CtrlK
BlogDocsLog inGet started
Tessl Logo

pantheon-ai/skill-quality-auditor

Audit and improve skill collections with an 8-dimension scoring framework, duplication detection, remediation planning, and CI quality gates; use when evaluating skill quality, generating remediation plans, validating report format, or enforcing repository-wide skill artifact conventions.

Review — 100%

Does it follow best practices?

Evaluation — 93%

↑ 1.33x

Agent success when using this tile

Validation — 11 / 11 Passed

Validation for skill structure

Overview
Skills
Evals
Files

scoring-rubric.mdreferences/

Scoring Rubric

Dimension Weights

DimensionWeightDescription
D1 Knowledge Delta20Non-obvious guidance depth
D2 Mindset + Procedures15Procedural clarity
D3 Anti-Pattern Quality15Specificity and enforceability
D4 Specification Compliance15Metadata/spec alignment
D5 Progressive Disclosure15Hub-to-reference balance
D6 Freedom Calibration15Constraint/flexibility balance
D7 Pattern Recognition10Trigger/intent discoverability
D8 Practical Usability15Actionable examples/commands
Total120Overall score

Grade Scale

GradeScore RangeAssessment
A+115-120Exceptional
A108-114Strong
B+103-107Solid baseline
B96-102Good with gaps
C+90-95Moderate
C84-89Mixed quality
D78-83Low quality
F0-77Unacceptable

Signal Levels

  • Strong: score >= 80% of max
  • Moderate: score 50-79% of max
  • Weak: score < 50% of max

Priority Guidance

  • High: weak signal, immediate remediation
  • Medium: moderate signal, targeted improvements
  • Low: strong signal, maintain and refine

Install with Tessl CLI

npx tessl i pantheon-ai/skill-quality-auditor

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

framework-quality-standards.md

framework-scoring-rubric.md

framework-skill-judge-canonical.md

framework-skill-judge-dimensions.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

tessl-compliance-framework.md

SKILL.md

tile.json