codebase-overview

To analyze a codebase structure for onboarding, this Skill scans a small subset of high-entropy files to map major components, identify project type, and detect the core tech stack. It generates a quick overview with suggested onboarding steps.

Identifying architecture patterns in a new project is done by scanning high-entropy files to infer structural patterns like layered or modular designs. The Skill provides an architecture hypothesis complete with confidence levels for each inferred pattern.

You can detect tech stacks across diverse project types because the Skill identifies primary languages, frameworks, and tooling by scanning a targeted subset of repository files. This fingerprints the project scale and informs the onboarding process.

Generating a codebase overview does not require scanning every file, as the Skill analyzes a small, high-entropy subset of files to rapidly identify project type and architecture. This targeted scanning approach ensures a quick overview without full repository processing.

Automated codebase fingerprinting is used when joining a new repo to rapidly understand project scale and major components. It applies to new projects and onboarding sessions by instantly mapping the structure and core technology.