#929 by GitHub stars
OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL
去AI味提示词-作家增强-SKILL
History
Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.
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.backup/Author-written/SKILL.md
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de-AI-writing/SKILL.md
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good-writing/SKILL.md
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Heat
5.2- Star growth, last 7 daysAhead of 90% of tracked repositories
- Star growth, last 24 hoursAhead of 75% of tracked repositories
- Rank movement, last 7 daysAhead of 23% of tracked repositories
- Commits, last 30 daysAhead of 0% of tracked repositories
- Accounts asking about it through MCP, last 7 daysNot available
- Hot votes this weekAhead of 0% of tracked repositories
Heat never changes the order by stars, and sponsorship never touches it. How heat works
Stars over time
Individual skills in this repository
- Author-written
.backup/Author-written - humanizer-zh
.backup/humanizer - humanizer-zh
.backup/humanizer-zh - my-writing
.backup/my-writing - writer-Pro-one
.backup/writer-Pro-one - de-AI-writing
de-AI-writing - good-writing
good-writing
How it works
Author-written
When your agent uses it
去除文本中的 AI 生成痕迹。适用于编辑或审阅文本，使其听起来更自然、更像人类书写。 基于维基百科的"AI 写作特征"综合指南。检测并修复以下模式：夸大的象征意义、 宣传性语言、以 -ing 结尾的肤浅分析、模糊的归因、破折号过度使用、三段式法则、 AI 词汇、否定式排比、过多的连接性短语。
What it loads into context
Frontmatter
190 tokensAlways available to the agent
SKILL.md
18,687 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- 你的任务
- 核心规则速查
- 错误示例及分析
- 个性与灵魂
- Process (写作流程)
- 写作风格示例
- 内容模式
- 语言和语法模式
- 风格模式
- 交流模式
- 填充词和回避
- 快速检查清单
- 处理流程
- 输出格式
- 质量评分
- 完整示例
- 参考
- Heading Coverage Hard Rule
Files
SKILL.mdcore65,047 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubhumanizer-zh
When your agent uses it
去除文本中的 AI 生成痕迹。适用于编辑或审阅文本，使其听起来更自然、更像人类书写。 基于维基百科的"AI 写作特征"综合指南。检测并修复以下模式：夸大的象征意义、 宣传性语言、以 -ing 结尾的肤浅分析、模糊的归因、破折号过度使用、三段式法则、 AI 词汇、否定式排比、过多的连接性短语。
What it loads into context
Frontmatter
192 tokensAlways available to the agent
SKILL.md
17,651 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- 你的任务
- 核心规则速查
- 错误示例及分析
- 个性与灵魂
- Process (写作流程)
- 写作风格示例
- 内容模式
- 语言和语法模式
- 风格模式
- 交流模式
- 填充词和回避
- 快速检查清单
- 处理流程
- 输出格式
- 质量评分
- 完整示例
- 参考
Files
SKILL.mdcore61,996 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubhumanizer-zh
When your agent uses it
去除文本中的 AI 生成痕迹。适用于编辑或审阅文本，使其听起来更自然、更像人类书写。 基于维基百科的"AI 写作特征"综合指南。检测并修复以下模式：夸大的象征意义、 宣传性语言、以 -ing 结尾的肤浅分析、模糊的归因、破折号过度使用、三段式法则、 AI 词汇、否定式排比、过多的连接性短语。
What it loads into context
Frontmatter
192 tokensAlways available to the agent
SKILL.md
6,332 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- 你的任务
- 核心规则速查
- 个性与灵魂
- 内容模式
- 语言和语法模式
- 风格模式
- 交流模式
- 填充词和回避
- 快速检查清单
- 处理流程
- 输出格式
- 质量评分
- 完整示例
- 参考
- Heading Coverage Hard Rule
Files
SKILL.mdcore21,390 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubmy-writing
When your agent uses it
去除文本中的 AI 生成痕迹。适用于编辑或审阅文本，使其听起来更自然、更像人类书写。 基于维基百科的"AI 写作特征"综合指南。检测并修复以下模式：夸大的象征意义、 宣传性语言、以 -ing 结尾的肤浅分析、模糊的归因、破折号过度使用、三段式法则、 AI 词汇、否定式排比、过多的连接性短语。
What it loads into context
Frontmatter
190 tokensAlways available to the agent
SKILL.md
16,697 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Core Philosophy (核心理念)
- Style Guidelines (风格指南)
- Process (写作流程)
- 错误示例及分析
- 写作风格示例
- 内容模式
- 语言和语法模式
- 风格模式
- 交流模式
- 填充词和回避
- Final Guardrail (最终护栏)：
- 输出格式
- 参考
- Heading Coverage Hard Rule
Files
SKILL.mdcore58,865 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubwriter-Pro-one
When your agent uses it
精确复现特定作者的中文写作风格。适用于：(1) 以该风格从零生成文章，(2) 将AI风格或其他风格的文章改写为该风格，(3) 在同一次任务里对草稿做终稿打磨/精修（保持作者笔力，不得改成中性说明书），(4) 审阅文章是否符合该风格，(5) 结构保真地将非简体中文翻译为简体中文（保留原始结构与不可改动片段，如人名/专名、代码、代码块、URL 等；不擅自增删）。核心特征：半文半白的用词、长短交替的句式节奏、类比先行的论证方式、冷面热心的情感表达、第一人称介入的立场标定；并在不破坏作者习惯的前提下，清除显眼的 AI 写作痕迹（24 项检测）。触发词：写作、改写、风格、润色、重写、精修、再优化、二稿、终稿、最终版、翻译、译、translate、翻成、译成、转为简体。
What it loads into context
Frontmatter
288 tokensAlways available to the agent
SKILL.md
6,396 tokensWhen the skill is activated
Reference documents
9,151 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- 写作风格示例
- 工作流程
- 核心规则体系（分三级：底线 → 铁律 → 守则）
- 生成流程
- 改写流程
- 终稿补丁协议
- 翻译流程（结构保真）
- 审阅流程
- 自检清单（执行后逐条检查，定位风险做最小修补，不驱动全篇重写）
Files
SKILL.mdcore20,237 bytesreferences/ai-trace-detector.mddoc8,563 bytesreferences/style-dna.mddoc7,880 bytesreferences/translation-guardrails.mddoc5,136 bytesreferences/writing-samples.mddoc8,102 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubde-AI-writing
When your agent uses it
Use when 用户要去中文 AI 味、让机器写的中文更像人写的、检查 AI 痕迹、保留原意改写、中文润色或结构保真翻译；也适用于用户要求减少无意义、装饰性的状语或补语，让文字更具体、更有画面感。
What it loads into context
Frontmatter
158 tokensAlways available to the agent
SKILL.md
3,711 tokensWhen the skill is activated
Reference documents
33,633 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- 安全边界
- 读取策略
- 目标
- 四种操作
- 校准原则——管所有规则的规则
- 修饰语原则——不追求“零副词”
- 误判白名单
- 篇章层检查（改写和审阅默认做）
- 核心检查项（人类区间表述）
- 修补顺序
- 默认交付
- 输出形式与读者校准
- 参考文件
Files
SKILL.mdcore12,678 bytesreferences/ai-trace-index.mddoc14,351 bytesreferences/discourse-pass.mddoc13,397 bytesreferences/narrative-pass.mddoc5,164 bytesreferences/syntax-pass.mddoc46,835 bytesreferences/translation-guardrails.mddoc7,337 bytesreferences/vocab-pass.mddoc16,863 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubgood-writing
When your agent uses it
Use when 用户要求按特定作者的中文风格写作、修补、重写、终稿精修、风格审阅或结构保真翻译，尤其强调厚段、长句链、事实先行、判断锋利、书卷气评论，或要求减少无意义的装饰性状语和补语。
What it loads into context
Frontmatter
129 tokensAlways available to the agent
SKILL.md
3,525 tokensWhen the skill is activated
Reference documents
48,991 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- 安全边界
- 读取策略
- 目标
- 四种操作
- 最高优先级
- 校准原则——管所有规则的规则
- 修饰语原则——让动作和事实承担画面
- 误判白名单
- 风格规则（人类区间表述）
- 篇章层检查（写作和修补默认做）
- 修补流程
- 生成流程
- 审阅输出
- 输出形式与读者校准
- 参考文件
Files
SKILL.mdcore12,167 bytesreferences/ai-trace-index.mddoc14,133 bytesreferences/discourse-pass.mddoc13,331 bytesreferences/narrative-pass.mddoc5,164 bytesreferences/style-dna.mddoc19,866 bytesreferences/style-summary.mddoc3,319 bytesreferences/syntax-pass.mddoc46,820 bytesreferences/translation-guardrails.mddoc7,337 bytesreferences/vocab-pass.mddoc16,863 bytesreferences/writing-samples-index.mddoc1,229 bytesreferences/writing-samples.mddoc28,913 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubSkills included
- Author-written
- humanizer-zh
- humanizer-zh
- my-writing
- writer-Pro-one
- de-AI-writing
- good-writing
Repository facts
- License
- No license detected
- Created
- Jan 21, 2026
- Last pushed
- Sep 17, 2026
- Forks
- 93
- Open issues
- 6
- Project activity
- Active
Rank over the last 12 weeks
Now #929 · best #706 · down 110 in 30 days
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- #929 since Nov 7
80 earlier periods
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Before you install
Instructions onlyAutomated signals, not a guarantee
Checked Nov 4, 2026
- No broad tool permissions
- No dangerous shell commands
- 4 network referencesin 4 files: Author-written/SKILL.md:792 humanizer-zh/SKILL.md:488 humanizer/SKILL.md:781 and 1 more
- No hidden or obfuscated text
- No instruction overrides
- No executable scripts
- No access to secrets
- No requests to vote in Hot
Show all 4 signals by file
.backup/Author-written/SKILL.md
- Network accessline 792
本技能基于 [Wikipedia:Signs of AI writing](https://en.wikipedia.org/wiki/Wikipedia:Signs_of_AI_writing)，由 WikiProject AI Cleanup 维护。那里记录的模式来自对维基百科上数千个 AI 生成文本实例的观察。
.backup/humanizer-zh/SKILL.md
- Network accessline 488
本技能基于 [Wikipedia:Signs of AI writing](https://en.wikipedia.org/wiki/Wikipedia:Signs_of_AI_writing)，由 WikiProject AI Cleanup 维护。那里记录的模式来自对维基百科上数千个 AI 生成文本实例的观察。
.backup/humanizer/SKILL.md
- Network accessline 781
本技能基于 [Wikipedia:Signs of AI writing](https://en.wikipedia.org/wiki/Wikipedia:Signs_of_AI_writing)，由 WikiProject AI Cleanup 维护。那里记录的模式来自对维基百科上数千个 AI 生成文本实例的观察。
.backup/my-writing/SKILL.md
- Network accessline 688
本技能基于 [Wikipedia:Signs of AI writing](https://en.wikipedia.org/wiki/Wikipedia:Signs_of_AI_writing)，由 WikiProject AI Cleanup 维护。那里记录的模式来自对维基百科上数千个 AI 生成文本实例的观察。
How the signals fit together
Facts from a static read of the files at the pinned commit. They describe what the code does, not why.
Some files could not be read; the facts below still hold.
No combined signals at this commit.
Works with
| Agent | Status | Evidence | Install to |
|---|---|---|---|
| Claude Code | Compatible | Standard SKILL.md .backup/humanizer/SKILL.md | .claude/skills/<skill-name>/ |
| Codex | Compatible | Standard SKILL.md .backup/humanizer/SKILL.md | .agents/skills/<skill-name>/ |
| Cursor | Compatible | Standard SKILL.md .backup/humanizer/SKILL.md | .cursor/skills/<skill-name>/ |
| Gemini CLI | Compatible | Standard SKILL.md .backup/humanizer/SKILL.md | .gemini/skills/<skill-name>/ |
| GitHub Copilot | Compatible | Standard SKILL.md .backup/humanizer/SKILL.md | .github/skills/<skill-name>/ |
| OpenCode | Compatible | Standard SKILL.md .backup/humanizer/SKILL.md | .opencode/skills/<skill-name>/ |
- Native The repository ships a manifest, folder or frontmatter field for this agent.
- Compatible A standard SKILL.md that this agent can read.
- Unknown No evidence either way.
Derived automatically from paths, manifests and frontmatter. Not tested on each agent.
Explore alternatives and comparisons
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