Wiki page, sidebar entry, and settings page
- trusted local folder declaration for
raw/,wiki/,AGENTS.md,IDEA.md,wiki/index.md, andwiki/log.md - plugin database namespace migration for wiki instances, sources, pages, operations, query sessions, and resource bindings
- managed
Wiki Maintaineragent, managedLLM Wikiproject, and paused managed routines for wiki update processing, lint, and index refresh - plugin-operation issue creation using
surfaceVisibility: "plugin_operation" - local source capture into
raw/with metadata rows in the plugin DB namespace - opt-in company-scoped Paperclip event ingestion controls for issues, comments, and documents; event ingestion is disabled by default and routes captured raw provenance into the default space only
- manual Paperclip project/root issue distillation and bounded backfill actions with explicit work items, operation issues, source caps, and estimated cost recording
- Paperclip-derived distillation (cursor windows, manual
distill-now, backfill) always writes into the default wiki space in Phase 1; non-default spaces remain on manual / raw-file ingest until per-space Paperclip ingestion profiles ship - Paperclip-derived distillation maintains
wiki/projects/<slug>/standup.mdas the executive current-state view for each represented project, alongside durablewiki/projects/<slug>/index.mdknowledge pages - wiki page writes with plugin path validation, atomic local-folder writes, metadata/revision rows, backlink extraction, and optional stale-hash protection
- wiki tools for search/read/write/propose patch/source/log/index/backlinks workflows
Phase 5 Security Gate
Paperclip-derived text ingestion stays limited to issue titles/descriptions, issue comments, and issue documents.
- Issue attachments/assets are metadata-only in Phase 5.
- Issue work products are metadata-only in Phase 5.
- The wiki must not fetch
/api/assets/:id/content, dereference work-producturlfields, or store those capability-bearing links in source bundles/snapshots.
The accepted policy lives in doc/plans/2026-05-06-llm-wiki-paperclip-asset-security-gate.md.
Development
pnpm install
pnpm dev # watch builds
pnpm dev:ui # local dev server with hot-reload events
pnpm test
From the Paperclip repo root:
pnpm --filter @paperclipai/plugin-llm-wiki typecheck
pnpm --filter @paperclipai/plugin-llm-wiki test
pnpm --filter @paperclipai/plugin-llm-wiki build
Alpha Verification
Run these commands from the Paperclip repo root before handing off alpha plugin changes:
pnpm --filter @paperclipai/plugin-llm-wiki typecheck
pnpm --filter @paperclipai/plugin-llm-wiki test
pnpm --filter @paperclipai/plugin-llm-wiki build
The focused Vitest suite covers:
- standalone package boundaries and package-local harness dependencies
- required local folder bootstrap writes
- raw source capture plus ingest metadata persistence
- hidden plugin-operation issue creation for ingest/query/file-as-page workflows
- disabled and enabled Paperclip event ingestion paths
- managed routine declarations, manual distill/backfill work items, source cap handling, and backfill project/date scoping
- atomic page writes, metadata/revision rows, backlinks, and stale-hash refusal
- query session creation, run-id recording, stream event forwarding, and completion updates
- filing a streamed query answer back into the wiki through a hidden operation
Remaining alpha gaps:
- Browser screenshot capture is maintained separately under
tests/screenshots; generatedscreenshots/outputs are local artifacts and are ignored by git. - Host-level plugin install and live agent invocation still need Paperclip server/runtime smoke coverage when preparing a release candidate.
Install Into Paperclip
curl -X POST http://127.0.0.1:3100/api/plugins/install \
-H "Content-Type: application/json" \
-d '{"packageName":"/Users/dotta/paperclip/.paperclip/worktrees/PAP-3179-design-a-llm-wiki-plugin/packages/plugins/plugin-llm-wiki","isLocalPath":true}'
Build Options
pnpm builduses esbuild presets from@paperclipai/plugin-sdk/bundlers.pnpm build:rollupuses rollup presets from the same SDK.
After changing manifest-loaded assets such as skills, agent instructions, or templates, recompile the local plugin before re-enabling it:
pnpm --filter @paperclipai/plugin-llm-wiki build
The package-local dist/ directory is ignored by git, but local Paperclip
installs load the compiled dist/manifest.js and dist/worker.js files at
runtime. If activation failed before the rebuild, re-enable the plugin or
restart the Paperclip dev server so the host imports the fresh bundle.
Local File Layout
<configured-wiki-root>/
AGENTS.md
IDEA.md
.gitignore
raw/
.gitkeep
wiki/
index.md
log.md
sources/
.gitkeep
projects/
.gitkeep
<project-slug>/
index.md
standup.md
decisions.md
history.md
entities/
.gitkeep
concepts/
.gitkeep
synthesis/
.gitkeep
Use the settings page or bootstrap-root action to configure the folder and
write the starter files. The plugin uses Paperclip's local folder API for path
containment, symlink checks, read/write validation, and atomic writes.
Bootstrap preserves existing files rather than overwriting operator edits. The
default first-install skeleton is copied from the vanilla LLM Wiki layout, with
CLAUDE.md renamed to AGENTS.md and Paperclip project overviews, standups,
decisions, and history kept together under wiki/projects/<slug>/.
Managed Agent Instructions
Plugin-managed agent instruction bundles live under:
agents/<agent-key>/AGENTS.md
For this plugin the Wiki Maintainer source bundle is agents/wiki-maintainer/AGENTS.md.
Any additional files in that folder are installed as sibling instruction files
for the managed agent. The settings health check reports drift from these
defaults, and resetting the managed agent asks for confirmation before replacing
customized instructions.