Use when completing tasks, implementing major features, or before merging to verify work meets requirements

Use when completing tasks, implementing major features, or before merging to verify work meets requirements

Use when completing tasks, implementing major features, or before merging to verify work meets requirements

Use when completing tasks, implementing major features, or before merging to verify work meets requirements

Use when completing tasks, implementing major features, or before merging to verify work meets requirements

Use when completing tasks, implementing major features, or before merging to verify work meets requirements

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通用文档审核技能，基于可配置的审核标准对各类文档进行质量评审。支持循环改进机制，确保输出质量达标。

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Unvarnished technical criticism combining Linus Torvalds' precision, Gordon Ramsay's standards, and James Bach's BS-detection. Use when code/tests need harsh reality checks, certification schemes...

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当用户需要做系统综述/文献综述/related work/相关工作/文献调研时使用：AI 自定检索词，多源检索→去重→AI 逐篇阅读并评分（1–10分语义相关性与子主题分组）→按高分优先比例选文→自动生成"综/述"字数预算（70% 引用段 + 30% 无引用段，三次采样取均值）→资深领域专家自由写作（固定摘要/引言/子主题/讨论/展望/结论），保留正文字数与参考文献数硬校验，强制导出...

A high-precision editorial skill focused on identifying patronizing adverbs, assumed knowledge gaps, and dismissive language that alienate beginner or intermediate readers.

A high-precision editorial skill focused on the case-sensitive orthography, brand consistency, and terminological correctness of industry tools, languages, and frameworks.

A high-precision editorial skill focused on subject-verb agreement, tense consistency, prepositional accuracy, and structural integrity in technical writing.

A high-detection editorial skill using "Noun-First" logic to identify missing, incorrect, or superfluous articles (a, an, the) in technical prose.

A master-level editorial skill that transforms generic or inconsistent language into high-precision, literal, and professional technical prose.

Structured deal assessment using MEDDIC, BANT. Risk scoring, required evidence by stage, red flag detection, coaching points.