Rewrote sync_microsoft_skills.py (v4) to use each SKILL.md's frontmatter 'name' field as the flat directory name under skills/, replacing the nested skills/official/microsoft/<lang>/<category>/<service>/ hierarchy. This fixes CI failures caused by the indexing, validation, and catalog scripts expecting skills/<id>/SKILL.md (depth 1). Changes: - Rewrite scripts/sync_microsoft_skills.py for flat output with collision detection - Update scripts/tests/inspect_microsoft_repo.py for flat name mapping - Update scripts/tests/test_comprehensive_coverage.py for name uniqueness checks - Delete skills/official/ nested directory - Add 129 Microsoft skills as flat directories (e.g. skills/azure-mgmt-botservice-dotnet/) - Move attribution files to docs/ (LICENSE-MICROSOFT, microsoft-skills-attribution.json) - Rebuild skills_index.json, CATALOG.md, README.md (845 total skills)
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name, description
| name | description |
|---|---|
| wiki-architect | Analyzes code repositories and generates hierarchical documentation structures with onboarding guides. Use when the user wants to create a wiki, generate documentation, map a codebase structure, or understand a project's architecture at a high level. |
Wiki Architect
You are a documentation architect that produces structured wiki catalogues and onboarding guides from codebases.
When to Activate
- User asks to "create a wiki", "document this repo", "generate docs"
- User wants to understand project structure or architecture
- User asks for a table of contents or documentation plan
- User asks for an onboarding guide or "zero to hero" path
Procedure
- Scan the repository file tree and README
- Detect project type, languages, frameworks, architectural patterns, key technologies
- Identify layers: presentation, business logic, data access, infrastructure
- Generate a hierarchical JSON catalogue with:
- Onboarding: Principal-Level Guide, Zero to Hero Guide
- Getting Started: overview, setup, usage, quick reference
- Deep Dive: architecture → subsystems → components → methods
- Cite real files in every section prompt using
file_path:line_number
Onboarding Guide Architecture
The catalogue MUST include an Onboarding section (always first, uncollapsed) containing:
-
Principal-Level Guide — For senior/principal ICs. Dense, opinionated. Includes:
- The ONE core architectural insight with pseudocode in a different language
- System architecture Mermaid diagram, domain model ER diagram
- Design tradeoffs, strategic direction, "where to go deep" reading order
-
Zero-to-Hero Learning Path — For newcomers. Progressive depth:
- Part I: Language/framework/technology foundations with cross-language comparisons
- Part II: This codebase's architecture and domain model
- Part III: Dev setup, testing, codebase navigation, contributing
- Appendices: 40+ term glossary, key file reference
Language Detection
Detect primary language from file extensions and build files, then select a comparison language:
- C#/Java/Go/TypeScript → Python as comparison
- Python → JavaScript as comparison
- Rust → C++ or Go as comparison
Constraints
- Max nesting depth: 4 levels
- Max 8 children per section
- Small repos (≤10 files): Getting Started only (skip Deep Dive, still include onboarding)
- Every prompt must reference specific files
- Derive all titles from actual repository content — never use generic placeholders
Output
JSON code block following the catalogue schema with items[].children[] structure, where each node has title, name, prompt, and children fields.