Skill Report

Skill Report

Overview

Understanding skill coverage helps prioritize improvements. This skill guides generation of comprehensive reports on Bosun's skills - their health, coverage, and relationships.

Core principle: Measure what matters. Good metrics drive good decisions.

The Reporting Process

Phase 1: Inventory Collection

Gather data on all skills:

1. Skill Enumeration

   • List all skill directories in skills/
   • Parse each SKILL.md frontmatter
   • Count lines in each skill

2. Reference Enumeration

   • List all files in each references/ directory
   • Parse SKILL.md for cited references
   • Identify missing and orphaned references

3. Agent Mapping

   • Parse each agent's skills: field
   • Map skills to agents
   • Identify orphaned skills

Phase 2: Categorization

Organize skills by category:

1. Domain-Specific

   • security, architect, testing
   • performance, devops, docs-writer
   • project-auditor, threat-model, ux-ui

2. Language-Specific

   • golang, typescript, python
   • javascript, rust, java, csharp

3. Cloud/Platform

   • aws, gcp, azure

4. Specialty

   • seo-llm

Phase 3: Metrics Calculation

Calculate health metrics:

1. Coverage Metrics

   • Total skills
   • Skills per category
   • Agent coverage (% of skills assigned)

2. Quality Metrics

   • Average SKILL.md line count
   • Skills approaching limit (>400 lines)
   • Reference completeness (cited vs existing)

3. Gap Analysis

   • Missing references
   • Orphaned skills
   • Thin skills (few references)

Report Sections

Summary Table

| Metric | Value |
|--------|-------|
| Total Skills | 20 |
| Total References | 53 |
| Agent Coverage | 85% (17/20 assigned) |
| Reference Completeness | 78% (41/53 exist) |
| Avg Skill Lines | 245 |

Skills by Category

### Domain-Specific (9 skills)
| Skill | Lines | Refs | Agents |
|-------|-------|------|--------|
| security | 178 | 4 | security-agent |
| architect | 199 | 5 | quality-agent, architecture-agent |
| ... | ... | ... | ... |

### Language-Specific (7 skills)
| Skill | Lines | Refs | Agents |
|-------|-------|------|--------|
| golang | 271 | 4 | quality-agent, testing-agent |
| ... | ... | ... | ... |

Issues Found

### Missing References
- security: security-headers.md
- architect: api-design.md, architecture-patterns.md
- golang: effective-go.md

### Orphaned Skills (not assigned to agents)
- rust
- java
- csharp

### Skills Approaching Line Limit
- seo-llm: 329 lines (limit: 500)

Recommendations

1. **Create missing references** - 12 files cited but don't exist
2. **Assign orphaned skills** - Add to quality-agent or testing-agent
3. **Expand thin skills** - azure has only 1 reference

Red Flags - STOP and Investigate

Coverage Red Flags

- More than 20% of skills orphaned
- Any category with zero skills
- Skills with zero references

Quality Red Flags

- Skills over 400 lines (approaching 500 limit)
- More missing references than existing
- Large gap between skill count and reference count

Trend Red Flags

- Reference count decreasing over time
- Orphaned skills increasing
- New skills without references

Common Rationalizations - Don't Accept These

Report Checklist

Before finalizing a report:

• All skills enumerated
• All references counted
• Agent mappings verified
• Categories correctly assigned
• Missing references identified
• Orphaned skills listed
• Recommendations prioritized

Quick Report Commands

# Count skills
ls -d skills/*/ | wc -l

# Count total references
find skills/*/references -name "*.md" | wc -l

# Lines per skill
wc -l skills/*/SKILL.md | sort -n

# References per skill
for s in skills/*/; do echo "$(basename $s): $(ls $s/references/*.md 2>/dev/null | wc -l)"; done

# Skills per agent
grep -h "^skills:" agents/*.md | tr '[],' '\n' | grep bosun | sort | uniq -c | sort -rn

Output Formats

Markdown (default)

Full formatted report as shown in Report Sections above.

JSON

{
  "generated": "2026-01-23",
  "summary": {
    "total_skills": 20,
    "total_references": 53,
    "agent_coverage_pct": 85
  },
  "skills": [
    {
      "name": "security",
      "category": "domain",
      "lines": 178,
      "references": 4,
      "agents": ["security-agent"]
    }
  ],
  "issues": {
    "missing_references": [...],
    "orphaned_skills": [...]
  }
}

References

• CLAUDE.md for skill conventions
• skill-validator for validation rules

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