wiki-self-heal
wiki-self-heal
Audit → research → fill → commit. An autonomous pass over a Karpathy-style LLM wiki that finds what's weak or missing, researches high-quality answers, writes them into the wiki, and commits to a dedicated branch for human review.
Inspired by Karpathy's autoresearch loop: isolated branch per run, explicit CAN/CANNOT rules, numbered steps, structured logging, simplicity criterion, and a NEVER STOP autonomy directive once the loop begins.
When to use
User says: "lint my wiki", "self-heal", "find gaps", "auto-research my wiki", "update my second brain", "health check my wiki", "audit my wiki" or "dry run" (audit-only mode), or has scheduled this skill via cron / GitHub Actions / Claude Code triggers.
Two modes
- Full mode (default) — audit → research → apply → commit. Changes the wiki on a heal branch.
- Audit-only mode — audit → report. No research, no changes to wiki pages. The audit report itself is still committed to the branch.
Infer the mode from phrasing. If the user says "dry run", "just audit", "audit only", "don't make changes", or "show me the gaps first" → audit-only. If the user just says "lint" or "self-heal" → full mode. If unsure, ask once.