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anti-ai-writing

Rewrite user-facing prose for clarity and accountability across agent surfaces.

Updated Mar 18, 2026
Search Tags:#communication#docs#writing-quality#copy-editing#finalize-prose#human-centered-writing
One-click install
npx skills add https://github.com/Canepro/codex-skills --skill anti-ai-writing-canepro
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: anti-ai-writing
Source: https://github.com/Canepro/codex-skills/tree/main/skills/anti-ai-writing
Command: npx skills add https://github.com/Canepro/codex-skills --skill anti-ai-writing-canepro

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

ALWAYS use as the final pass before returning user-visible prose in any agent session (Cursor, Codex, Claude). Direct, human, specific copy for docs, README, site content, commits, PRs, comments, handoffs, and chat replies. Supports rewrite, detect-only, and edit-in-place modes.

Core Features & Use Cases

  • Finishing pass that trims filler and sharpen claims.
  • Rewrites for clarity, conciseness, and accountability.
  • Detect-only mode to audit prose without changes.
  • Edit-in-place mode to patch in-file content.

Quick Start

Run this skill as the final pass on your draft to produce direct, human, and clear prose.

Frequently Asked Questions about anti-ai-writing

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I make AI-generated chat responses sound more human and direct?▼

You can finalize human-centered prose by running a copy-editing pass on your draft. This finishing step trims filler, sharpens claims, and enforces voice consistency, preventing the removal of essential nuance across docs, READMEs, and chat replies.

How do I finalize prose in READMEs and PR bodies before committing?▼

You finalize prose in READMEs and PR bodies by applying an edit-in-place finishing pass. This step patches in-file content directly, trimming filler and sharpening claims to ensure your documentation is clear and write-ready.

Can I audit documentation for AI writing without modifying the original text?▼

Yes, you can audit documentation for AI writing without modifying the original text by using a detect-only mode. This mode evaluates user-facing content to identify filler and voice inconsistencies without applying any edits.

Does the copy-editing finishing pass work across agent surfaces like Cursor and Codex?▼

The copy-editing finishing pass works across agent surfaces like Cursor, Codex, and Claude. It serves as a final pass to process user-visible prose in chat responses, handoffs, and site content across these environments.

What is the best way to rewrite documentation for clarity and accountability?▼

The best way to rewrite documentation for clarity and accountability is to apply a human-centered finishing pass. This approach sharpens claims, trims filler, and enforces voice consistency without removing essential nuance or user intent.

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