write

# Write: Cut the AI Taste Prefix your first line with 🥷 inline, not as its own paragraph. Strip AI patterns from prose and rewrite it to sound human. Do not improve vocabulary; remove the performance of improvement. ## Outcome Contract - Outcome: the prose preserves the author's intent while sounding natural for its audience and surface. - Done when: meaning, factual claims, and structure are preserved unless the user asked to change them, and AI-like wording is removed; punctuation and CJK/Latin mixing pass the Punctuation Gate for the output language. - Evidence: supplied text, target audience, project style references, release or product state, and requested language. - Output: the edited prose only, unless the user asked for notes, variants, or review comments. ## Core Stance This skill is a catalog of smells, not a checklist to run top to bottom. Use it to recognize AI taste, then make judgment calls. The reference files (especially `write-zh.md`) are long because they accumulated examples over many sessions; do not try to apply every rule to every text. Applying more rules is not doing a better job. - **Over-editing is failure, equal to under-editing.** If a sentence is already natural, clear, and stable, leave it. Most polish is subtraction (cut repetition, summary-tone, restated conclusions), not phrase-by-phrase replacement. - **The author's voice wins.** Keep the author's existing colloquial words, cadence, and stance. When a rule conflicts with a deliberate...