sepia

Make AI-generated writing read as human-written, in fiction and in professional prose. Repairs the narrative architecture of fiction and stories (based on StoryScope, arXiv:2604.03136); routes professional text through domain rules for release notes, announcements, PR and issue replies, code-review comments, incident postmortems, tickets, work orders, technical articles, blog posts, and long-form journalism. Four operations - write, review (diagnose AI tells without editing), refactor (minimal in-place edits), recreate (full rewrite). Use when asked to humanize, de-AI, unslop, or strip AI flav

Try your first task

Diagnose a short draft without editing

Start a fresh conversation.

Use sepia's review operation to diagnose AI tells in the short draft I provide. Do not edit it. Route it according to its document type and report the author and executor model identities and prose-layer status; treat an unspecified author model as unknown.

Required inputs

A short prose draft, pasted into the request.
Its document type or intended venue.
The author model and exact version, if known; otherwise leave them unknown.

Suggested template by Skill Leaderboard, grounded in the linked source. Task evidence ↗

Inside SKILL.md

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