llm-wiki

Ingest a source into the LLM wiki, or re-audit a past ingest. Use when the user asks to ingest a source ("ingest the source at raw/foo.pdf", "/wiki-ingest raw/foo.md", "add this paper to the wiki") or to audit a past ingest ("/wiki-ingest --audit-only <source>", "audit the Williamson ingest", "what did we miss in <source>?"). You compose wiki-ops primitives plus precheck, extraction, and audit judgment. The agent decides the order; common compositions are examples. Does not commit to git; the human reviews first.

Health-check the wiki's structure, provenance, and conceptual coverage. Use when the user says "/wiki-lint", "lint the wiki", "health-check the vault", "what's stale or broken?", or "audit the wiki for gaps". Runs `python3 scripts/wiki-lint.py` first, then performs the judgment-dependent lint passes described in CLAUDE.md. Does not commit to git.

Answer a question from the LLM wiki's accumulated knowledge. Use when the user asks a question that plausibly draws on the wiki ("what does the wiki say about X", "/wiki-query X", "compare Y and Z from the wiki", "summarize what we know about ..."), or asks to produce a standalone artifact (comparison, timeline, slide deck) grounded in existing pages. Reads the index and relevant pages, follows wikilinks, cites specific pages, distinguishes sourced facts from inferences, and — when the answer is reusable — files it as a new page with proper frontmatter and a log entry. Does not commit to git.

Make a scoped corrective edit to existing wiki pages when the problem is already known. Use when the user says "/wiki-repair ...", "fix the audit findings on X", "repair these attribution mismatches", "apply this corrective edit", or "clean up this known page issue" and the work is narrower than a re-ingest. Reads the affected pages plus the relevant source-summary/raw source when needed, applies the smallest defensible patch, updates bookkeeping, and does not commit to git.

Propose updates to purpose.md based on what the wiki has actually accumulated. Use when the human says "review purpose", "/wiki-purpose", "has the wiki drifted from purpose?", "update the research direction", or after a batch of ingests that may have shifted the scope. Reads purpose.md, the synthesis, the index, and recent log entries; proposes targeted edits to Goal, Key Questions, Scope, and Thesis where the wiki's accumulated state has diverged from the stated direction. Never modifies purpose.md without explicit approval — purpose.md is human-owned.