Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLIAbout this skill
Closes the feedback loop for short-form video — scores a published post against its original brief and the matching short-form platform-intelligence catalog on a 4-dimension rubric, then logs a falsifiable pattern entry to the eval loop. Use to review a post after publishing or run an eval cycle in an existing loop. Not for pre-publish brief authoring (use brief-shortform) or catalog discovery (use research-shortform); needs a loop workspace (see run-pipeline).
Quick start
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Review, license & listing details
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About scan coverage and limitationsAbout this listing
- Category
- Science & research
- 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.