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Wiki Architect

ASecurity

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.

36 stars
0 votes
0 copies
0 views
Added 9/22/2026
developmentjavascripttypescriptpythonrustgojavac++c#nodeazure

Security Analysis

A100/100

Scanned 9/22/2026

Install to Claude Code

$npx -y skills add NVlabs/Skill2Env --skill wiki-architect --agent claude-code

Installs into .claude/skills of the current project.

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Files
SKILL.md
---
name: wiki-architect
description: 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.
license: MIT
metadata:
  author: Microsoft
  version: "1.0.0"
---

# 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

## Source Repository Resolution (MUST DO FIRST)

Before any analysis, you MUST determine the source repository context:

1. **Check for git remote**: Run `git remote get-url origin` to detect if a remote exists
2. **Ask the user**: _"Is this a local-only repository, or do you have a source repository URL (e.g., GitHub, Azure DevOps)?"_
   - Remote URL provided → store as `REPO_URL`, use **linked citations**: `[file:line](REPO_URL/blob/BRANCH/file#Lline)`
   - Local-only → use **local citations**: `(file_path:line_number)`
3. **Determine default branch**: Run `git rev-parse --abbrev-ref HEAD`
4. **Do NOT proceed** until source repo context is resolved

## Procedure

1. **Resolve source repo** (see above — MUST be first)
2. **Scan** the repository file tree and README
3. **Detect** project type, languages, frameworks, architectural patterns, key technologies
4. **Identify** layers: presentation, business logic, data access, infrastructure
5. **Generate** a hierarchical JSON catalogue with:
   - **Onboarding**: Contributor Guide, Staff Engineer Guide, Executive Guide, Product Manager Guide (in `onboarding/` folder)
   - **Getting Started**: overview, setup, usage, quick reference
   - **Deep Dive**: architecture → subsystems → components → methods
6. **Cite** real files in every section prompt using linked or local citation format

## Onboarding Guide Architecture

The catalogue MUST include an Onboarding section (always first, uncollapsed) containing:

1. **Contributor Guide** — For new contributors (assumes Python/JS). 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

2. **Staff Engineer Guide** — For staff/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, decision log, dependency rationale, "where to go deep" reading order

3. **Executive Guide** — For VP/director-level leaders. NO code snippets. Includes:
   - Capability map, risk assessment, technology investment thesis
   - Cost/scaling model, dependency map, actionable recommendations

4. **Product Manager Guide** — For PMs. ZERO engineering jargon. Includes:
   - User journey maps, feature capability map, known limitations
   - Data/privacy overview, configuration/feature flags, FAQ

## 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.

Attribution

NVlabsNVlabs
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