skill-reviewer

Quality evaluation identifies metadata inconsistencies, documentation clarity issues, structural problems, and edge-case gaps. Use skill-reviewer to validate naming conventions, assess documentation accessibility, check structural organization, analyze risk coverage, and generate improvement roadmaps with actionable scores before release.

A skill audit validates metadata accuracy and naming consistency, verifies documentation is clear and complete, examines structural organization, tests edge-case coverage, ensures guideline compliance, validates cross-references, and assesses risk exposure. This uncovers gaps that affect usability and reliability.

Yes. skill-reviewer conducts post-publication audits on existing skills to identify quality gaps, documentation inconsistencies, and improvement opportunities. Run evaluations against live skills to surface capability gaps, structural issues, and areas needing enhancement without disrupting service.

Edge-case testing systematically identifies boundary conditions, error states, and unusual inputs that expose quality problems. skill-reviewer analyzes potential failure modes, validates guideline compliance under edge conditions, and flags gaps in error handling and capability boundaries.

An improvement roadmap prioritizes quality gaps discovered during evaluation, provides specific remediation actions, ranks issues by risk and impact, includes scoring results, and sequences changes for maximum quality gain. This guides iterative skill enhancement.

Yes. Documentation validation checks clarity, accessibility, completeness of descriptions, and structural organization. skill-reviewer ensures documentation meets quality standards, is understandable to users, maintains consistency across metadata fields, and supports effective skill discovery.