Librarian — Skill Discovery & Routing
Routes user intent to the right skill via a six-tier waterfall: EXACT (1.00) → PREFIX (0.85) → SUBSTRING (0.65) → TAG (0.50) → SEMANTIC (Levenshtein, 0.35) → NONE. Never auto-loads when confidence < 0.7 — asks instead. Multi-skill tasks load in dependency order. Tags drawn from the closed taxonomy in docs/tags.md. The librarian has no side effects; it only reads and routes.
Read the full skill on GitHub. The site shows the first section; the canonical full content with all principles, examples, and rules lives in the repo.
View full SKILL.md on GitHub ›What the full skill covers
- Context
- Micro-Skills
- Inputs
- Outputs
- Guardrails
- Ask-When-Ambiguous
- Decision Criteria
- Success Criteria