What problem does it solve?
This Skill audits AI instruction files such as CLAUDE.md, AGENTS.md, Copilot instructions, and similar rule documents so you can quickly see whether they are too long, vague, redundant, snippet-heavy, or poorly ordered for reliable agent behavior.
Core Features & Use Cases
- Five-part rule health review: Scores a rules file on length, embedded snippets, precision of language, redundant knowledge, and section ordering.
- Actionable remediation guidance: Points to exact file locations and recommends concrete rewrites, references, deletions, or structural moves instead of generic feedback.
- Interactive ordering review: Maps the file's heading structure, identifies buried critical rules, and can propose a safe reorder flow that preserves content while improving model attention.
- Use Case: Review a large AGENTS.md before rolling it out to a team, identify duplicated framework advice and vague quality language, then prioritize the few edits most likely to improve agent compliance.
Quick Start
Ask the skill to review your AI rules file by providing the path to a single markdown-based rules document such as CLAUDE.md or AGENTS.md.