Launching today

Git Pitcher

Launching today

Reverse engineer any GitHub repo into an agent-ready plan

23 followers

Reverse engineer any GitHub repo into an agent-ready plan

23 followers

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AI Coding Agents

Git Pitcher reverse engineers public GitHub repos into actionable plans for builders. Paste a repo and generate a Repo Read, Audit, Build Pack, or Prompt Pack. It helps you understand what the repo does, find gaps, scope a rebuild, and create prompts your AI coding agent can execute. Built for developers who want to move from repo → plan → build faster.

Free

Launch tags:Productivity•Developer Tools•GitHub

Launch Team / Built With

Wispr Flow: Dictation That Works Everywhere — Stop typing. Start speaking. 4x faster.

Stop typing. Start speaking. 4x faster.

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Git Pitcher

Maker

📌

Hey Product Hunt — I’m KM, the creator of Git Pitcher. I built Git Pitcher because I kept finding useful GitHub repos and still had to figure out: What does this repo really do? What’s missing? What can be built from it? How would I rebuild something like this? What prompt would I give an AI coding agent? Git Pitcher turns a public GitHub repo into an actionable build plan. You can generate: • Repo Read — understand the opportunity • Audit — find gaps, blockers, and risks • Build Pack — get a build-from-scratch execution blueprint • Prompt Pack — get copy-ready prompts for Codex, Cursor, Claude Code, or GitHub Copilot The goal is simple: Don’t guess. Ship a plan. It’s still in public beta, so I’d love honest feedback. Try it with one repo you actually care about and tell me what felt useful, what felt too long, and what should be better.

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13h ago

I use Claude Code directly on my repos and it picks up context well.

What does Git Pitcher give you that asking Claude Code to read the

repo first doesn't? Is it mainly the deterministic signal extraction or something else?

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4h ago

Tried Git Pitcher on my own repo (TransmitFlow) and this was genuinely insightful.

I’m currently running the signaling layer for free, but Git Pitcher made me realize this could actually be the core leverage point if I ever choose to scale it into a full product.

That shift in perspective — from just building features to thinking in terms of product + infra — was really valuable.

Love the whole “repo → plan → execution” approach here. Feels like something more builders should be using.

Great work @K.M Fazle Rabbi 🙌

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6h ago