LLM Wiki — persistent markdown knowledge base that compounds across sessions (Karpathy model)
Scanned 9/22/2026
npx -y skills add naimkatiman/continuous-improvement --skill wiki --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: wiki
description: LLM Wiki — persistent markdown knowledge base that compounds across sessions (Karpathy model)
triggers: ["wiki", "wiki this", "wiki add", "wiki lint", "wiki query"]
---
# Wiki
Persistent, self-maintained markdown knowledge base for project and session knowledge. Inspired by Karpathy's LLM Wiki concept.
## Operations
### Ingest
Process knowledge into wiki pages. A single ingest can touch multiple pages.
```
wiki_ingest({ title: "Auth Architecture", content: "...", tags: ["auth", "architecture"], category: "architecture" })
```
### Query
Search across all wiki pages by keywords and tags. Returns matching pages with snippets — YOU (the LLM) synthesize answers with citations from the results.
```
wiki_query({ query: "authentication", tags: ["auth"], category: "architecture" })
```
### Lint
Run health checks on the wiki. Detects orphan pages, stale content, broken cross-references, oversized pages, and structural contradictions.
```
wiki_lint()
```
### Quick Add
Add a single page quickly (simpler than ingest).
```
wiki_add({ title: "Page Title", content: "...", tags: ["tag1"], category: "decision" })
```
### List / Read / Delete
```
wiki_list() # Show all pages (reads index.md)
wiki_read({ page: "auth-architecture" }) # Read specific page
wiki_delete({ page: "outdated-page" }) # Delete a page
```
### Log
View wiki operation history by reading `.omc/wiki/log.md`.
## Categories
Pages are organized by category: `architecture`, `decision`, `pattern`, `debugging`, `environment`, `session-log`
## Storage
- Pages: `.omc/wiki/*.md` (markdown with YAML frontmatter)
- Index: `.omc/wiki/index.md` (auto-maintained catalog)
- Log: `.omc/wiki/log.md` (append-only operation chronicle)
## Cross-References
Use `[[page-name]]` wiki-link syntax to create cross-references between pages.
## Auto-Capture
At session end, significant discoveries are automatically captured as session-log pages. Configure via `wiki.autoCapture` in `.omc-config.json` (default: enabled).
## Hard Constraints
- NO vector embeddings — query uses keyword + tag matching only
- Wiki pages are git-ignored by default (`.omc/wiki/` is project-local)
## Model Routing
- `haiku` — quick lookups, lightweight inspection, narrow docs work
- `sonnet` — standard implementation, debugging, and review
- `opus` — architecture, deep analysis, consensus planning, and high-risk review
- `fable` — Claude Fable 5 (above Opus); pass it explicitly on the Task call or pin it per agent with `agents.<name>.model`
- The session model chosen with `/model` applies to the main loop only. Delegated agents run on their pinned tier unless the Task call passes `model` explicitly or the agent is overridden via `agents.<name>.model`. To run delegated work on Fable, use one of those two surfaces; selecting Fable in `/model` alone does not change delegation.
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