Audit Report Analysis

Guide to interpreting skill quality audit reports and taking action based on findings.

Report Types

Quality Report (skill-audit-*.md)

Contains:

• Overall skill collection statistics
• Individual skill scores and grades
• Grade distribution
• Recommendations by priority

Duplication Report (duplication-report-*.md)

Contains:

• Skill pairs with similarity percentages
• High-priority consolidation candidates
• Common content patterns
• Remediation recommendations

Aggregation Plan (aggregation-plan-*.md)

Contains:

• Source skills for consolidation
• Proposed category structure
• Estimated effort and ROI
• Implementation steps

Analyzing Quality Reports

Grade Distribution

| Grade | Count | Percentage |
|-------|-------|------------|
| A     | 35    | 70%        |
| B     | 12    | 24%        |
| C     | 3     | 6%         |

Interpretation:

• Target: 90%+ A-grade
• Warning: Any C-grade skills
• Critical: D or F grades

Score Analysis

| Skill | Score | Grade | Lines |
|-------|-------|-------|-------|
| bdd-testing | 98/120 | A | 64 |
| typescript-advanced | 85/120 | B | 450 |
| old-patterns | 72/120 | C | 800 |

Actions by Score:

Common Score Patterns

High Lines, Low Score (450, 72):

• Problem: Overly verbose, not focused
• Solution: Progressive disclosure, extract to references

Low Lines, Low Score (80, 75):

• Problem: Missing content, incomplete
• Solution: Add missing dimensions (anti-patterns, examples)

High Lines, High Score (450, 105):

• Problem: Good content but needs reorganization
• Solution: Split into navigation hub + references

Analyzing Duplication Reports

Similarity Matrix

| Skill Pair | Similarity | Common Lines | Action |
|------------|------------|--------------|--------|
| bdd-gherkin ↔ cucumber | 42% | 287 | Aggregate |
| typescript-* family | 28% avg | 156 | Consider |

Action by Similarity:

Family Analysis

## BDD Family (6 skills, 2,032 lines, 35% avg duplication)
- bdd-collaboration
- bdd-gherkin
- bdd-patterns
- bdd-principles
- bdd-scenarios
- cucumber-best-practices

Actions:

• Calculate consolidation ROI
• Plan aggregation implementation
• Schedule remediation

Key Metrics to Track

Quality Metrics

Duplication Metrics

Maintenance Metrics

Action Planning

Immediate Actions (Critical Issues)

1. Address C-grade skills

   • Read skill content
   • Identify missing dimensions
   • Add anti-patterns, examples
   • Re-evaluate

2. Fix critical duplication

   • Consolidate >35% pairs
   • Follow aggregation implementation
   • Verify no breakage

3. Fix broken references

   • Identify orphan @see links
   • Update or remove references
   • Verify skill still works

Short-term Actions (1-2 weeks)

1. Improve B-grade skills

   • Add missing content
   • Improve descriptions
   • Add examples

2. Plan aggregations

   • Identify families
   • Design category structure
   • Estimate effort

3. Update documentation

   • Refresh AGENTS.md files
   • Update metrics
   • Document changes

Long-term Actions (Monthly)

1. Review skill collection

   • Identify unused skills
   • Consider deprecation
   • Archive outdated content

2. Update baselines

   • Re-run full audit
   • Compare with previous
   • Track trends

3. Team review

   • Present findings
   • Get feedback
   • Prioritize improvements

Report Comparison

Tracking Changes Over Time

# Compare with previous audit
diff .context/analysis/skill-audit-2026-01-15.md \
     .context/analysis/skill-audit-2026-02-20.md

Look for:

• Grade changes (improvements/regressions)
• New skills added
• Skills removed/deprecated
• Score trends

Trend Indicators

Reporting to Stakeholders

Executive Summary

# Skill Quality Summary

## Overall Health: Good (87/100)

- **Skills**: 50 active, 10 deprecated
- **Quality**: 72% A-grade (target: 90%)
- **Duplication**: 12% (target: <5%)
- **Trend**: Improving (+5% from last quarter)

## Key Actions
1. Consolidate BDD family (6 → 1 skill)
2. Improve 8 B-grade skills to A
3. Reduce duplication from 12% to <5%

Technical Details

Provide full reports for technical teams with:

• Complete score breakdowns
• All dimension scores
• Specific improvement recommendations
• Code examples for fixes

See Also

• reporting-dashboards.md - Visualization
• advanced-trends-analysis.md - Historical tracking
• scripts-audit-workflow.md - Running audits