通用：去 AI 味重写

What it does

This skill provides a structured workflow and checklist for removing 'AI flavor' from long-form Chinese fiction and serialized novels. It diagnoses common AI artifacts (uniform sentence groups, template metaphors, over-explained narration), applies layered remediation (three strength levels from light edits to deep restructuring), and restores human voice, rhythm, and character-specific dialogue.

When to use it

Use this skill when a chapter or scene reads as machine-generated or overly polished: first-run AI drafts, bulk-expansions, or sections flagged by editors for 'same-voice' problems. It's designed for chapter-level or paragraph-level fixes, and includes special checks for opening chapters where reader retention matters.

What's included

• Scripts: skill body includes step-by-step diagnostic and remediation routines; references folder contains rule sets and checklists.
• References: detailed diagnosis rules, 11 structure fingerprints, and quantitative metrics to guide edits.
• Instructions: triage → set surgery strength → apply sentence/paragraph/structure edits → human-voice re-injection → redline checks.

Compatible agents

Best suited for editorial/assistant agents that perform text diagnostics and rewrites (writing assistants, Claude/Copilot-style LLM editors). Works as a high-level procedure invoked when human-like rewriting is required.