Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLIAbout this skill
Oracle-driven clean-room reimplementation — rebuild an existing artifact (binary, CLI, library, service, ROM, file format) as fresh source, verified continuously against the original rather than against your own belief about it. Covers target selection, oracle construction, the observer/implementer split, and the agent loop. Also known as the "reverse Ralph loop"; the loop is the trivial part, the oracle is the whole job.
Quick start
- Copy the install prompt. Use the green button above this README.
- Send it to your agent. Paste it into your coding agent’s chat and send.
- Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.
Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.
0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1
Content SHA-256: ebf6c024cd855af020f63327b0955452b38264c76a63882380d5c21ab12f971e
About this listing
- Category
- Product & design
- Reported license
- ISC
- Listing language (estimated)
- English
- Review status
- Not individually reviewed
- Agent compatibility
- Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.