README Generator
FlaggedREADME.md creation agent that analyzes codebases, detects frameworks and dependencies, and generates comprehensive project documentation.
$ Copy the SKILL.md file to your project's .claude/skills/ directory About This Skill
README Generator analyzes your project's codebase and automatically creates a comprehensive README.md that accurately reflects your project's purpose, setup process, and usage patterns. It goes beyond templates by reading actual code to generate accurate installation steps and usage examples.
How It Works
- Project scanning — Reads package.json, requirements.txt, Cargo.toml, or other manifest files to detect language, framework, and dependencies
- Entry point analysis — Identifies main entry points, CLI commands, and exported APIs to determine how the project is used
- Structure mapping — Creates a project directory overview highlighting important files and modules
- Content generation — Writes sections including description, installation, quick start, API reference, configuration, and license
- Badge integration — Adds relevant shields.io badges for build status, version, license, and test coverage
Best For
- Open source projects preparing for first public release
- Hackathon projects that need quick documentation
- Teams standardizing README format across repositories
- Internal tools that have grown beyond informal documentation
Use Cases
- Creating README.md for new open source projects
- Updating outdated project documentation
- Generating CONTRIBUTING.md for community projects
- Bootstrapping documentation for internal tools
Pros & Cons
Pros
- +Reads actual code and dependencies for accurate documentation
- +Generates working installation and usage commands
- +Includes shields.io badges for professional appearance
- +Follows community README best practices
Cons
- -Installation steps should be verified by actually running them
- -Cannot capture project motivation or background story — needs human input
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FAQ
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Next Step
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