What problem does it solve?
Helps maintainers discover which installed Claude skills duplicate model knowledge or add real operational value so repositories stay lean, safe, and focused.
Core Features & Use Cases
- Comprehensive discovery: Scans project, global, and plugin skill locations for SKILL.md files and records each skill's source.
- Dual-axis classification: Evaluates skills on Knowledge (novelty) and Process Discipline (workflow enforcement) and classifies them into redundant, partially redundant, or valuable groups.
- Actionable reporting: Produces a structured report listing redundant skills, partially redundant sections, valuable skills by type, totals, and recommended actions for removal or retention.
- Use Case: Use when you want to trim cluttered skill sets, enforce team workflows, or ensure plugins don't leak redundant behaviors to the model.
Quick Start
Ask the assistant to "Audit installed skills and generate a redundancy and value report for all SKILL.md files across project, global, and plugin locations".