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pantheon-ai/skill-quality-auditor

Audit and improve skill collections with a 9-dimension scoring framework (Knowledge Delta, Mindset, Anti-Patterns, Specification Compliance, Progressive Disclosure, Freedom Calibration, Pattern Recognition, Practical Usability, Eval Validation), duplication detection, remediation planning, baseline comparison, and CI quality gates; use when evaluating skill quality, generating remediation plans, detecting duplicates, validating artifact conventions, or enforcing publication thresholds.

93

1.26x
Quality

89%

Does it follow best practices?

Impact

99%

1.26x

Average score across 5 eval scenarios

SecuritybySnyk

Passed

No known issues

Overview
Quality
Evals
Security
Files

review-report.requirements.jsonassets/requirements/

{
  "required_title_prefix": "Skill Evaluation Report:",
  "required_frontmatter_keys": ["review_date", "reviewer", "skill_location"],
  "recommended_frontmatter_keys": [],
  "required_metadata_labels": [],
  "recommended_metadata_labels": [],
  "required_h2_groups": [
    ["Executive Summary", "Summary"],
    ["Dimension Scores"],
    ["Critical Issues", "Findings"],
    [
      "Top 3 Recommended Improvements",
      "Top 3 Improvements",
      "Improvements Applied"
    ],
    ["Detailed Dimension Analysis", "Detailed Analysis", "Dimension Analysis"],
    ["Proposed Restructured SKILL.md", "Proposed SKILL.md Changes"]
  ],
  "required_h2_order": [
    ["Executive Summary", "Summary"],
    ["Dimension Scores"],
    ["Critical Issues", "Findings"],
    [
      "Top 3 Recommended Improvements",
      "Top 3 Improvements",
      "Improvements Applied"
    ],
    ["Detailed Dimension Analysis", "Detailed Analysis", "Dimension Analysis"],
    ["Proposed Restructured SKILL.md", "Proposed SKILL.md Changes"]
  ],
  "recommended_h2_groups": [
    ["Conclusion"],
    ["Files Inventory", "Files Audit"],
    ["Verification"],
    ["Audit Execution"],
    ["Score Evolution"],
    ["Grade Scale Reference"]
  ],
  "required_dimension_labels": [
    "D1: Knowledge Delta",
    "D2: Mindset + Procedures",
    "D3: Anti-Pattern Quality",
    "D4: Specification Compliance",
    "D5: Progressive Disclosure",
    "D6: Freedom Calibration",
    "D7: Pattern Recognition",
    "D8: Practical Usability",
    "D9: Eval Validation"
  ],
  "required_commands": [],
  "recommended_commands": [
    "skill-auditor evaluate",
    "skill-auditor batch",
    "./scripts/detect-duplication.sh"
  ]
}

assets

requirements

review-report.requirements.json

SKILL.md

tile.json