Turn any GitHub repo into an agent-ready build plan.
Paste a repo. Get an evidence-grounded plan your AI coding agent can execute.
Trusted on Next.js, Supabase, LangChain, and shadcn/ui.
Deterministic signal layer
Why this is not just a repo pasted into chat.
Signal 1
It reads repo signals before the model writes.
Git Pitcher pulls README, manifests, tree paths, selected source files, issues, commits, releases, stars, contributors, license, fork state, and private/public state.
Signal 2
It turns code noise into a fact sheet.
The signal layer classifies the repo, detects stack and commercial plumbing, flags missing auth, billing, tests, docs, and observability, then names evidence gaps before generation starts.
Signal 3
The AI gets structured evidence, not a pasted blob.
Codex, Cursor, Claude Code, and GitHub Copilot can reason over code. Git Pitcher gives them the repo's product shape, risk map, and build sequence first.
Compare honestly
Why not just paste the repo into an AI coding tool?
- Codex, Cursor, Claude Code, and GitHub Copilot are useful once you know what to build. Git Pitcher is for deciding what the repo is, what is missing, and what build sequence makes sense.
- AI coding tools see code context. Git Pitcher adds deterministic repo signals: cadence, release history, dependency buckets, commercial plumbing, evidence gaps, and archetype.
- The output is saved and reusable: Repo Read, Audit, Build Pack, agent prompts, Markdown, share link, issue drafts, and revision history.
01
Read the repo first
README, manifests, tree paths, selected files, commits, releases, issues, and repo metadata become a structured signal sheet.
02
Audit what is missing
The artifact calls out present, partial, and missing product foundations with evidence and practical fixes.
03
Build with an agent
Build Pack turns the repo shape into phases, entities, routes, services, risks, and AI coding tool prompts.
Focused outputs, fewer distractions
From first read. To useful artifact.
01Repo Read
02Readiness audit
03Build Pack
04Agent prompts
05Share / export