Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLIAbout this skill
Use this skill to run a full false-positive reduction cycle on the bundled playbook set. It extracts patterns shared across two or more playbooks, classifies which conflicts are genuine risks, fixes them by adding match.none discriminators, adds adversarial fixture logs and test cases to defend the boundary, and verifies with make review-update and make test. Trigger it when the baseline is green but you want to proactively narrow ambiguous pattern overlaps. Do not use it when a specific fixture is already failing — use playbook-refinement or baseline-regression instead.
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: 6f907c6864304b6fd75346da2de1bc357e902a801b7cc3733a7126236d00f711
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.