Speedrunlab/reverse-engineer-anything-self-learning-loop
AI skill
Can I trust it?
Worth a closer look before you use it.
Warnings Check
Very new: it was created 6 days ago. Wait a little before installing it.
Stars from real accounts No data
We haven't checked its stars for fakes yet.
Active OK
Last change 3 days ago.
Licence OK
MIT: you can use it for free, also in a commercial product. Keep the licence notice.
Quick checks from public data. They help, but they are no guarantee.
What it is
An agent skill that guides a rebuild of a product the user is authorised to copy. It examines the original safely, writes a parity checklist with testable must-haves, builds a clean-room version, and iterates against the original until all must-haves pass.
Who it's for
Developers and AI coding agent users who build product replicas under authorisation and want a measurable completion checklist
How to use it
Install
git clone https://github.com/Speedrunlab/reverse-engineer-anything-self-learning-loop.git ~/.claude/skills/reverse-engineer-anything-self-learning-loopFrom its README. Check it there before running it.
Ask your AI to set it up
Paste this into Claude, ChatGPT or your coding assistant.
Help me install and set up Speedrunlab/reverse-engineer-anything-self-learning-loop in my project. Follow its README: https://github.com/Speedrunlab/reverse-engineer-anything-self-learning-loop. Explain each step and check it is safe before running anything.
Star curve
Get alerts for repos like this
We'll email you when something in AI agents starts rising. Free, once a week, only what matches.
22,080 GitHub repos watched and ranked every hour. Figures as of 29 October 2026.
What arrives: one email on Mondays with the repos that match, never more. See last week's. Privacy
For maintainers
Add this badge to your README. It shows the repo's place on the radar, updates every hour and links back to this page.
[](https://repoalerts.com/repo/Speedrunlab/reverse-engineer-anything-self-learning-loop?ref=badge)Similar repos
- anthropics/single-agent-loop-kit
A reference starter kit for moving a multi-agent system with a router and specialist subagents toward a single agent loop that loads skills and tools on demand. It audits subagents, scores changes on
- Jakeschincariol/replica-skill
A set of eleven Claude skills that guide reverse-engineering an existing app's features and flows, then rebuilding, testing, comparing, rebranding, launching and deploying a clean-room clone. Runs as
- aicodeking/leanrea
A single 8 KB agent skill file that gives AI coding agents routing rules and ready-to-run plain CLI commands for reverse engineering binaries, Electron apps and bundles, instead of an MCP server. It r
- alextnetto/res
An agent skill that reverse engineers a web SaaS product through the browser. It documents screens, business rules, data model, API shapes, design tokens and launch barriers in a knowledge base, and p
- decodingai-magazine/building-a-coding-agent-from-scratch-course
A free, open-source course that teaches harness engineering by building a coding agent similar to Claude Code, from a basic agent loop to remote cloud agents. It covers tools, permissions, sandboxing,
- EricJujianZou/rederive
A Claude Code skill that teaches a codebase through Socratic questioning. It asks the user to re-derive the design decisions of a repository from first principles, maps the repo's problems in the back