Meta Observer
Skill Verified ActiveTrack skill performance and emerging patterns
To provide users with insights into how their AI skills are performing, enabling them to optimize usage and identify areas for refinement.
Features
- Track skill usage and performance
- Log observations to a local file
- Detect emerging patterns in skill usage
- Surface insights on skill effectiveness
- Provide suggestions for improvement
Use Cases
- Reviewing weekly skill usage
- Identifying skills that are frequently corrected
- Finding unused skills for potential removal
- Detecting trigger mismatches and suggesting improvements
Non-Goals
- Blocking workflow for observation
- Deleting observation log entries
- Including internal observations in external documentation
- Operating on personal data
Installation
npx skills add mshadmanrahman/pm-pilotRuns the Vercel skills CLI (skills.sh) via npx — needs Node.js locally and at least one installed skills-compatible agent (Claude Code, Cursor, Codex, …). Assumes the repo follows the agentskills.io format.
Quality Score
VerifiedTrust Signals
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