How does it ensure the documentation matches my project's style?

The skill references your project's internal perspectives and knowledge-capture standards to ensure all generated content aligns with your existing naming conventions and formatting.

Does the document skill overwrite my existing manual documentation?

No, the skill is designed to analyze existing documentation first and focus on updating stale content or filling identified gaps rather than duplicating or overwriting your work.

Do I need to prompt it for every file?

No, you can invoke it on specific files, entire directories, or use arguments like 'api', 'readme', or 'all' to handle broad documentation tasks automatically.

Can it handle large enterprise codebases?

Yes, for large projects it offers an 'Agent Team' mode which creates persistent virtual teammates with shared task lists to manage complex, multi-file documentation audits.

What types of documentation can this skill generate?

It can generate JSDoc, README files, API specifications, technical pattern guides, business rule summaries, and full-project documentation audits.

Smart Documentation Orchestrator

Name: Smart Documentation Orchestrator
Author: rsmdt

byrsmdt

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216

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Learning & Documentation

Automates the creation and maintenance of project documentation by coordinating specialized AI agents to analyze and document codebases.

The document skill serves as a sophisticated orchestrator for project-wide documentation tasks, managing specialized sub-agents to ensure high-quality, consistent output across APIs, READMEs, and source code. Rather than generating text directly, it analyzes your project structure and launches parallel agents that look at the codebase from different perspectives—such as technical patterns, business rules, and interface specifications. It prioritizes updating existing documentation over creating duplicates and adheres strictly to project-specific styles, naming conventions, and standardized templates, making it an essential tool for maintaining technical debt and developer onboarding materials.

Key Features

01Smart gap analysis that identifies stale or missing documentation before acting

02Automated JSDoc and API documentation syncing directly from source code

03216 GitHub stars

04Dedicated 'Agent Team' mode for persistent coordination on large-scale codebase audits

05Template-based capture for technical patterns, business rules, and external integrations

06Parallel agent orchestration for multi-perspective documentation generation

Use Cases

01Conducting a comprehensive documentation audit and refresh for a legacy repository

02Capturing complex technical patterns and business domain logic into standardized templates

03Generating synchronized API documentation and README files during rapid feature development

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add rsmdt/the-startup document

For use in Claude.ai and ChatGPT

Download Skill