Automated summary
This skill automates the generation of various documentation types (API, code, README, architecture) by orchestrating parallel agent tasks for efficient and comprehensive documentation.
Strengths
- Parallel documentation generation
- Covers multiple documentation styles (API, code, README, architecture)
- Ensures consistency across documents
- Reduces manual effort significantly
Limitations
- Requires a clear project structure
- May need manual review for accuracy
- Complex to set up for small projects
Use this skill when you need to generate or update comprehensive documentation for a large project with multiple components.
Do not use it for very small projects or when documentation requirements are minimal and direct writing is faster.
Security analysis
SafeThe skill describes documentation orchestration patterns and includes example shell commands and Python code for parallel task management. No destructive, obfuscated, or exfiltrating actions are present. The commands use a specific CLI tool (cc-mirror) for task management, which does not pose an inherent security risk.
No concerns found
How this analysis is madeExamples
Document all REST API endpointsAdd documentation to the utils moduleCreate a README for this projectDocumentation Orchestration Patterns
┌─────────────────────────────────────────────────────────────┐
│ │
│ Good documentation is parallel-friendly. │
│ Multiple sections, generated simultaneously. │
│ │
└─────────────────────────────────────────────────────────────┘
Load when: API documentation, code documentation, README generation, architecture docs, user guides Common patterns: Endpoint Discovery, Batch JSDoc Generation, Comprehensive README
Table of Contents
API Documentation
Pattern: Endpoint Discovery and Documentation
User Request: "Document all REST API endpoints"
Phase 1: EXPLORE
└─ Explore agent: Find all route definitions
Phase 2: FAN-OUT (Parallel documentation by domain)
├─ Agent A: Document auth endpoints
├─ Agent B: Document user endpoints
├─ Agent C: Document product endpoints
└─ Agent D: Document order endpoints
Phase 3: REDUCE
└─ General-purpose agent: Compile into unified OpenAPI/Swagger spec
Pattern: Interactive Documentation
Phase 1: PIPELINE (Foundation)
├─ Explore agent: Extract all endpoints with types
└─ General-purpose agent: Generate OpenAPI spec
Phase 2: FAN-OUT (Enhancement)
├─ Agent A: Add example requests
├─ Agent B: Add example responses
└─ Agent C: Add authentication examples
Phase 3: PIPELINE
└─ General-purpose agent: Setup Swagger UI / Redoc
Code Documentation
Pattern: Batch JSDoc/Docstring Generation
User Request: "Add documentation to the utils module"
Phase 1: EXPLORE
└─ Explore agent: Find all undocumented functions
Phase 2: MAP (Parallel documentation)
├─ Agent A: Document file1.ts functions
├─ Agent B: Document file2.ts functions
└─ Agent C: Document file3.ts functions
Phase 3: PIPELINE
└─ General-purpose agent: Verify consistency, generate type docs
Pattern: Module Overview Generation
Phase 1: EXPLORE
└─ Explore agent: Map module structure, exports, dependencies
Phase 2: PIPELINE
├─ General-purpose agent: Write module overview
├─ General-purpose agent: Document public API
└─ General-purpose agent: Add usage examples
README Generation
Pattern: Comprehensive README
User Request: "Create a README for this project"
Phase 1: FAN-OUT (Parallel information gathering)
├─ Explore agent: Project structure and technologies
├─ Explore agent: Build and run scripts (package.json, Makefile)
├─ Explore agent: Environment variables and config
├─ Explore agent: Test setup and commands
└─ Explore agent: Existing docs and comments
Phase 2: REDUCE
└─ General-purpose agent: Synthesize into structured README
Sections:
- Overview and purpose
- Quick start
- Installation
- Configuration
- Usage examples
- Development setup
- Testing
- Contributing
Architecture Documentation
Pattern: C4 Model Documentation
User Request: "Document the system architecture"
Phase 1: FAN-OUT (Parallel level documentation)
├─ Agent A: Context diagram (system + external actors)
├─ Agent B: Container diagram (applications, data stores)
├─ Agent C: Component diagram (internal components)
└─ Agent D: Code diagram (critical classes/modules)
Phase 2: REDUCE
└─ General-purpose agent: Compile into architecture doc with diagrams
Pattern: Decision Record Generation
Phase 1: EXPLORE
└─ Explore agent: Find architectural patterns in code
Phase 2: FAN-OUT
├─ Agent A: Document decision 1 (why this database?)
├─ Agent B: Document decision 2 (why this framework?)
└─ Agent C: Document decision 3 (why this structure?)
Each ADR includes:
- Context
- Decision
- Consequences
- Alternatives considered
User Guides
Pattern: Feature-Based Guides
User Request: "Write user documentation for the dashboard"
Phase 1: EXPLORE
└─ Explore agent: Map dashboard features and capabilities
Phase 2: FAN-OUT (Parallel feature guides)
├─ Agent A: Guide for feature 1 (with screenshots)
├─ Agent B: Guide for feature 2
├─ Agent C: Guide for feature 3
└─ Agent D: Troubleshooting guide
Phase 3: REDUCE
└─ General-purpose agent: Compile into user manual with TOC
Task Management for Documentation
Structure documentation work with parallel generation:
# Create documentation tasks
npx cc-mirror tasks create --subject "Audit existing docs" --description "Review current documentation state..."
npx cc-mirror tasks create --subject "Document API endpoints" --description "REST API documentation..."
npx cc-mirror tasks create --subject "Document components" --description "React component docs..."
npx cc-mirror tasks create --subject "Document utilities" --description "Helper function docs..."
npx cc-mirror tasks create --subject "Review consistency" --description "Ensure consistent style..."
npx cc-mirror tasks create --subject "Verify examples" --description "Test all code examples..."
# Parallel doc generation after audit
npx cc-mirror tasks update 2 --add-blocked-by 1
npx cc-mirror tasks update 3 --add-blocked-by 1
npx cc-mirror tasks update 4 --add-blocked-by 1
npx cc-mirror tasks update 5 --add-blocked-by 2,3,4
npx cc-mirror tasks update 6 --add-blocked-by 5
# Spawn parallel documentation agents (sonnet for well-structured work)
Task(subagent_type="general-purpose", prompt="Task 2: Document API endpoints...",
model="sonnet", run_in_background=True)
Task(subagent_type="general-purpose", prompt="Task 3: Document components...",
model="sonnet", run_in_background=True)
Task(subagent_type="general-purpose", prompt="Task 4: Document utilities...",
model="sonnet", run_in_background=True)
Output Formats
| Doc Type | Format | Tool | | ------------ | ------------------- | ---------------------- | | API docs | OpenAPI/Swagger | YAML/JSON | | Code docs | JSDoc/docstrings | Inline | | READMEs | Markdown | .md files | | Architecture | Markdown + diagrams | Mermaid/PlantUML | | User guides | Markdown/HTML | Static site generators |
─── ◈ Documentation ─────────────────────
From the file to a first result
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Download SKILL.mdFrom the root of a test project, save the file as .skill-downloads/documentation-orchestration-patterns-mm5t8ckb/SKILL.md, or use the command below. This folder is for inspecting the skill before installation.
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Read SKILL.md before using it. If it references scripts or external services, inspect them and prepare the required access in your test environment.
No recognized prerequisites section in this file. This does not mean it is self-contained: libraries, tools and access requirements may be mentioned elsewhere in the content or source repository.
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3. Load the skill
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Manual method or another tool: attach SKILL.md to a conversation, or open it in an agent that can read files. Include any required supporting resources. No universal folder is recognized by every tool.
4. Try a first task
Use a short, synthetic input: an API endpoint, a small document or an interface brief. In a new conversation, attach the file or give the agent its path, then adapt this request:
Read .skill-downloads/documentation-orchestration-patterns-mm5t8ckb/SKILL.md and apply its instructions to this example: [describe a test input]. Identify any missing files, dependencies or access. Produce the result requested by the skill without inventing data or running unreviewed scripts.Expected result: output matching the skill instructions, or a precise list of missing prerequisites. A read confirmation alone does not validate a first use. If an external resource is unavailable, that path remains untested.
Supabase Docs Authoring
Documentation
Write, edit, and review Supabase documentation content including guides, tutorials, reference docs, and partials. Follow style guides and MDX/TOML validation rules.
Create Architecture Decision Record
Documentation
Create a new Architecture Decision Record with sequential numbering, register it in the AgentDB graph, and link related ADRs.
Plan update with deep research
Documentation
Updates a plan document by launching parallel subagents to analyze a topic across all compiler passes, then consolidates findings into the plan doc.