skill-stocktake

You can audit AI skills and commands by running a quality checklist review combined with AI holistic judgment. This evaluates command relevance and quality using Quick Scan for recent changes or Full Stocktake for comprehensive coverage.

A Quick Scan re-evaluates recently changed skills for efficiency, while a Full Stocktake conducts a comprehensive review of all available skills and commands to maintain up-to-date assistance across the entire skillset.

Yes, bash scripting is required to run the skill audit. The administrative workflow relies on bash scripts and AI evaluation tools to process the quality checklist and holistic judgment against your commands.

To start a Quick Scan, run the `/skill-stocktake` command. This initiates the evaluation process, applying a quality checklist to re-evaluate and verify the efficiency of your recently modified skills.

The best way to maintain high-quality AI assistance is conducting regular Full Stocktake audits. This comprehensively reviews all skills and commands against a quality checklist and holistic judgment to ensure ongoing relevance.

You should avoid Full Stocktake mode when you only need to evaluate recently changed skills. In these cases, use the Quick Scan mode instead for a faster, targeted efficiency review without processing the entire skillset.