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de-ai-writer

combined

AI 文案去味器。用户提供 AI 生成的文本（公众号/小红书/电商文案等），觉得“太 AI 味”要改得更自然、更像人写的时使用。输出自然有人味的中文。De-AI writer: rewrite AI-generated copy (WeChat articles, Xiaohongshu, e-commerce) into natural, human-sounding Chinese text. Chinese AI-smell removal engine: 35 Chinese AI-tell patterns (赋能/闭环), AI-smell scoring, de-AI rewriting, style clone. Use when a Chinese draft reads machine-written or the user asks 去AI味.

When to use

• Use when a Chinese draft "reads like AI" and needs to sound human-authored.
• Use when the user asks 去AI味, 改得像人写的, or 这段是不是AI写的 (is this AI-written?).
• Use when editing marketing copy, WeChat articles, product listings, or social posts written in Chinese.
• Use when asked to imitate a reference writing style (风格克隆) or to produce A/B variants of the same copy.
• Use when shifting tone: casual / formal / marketing / humor / direct.

When not to use

• **Chinese-centric by design.** The pattern catalog targets Chinese AI tells; it will not fix English AI smell (use an English humanizer for that).
• **Documentation only.** No script and no engine is bundled in this skill. The optional local rule engine is published in the source repository; deep rewriting, style cloning, variants and scoring require an LLM of your choice.
• **Rule-based detection, not a detector model.** The index is a heuristic over known patterns, computed by the formula above. It cannot prove authorship and must not be used as evidence that a text "was" or "was not" AI-written.
• **Unlisted patterns are out of scope.** Tells that are not in the 35-pattern catalog pass through untouched; the catalog is the ceiling of what this skill sees.
• **Keep-conditions need human confirmation.** Some removal is context-dependent — a safety caveat such as "do not soak for long periods" may be a legal requirement; when a pattern overlaps with a claim that must stay, ask before deleting.

Skill page

Conflict

The two copies overlap on the goal (removing AI smell from Chinese copy) but each contains material steps the other lacks. The davepoon copy is a thin wrapper around a local Python script (deai.py) with API-key and prompt-only modes. The sickn33 copy is a documentation-only procedure that defines a deterministic AI-smell scoring formula, a 35-pattern catalog, a diagnose-rewrite-verify loop, and optional style-clone/variant/tone steps. Crowning one would hide a real alternative: a script-based tool versus a manual, formula-driven editing procedure.