Skill Auto Router#

Run a lightweight preflight before non-trivial work so the agent loads the right skills instead of guessing.

Quick Start#

1) Pre-task routing (before work starts)#

bash

python scripts/skill_router.py --task "<user task text>"

This returns ranked skill candidates with match reasons.

2) Daily audit (once per day)#

bash

python scripts/skill_router.py --daily

This reports:

• discovered skill count
• duplicate/overlapping trigger language
• weak or vague descriptions that reduce trigger quality

Recommended Integration#

To make this behavior automatic, wire it into your workspace steering:

1. In AGENTS.md pre-task checklist: run pre-task routing for non-trivial tasks.
2. In HEARTBEAT.md: run --daily once per day and log result.

Use references/setup-checklist.md for copy/paste snippets.

Operating Rules#

• Prefer top 1-3 matching skills only (avoid loading everything).
• If no good match is found, continue without skill load.
• If multiple matches tie, choose the most specific skill description.
• Never claim a skill was loaded unless it actually was.

scripts/#

• scripts/skill_router.py — deterministic local matcher + daily audit

references/#

• references/setup-checklist.md — integration snippets for AGENTS/HEARTBEAT