Full writing audit skill for AI coding agents (Claude Code, Codex, etc). Removes AI patterns, fixes grammar, and adapts prose to platform-native conventions.
Four-pass writing audit with platform presets:
- Structure & Rhythm — cuts filler, breaks formulaic patterns, varies sentence length
- AI Patterns — removes significance inflation, promotional language, AI vocabulary, synonym cycling
- Grammar — comma splices, dangling modifiers, tense consistency, passive voice
- Lowercase Mode (optional) — converts to all-lowercase for casual platforms
- Twitter/X — 280-char limit, hooks, no links in body, thread structure
- Reddit — subreddit-aware tone, short paragraphs, personal experience over abstractions
- Hacker News — story > tutorial, technical depth, zero marketing speak
- LinkedIn — hook before the fold, 800-1000 char sweet spot, no engagement bait
- Blog (default) — full prose rules, no platform constraints
Uses an autoresearch-inspired iterative loop (borrowed from karpathy/autoresearch):
- Signal density as primary metric: (sentences with new info) / (total sentences), target ≥ 0.80
- Keep/discard loop: make one category of changes, re-score, keep only if scores improved
- 7 dimensions scored 1-10: Directness, Rhythm, Trust, Authenticity, Density, Grammar, Platform Fit
Copy SKILL.md to your Claude Code skills directory:
mkdir -p ~/.claude/skills/audit
cp SKILL.md ~/.claude/skills/audit/SKILL.mdPoint your agent at SKILL.md as a system prompt or skill file. The skill is self-contained.
MIT