Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLIAbout this skill
Turn a fuzzy repeatable job into a deterministic, versioned skill so the output is the same quality every single run — not "good when I'm watching, random when I'm not." One skill per repeatable process, versioned in a shared repo, with a judge-skill that scores each run against a rubric and blocks a bad result from going out. Use when the same task comes out great one day and sloppy the next, when you're about to hand a repeatable job to an unattended run and need the output to hold up, when a teammate can't reproduce your result, or when you keep re-typing the same long prompt and getting a different answer each time.
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: d2c9f1326f05bf16508909c8b14d5adb9f852772567bd04d21719b110a6b9743
About this listing
- Category
- General
- Reported license
- MIT
- 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.