codebase-onboarding

To generate onboarding documentation for an unfamiliar codebase, this Skill systematically scans project manifests, framework configs, and directory structures to produce a structured Onboarding Guide and a starter CLAUDE.md file.

Identifying entry points and conventions across diverse technology stacks is achieved through automated reconnaissance that fingerprints frameworks and analyzes directory structures to build a high-level architectural overview.

Yes, you can use this to audit a repository and initialize an AI-assisted development environment, as it generates project-specific configuration files like CLAUDE.md to standardize local development practices.

Framework fingerprinting works by scanning project manifests and framework configs to detect the tech stack, map the request lifecycle, and establish the architectural conventions of the target repository.

This codebase onboarding tool applies across diverse technology stacks, performing convention detection and entry point identification without requiring specific dependencies or components.

When analyzing a new codebase, the specific artifacts generated are a structured Onboarding Guide explaining the tech stack and local development commands, alongside a project-specific CLAUDE.md file.