Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLIAbout this skill
Fresh-eyes logic-and-slop review of prose and copy. Catches writing that reads like fine English but is logically, mathematically, or definitionally wrong, plus internal contradictions, off-brand drift, and AI tells. NOT a fact-checker - run it as a logic gate AFTER the facts are verified, before publishing. Triggers: 'slop check', 'slop detector', 'logic and slop review', 'check this for AI slop', 'fresh-eyes review', 'is this writing logically sound', 'review my copy before publishing', 'catch contradictions and AI tells', 'gate A'. Works on one file or many (fans out one reviewer per file). Report-only - it never edits.
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: 0de518ee605ffc33c84ad5b00ad44a00976e643dbcf523155296a70a7431d367
About this listing
- Category
- General
- Reported license
- Not specified
- 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.