A Python agent built on the Swarms framework that reads a project's source files and writes documentation from them: a README, an API reference, a quickstart or an architecture overview. It skips folders like node_modules, .git and virtual environments, reads source files in Python, JavaScript, TypeScript, Go, Rust, Java, Ruby, PHP and C#, and bases every statement on the code it was given. Where the code does not settle something (a default value, an error case), it lists it under "Needs confirmation" instead of inventing it. If the project is bigger than the size limit, it tells the model which files were left out, so the docs do not pretend to cover them. You add your own API key (OpenAI, Anthropic or Swarms). Includes agent.py and the editable system prompt.