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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

dimension-analysis-template.mdreferences/

Dimension Analysis Template

Use this template when writing detailed findings in audit reports.

D[N]: [Dimension Name]

Assessment: [score]/[max] (signal: strong/moderate/weak, priority: high/medium/low)

Inspect:

  • [file/path] for [specific condition]
  • Presence of [required patterns]

Fix steps:

  1. [Actionable step 1]
  2. [Actionable step 2]
  3. [Actionable step 3]

Done criteria:

  • [Measurable criterion 1]
  • [Measurable criterion 2]

Re-check:

skill-auditor evaluate <skill-name> --json

references

advanced-custom-metrics.md

advanced-pattern-recognition.md

advanced-trends-analysis.md

aggregation-implementation.md

aggregation-pattern.md

detailed-anti-patterns.md

dimension-analysis-template.md

duplication-detection-algorithm.md

duplication-remediation.md

eval-format.md

examples-audit-workflows.md

framework-dimensions.md

framework-quality-standards.md

framework-scoring-rubric.md

quality-thresholds-scoring.md

remediation-planning.md

reporting-analysis.md

reporting-dashboards.md

scoring-rubric.md

scripts-audit-workflow.md

scripts-ci-integration.md

skill-taxonomy.md

skill-template.md

tessl-compliance-framework.md

SKILL.md

tile.json