anti-ai-slop-writinglisted

# Anti-AI-Slop Writing Humanize prose without changing what it means. This Agentit skill is an original provider-neutral synthesis informed by the pattern catalogs in `blader/humanizer` and `hardikpandya/stop-slop`. Do not vendor either upstream wholesale. The useful idea is the review method: detect repeated AI-writing patterns, preserve factual content, then rewrite for the actual writer and destination. ## Priority order When goals conflict, use this order: 1. **Factual fidelity** — preserve claims, numbers, names, dates, quotes, caveats and citations unless the source/user authorizes a change. 2. **Destination fit** — README, PR, technical docs, email, article, landing copy, social copy and academic prose have different acceptable voices. 3. **Writer/brand voice** — match supplied examples or established project voice before generic style advice. 4. **Clarity and density** — remove filler and unnecessary ceremony. 5. **Natural rhythm** — vary sentence/paragraph shape when it improves readability; do not manufacture quirks merely to look human. Never invent facts, opinions, anecdotes, citations or personal experiences just to make prose feel less synthetic. ## Choose the editing mode Infer the smallest useful intervention: ```text POLISH -> keep structure and voice; remove obvious tells/filler HUMANIZE -> restructure when needed while preserving all substantive content VOICE_MATCH -> use supplied authentic samples as the primary style reference TECHNICAL