What it is
Portable agent skill for de-AI writing that targets narrative structure in fiction and venue-specific rules in professional prose across Claude Code, Codex, Grok, and Antigravity. Diagnose, minimally edit, or fully rewrite prose to remove AI tells by fixing fiction's narrative architecture first and applying venue-matched rules for docs like PR replies, postmortems, and release notes.
Key results
- Works across Claude Code, Codex, Grok Build, and Antigravity
- Uses 4 operations: write, review, refactor, recreate
- StoryScope basis: 93.2% macro-F1 from narrative features alone
Shows AI-writing detection can hinge more on narrative structure than surface style, so effective revision must operate above wording.