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Get Started Free →Generates comprehensive documentation explaining how a codebase works, including architecture, key components, data flow, and development guidelines. Use when user wants to understand unfamiliar code, create onboarding docs, document architecture, or explain how the system works.
.claude/skills/mhattingpete-codebase-documenter/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-04 | ✗→✓ | ▲ Improved | 7% | 0% |
| case-13 | ✗→✓ | ▲ Improved | 43% | 0% |
| case-17 | ✓→✗ | ▼ Worse | 12% | 0% |
| case-05 | ✓→✓ | = Same ✓ | -19% | 0% |
| case-06 | ✓→✓ | = Same ✓ | 48% | 0% |
Generates comprehensive documentation for codebases - architecture, components, data flow, development guidelines.
Creates markdown documentation:
docs/
├── README.md # Overview and quick start
├── ARCHITECTURE.md # System architecture
├── DEVELOPMENT.md # Development guide
├── API.md # API documentation
├── DEPLOYMENT.md # Deployment guide
└── CONTRIBUTING.md # Contribution guidelinesOr single comprehensive doc if preferred.
Other measured skills in the registry, with their headline benchmark lift.