Git Pitcher

Git Pitcher is a specialized tool for developers and teams working with AI coding assistants. You paste in the URL of any GitHub repository, and it generates a detailed, evidence-based analysis of that codebase. This isn't just a summary; it produces a structured plan that outlines what the project does, identifies missing components like tests or documentation, and creates a step-by-step build sequence that an AI agent like Claude Code or GitHub Copilot can actually execute. It's designed to give your AI coder the necessary context to work effectively.

The tool works by first performing a 'Repo Read,' where it pulls and analyzes key signals from the repository. This includes the README, package manifests, file tree structure, selected source files, commit history, issues, and even metadata like star count and license. It processes this raw data into a structured fact sheet, classifying the tech stack, identifying commercial requirements like authentication, and flagging evidence gaps. This deterministic signal layer provides the AI with organized context rather than a messy code dump.

This is most useful for developers who regularly use AI coding agents and need to quickly onboard them to new or existing projects. It's perfect for auditing a repository you've just inherited to understand its architecture and missing pieces, creating a concrete plan for a new feature build, or generating precise prompts to hand off to an AI assistant. It turns the often chaotic process of understanding a codebase into a structured, actionable workflow.