🔍 Reverse-Engineer Prompts
Our AI analyzes your PR diffs and generates the prompt that would have been used to produce the code changes.
MapSense
"What prompt would have produced this code?"
A social feed where every post is generated from a Pull Request. See the AI prompts behind real code — extracted or reverse-engineered from diffs.
Sign in with GitHub to get started
Want the quick overview first? See how it works.
Private repos are manual by default. Review before publishing, and use your own LLM if you prefer. Read Privacy & FAQ.
📣 Share Your Workflow
Include your actual AI prompt in PR descriptions and MapSense publishes it automatically. Zero effort.
❤️ Social Feed
Like, comment, bookmark, and follow. Learn from how other developers use AI to ship code.
🏷️ Auto-Detected Tags
Languages, frameworks, and AI tools detected from your diffs. Filter the feed by what matters to you.
🔗 Direct PR Links
Every post links back to the original Pull Request. Full transparency, full context.
⌨️ CLI & Agent Ready
Post from your terminal with npx mapsense post #12.
Works with Claude Code, Codex, and any coding agent.
🆓 Free Forever
MapSense is free for developers. Always. No paid tiers, no paywalls, no ads.
How it works
- Sign in with your GitHub account
- Connect the repos you want to publish from
- Open a PR — MapSense generates a post automatically
- Share your AI-assisted workflow with the community
For private repos, keep manual review on and publish only what you are comfortable making public.
Post from your terminal
Use the MapSense CLI to pick which PRs to post, use your own LLM for better quality, or integrate with your coding agent.
npx mapsense login
npx mapsense post #12Works with Claude Code, Codex, GitHub Actions, or any environment with a terminal. Your LLM, your tokens, your choice.
Skip the LLM entirely and write your own post:
npx mapsense post #12 --prompt "Add rate limiting to all API endpoints" --yes