一个用来去除散文中AI信号的技能。

这是什么

AI写作有模式。可预测的短语、结构、节奏。这项技能教会Claude（或任何LLM）捕捉并剔除它们。

技能结构

快速开始

Claude 代码： 把这个文件夹加成技能。

Claude 项目： 上传 SKILL.md 并引用文件到项目知识。

自定义指令： 复制SKILL.md的核心规则。

API 调用： 在系统提示符中包含 SKILL.md。引用文件按需加载。

它捕捉到了什么

禁用短语——清嗓子开场白、强调拐杖、商业术语、所有副词、模糊陈述句、元评论。参见references/phrases.md。

结构陈词滥调——二元对比、负面列表、戏剧性碎片化、修辞设定、虚假能动性、旁白旁白声音、被动语态。参见references/structures.md。

句子层级规则 - 不带Wh句子开头，不使用虚假短划号，不允许断奏断片，不允许懒惰极端，需要主动语态。

得分

每个维度的速率为1-10：

Stop Slop

A skill for removing AI tells from prose.

What this is

AI writing has patterns. Predictable phrases, structures, rhythms. This skill teaches Claude (or any LLM) to catch and remove them.

Skill Structure

stop-slop/
├── SKILL.md              # Core instructions
├── references/
│   ├── phrases.md        # Phrases to remove
│   ├── structures.md     # Structural patterns to avoid
│   └── examples.md       # Before/after transformations
├── README.md
└── LICENSE

Quick start

Claude Code: Add this folder as a skill.

Claude Projects: Upload SKILL.md and reference files to project knowledge.

Custom instructions: Copy core rules from SKILL.md.

API calls: Include SKILL.md in your system prompt. Reference files load on demand.

What it catches

Banned phrases - Throat-clearing openers, emphasis crutches, business jargon, all adverbs, vague declaratives, meta-commentary. See references/phrases.md.

Structural clichés - Binary contrasts, negative listings, dramatic fragmentation, rhetorical setups, false agency, narrator-from-a-distance voice, passive voice. See references/structures.md.

Sentence-level rules - No Wh- sentence starters, no em dashes, no staccato fragmentation, no lazy extremes, active voice required.

Scoring

Rate 1-10 on each dimension:

Below 35/50: revise.

Author

Hardik Pandya

License

MIT. Use freely, share widely.