Anti-AI Copy

Purpose

Edit writing so it sounds like a real person with a context, taste, and point of view wrote it. This skill is universal: use it for product pages, docs, READMEs, emails, social posts, bios, UI labels, articles, internal notes, and personal writing.

The goal is not to make text quirky. The goal is to remove model-polish: generic claims, soft transitions, smooth sameness, and words that make every topic sound like the same brochure.

Core rules

1. Preserve the writer’s voice. Do not sand the text into a new house style unless asked.
2. Do not synonym-swap banned words. Rewrite the sentence around concrete meaning.
3. Specific beats polished. Prefer nouns, examples, constraints, numbers, names, and lived details.
4. Do not over-humanize. Forced slang, fake jokes, and random sentence fragments are also AI tells now.
5. AI detection is not the goal. Detectors are unreliable. The goal is better writing.

Bad fix:

• “unlock your workflow” → “open up your workflow”

Good fix:

• “unlock your workflow” → “keep the issue, diff, terminal, and review notes in one place”