# GEO Skills · MadeInRed

GEO Skills 面向 AI 引用、信源研究、可引用内容和 AI 引荐访问。MadeInRed 原创的信源猎手是置顶的官方 Skill。
社区项目保留原作者与来源，本站不执行第三方脚本。

收录日期：2026-10-10。共 48 条。

## 收录标准

- 面向 GEO / AEO / AI 引用；传统 SEO 基础优化单独归入 SEO Skills，交叉项目可同时收录。
- 必须有公开来源链接。
- 记录许可证；没有许可证的仓库不能当成可自由复制。
- 证据等级：original = MadeInRed 原创；listed = 出现在人工核对过的公开目录；metadata = 只核验了仓库说明；verified = 已读取实际 Skill 原文，不代表已运行或验证效果。
- 没有 UTM 或 Referer，不能证明访问不是来自 AI；同样，收录一个 Skill 不表示我们运行过它。

人类页面：https://madeinred.com/hunt
另一个集合：https://madeinred.com/seo-skills
官方 Skill：https://madeinred.com/skills/source-hunter/SKILL.md
高级工作台：https://madeinred.com/hunt/workbench

## 01 MadeInRed 原创

先用自己的方法和工具：引用体检、访问归因、信源研究。

### 信源猎手

- 解决什么：用 AI 已经引用的证据，决定下一页内容做什么。
- 适用对象：站长、内容团队、研究型 Agent
- 输入：市场、用户任务、固定问题集
- 输出：引用证据、来源分类、页面简报、复测记录
- 来源：MadeInRed https://madeinred.com/skills/source-hunter/SKILL.md
- 本站项目与原文：https://madeinred.com/hunt/skills/source-hunter
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/source-hunter/agent.md
- skill 文件：SKILL.md https://madeinred.com/hunt/skills/source-hunter/agent.md?file=SKILL.md
- 许可证：MadeInRed
- 运行方式：Claude / Codex / Cursor / MCP
- 证据等级：original
- 条目核验日期：2026-10-08
- 风险：read
- 本站：https://madeinred.com/skills/source-hunter/SKILL.md

### 被 AI 引用体检

- 解决什么：检查网站能不能被 ChatGPT 等 AI 抓取和引用。
- 适用对象：站长、开发者、Agent
- 输入：公开 URL 或域名
- 输出：0-100 分、实抓证据、修复提示词
- 来源：MadeInRed https://madeinred.com/skills/is-cited/SKILL.md
- 本站项目与原文：https://madeinred.com/hunt/skills/is-cited
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/is-cited/agent.md
- skill 文件：SKILL.md https://madeinred.com/hunt/skills/is-cited/agent.md?file=SKILL.md
- 许可证：MadeInRed
- 运行方式：浏览器 / API / MCP
- 证据等级：original
- 条目核验日期：2026-10-08
- 风险：read
- 本站：https://madeinred.com/skills/is-cited/SKILL.md

### AI 引荐访问监测

- 解决什么：用 UTM 和 Referer 自己判断 AI 是否带来可观察的访问。
- 适用对象：站长、数据分析、运营
- 输入：落地链接、服务器日志、转化事件
- 输出：可观察的来源、落地页、转化
- 来源：MadeInRed https://madeinred.com/monitor.md
- 本站项目与原文：https://madeinred.com/hunt/skills/ai-traffic-monitor
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/ai-traffic-monitor/agent.md
- tutorial 文件：monitor.md https://madeinred.com/hunt/skills/ai-traffic-monitor/agent.md?file=monitor.md
- 许可证：MadeInRed
- 运行方式：人类阅读 / AI 抓取 Markdown
- 证据等级：original
- 条目核验日期：2026-10-08
- 风险：read
- 本站：https://madeinred.com/monitor.md

## 02 信源研究

收集 AI 已经引用的页面、固定问题集，找内容机会。

### Get Cited by AI

- 解决什么：按已测量的引用证据，做需求门槛内的 GEO 内容。
- 适用对象：内容团队、GEO 研究者
- 输入：主题、需求信号、现有页面
- 输出：带证据标签的写作规则和复测步骤
- 来源：paultaki/get-cited-by-ai https://github.com/paultaki/get-cited-by-ai
- 本站项目与原文：https://madeinred.com/hunt/skills/get-cited-by-ai
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/get-cited-by-ai/agent.md
- skill 文件：SKILL.md https://madeinred.com/hunt/skills/get-cited-by-ai/agent.md?file=SKILL.md
- readme 文件：README.md https://madeinred.com/hunt/skills/get-cited-by-ai/agent.md?file=README.md
- 许可证：未在检索中确认
- 运行方式：Claude Code
- 证据等级：metadata
- 条目核验日期：2026-10-08
- 风险：unknown
- GitHub stars：3

### GEOHub

- 解决什么：用有边界的研究默认值做 GEO / SEO，而不是口号。
- 适用对象：内容团队、研究者
- 输入：站点或主题
- 输出：有证据边界的 GEO 技能与默认建议
- 来源：yaojingang/GEOHub https://github.com/yaojingang/GEOHub
- 本站项目与原文：https://madeinred.com/hunt/skills/geohub
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/geohub/agent.md
- skill 文件：skills/geo/SKILL.md https://madeinred.com/hunt/skills/geohub/agent.md?file=skills%2Fgeo%2FSKILL.md
- skill 文件：skills/geo-content/SKILL.md https://madeinred.com/hunt/skills/geohub/agent.md?file=skills%2Fgeo-content%2FSKILL.md
- skill 文件：skills/geo-diagnose/SKILL.md https://madeinred.com/hunt/skills/geohub/agent.md?file=skills%2Fgeo-diagnose%2FSKILL.md
- skill 文件：skills/geo-discover/SKILL.md https://madeinred.com/hunt/skills/geohub/agent.md?file=skills%2Fgeo-discover%2FSKILL.md
- skill 文件：skills/geo-knowledge/SKILL.md https://madeinred.com/hunt/skills/geohub/agent.md?file=skills%2Fgeo-knowledge%2FSKILL.md
- skill 文件：skills/geo-measure/SKILL.md https://madeinred.com/hunt/skills/geohub/agent.md?file=skills%2Fgeo-measure%2FSKILL.md
- skill 文件：skills/geo-site-diagnose/SKILL.md https://madeinred.com/hunt/skills/geohub/agent.md?file=skills%2Fgeo-site-diagnose%2FSKILL.md
- skill 文件：skills/geo-strategy/SKILL.md https://madeinred.com/hunt/skills/geohub/agent.md?file=skills%2Fgeo-strategy%2FSKILL.md
- skill 文件：skills/seo/SKILL.md https://madeinred.com/hunt/skills/geohub/agent.md?file=skills%2Fseo%2FSKILL.md
- readme 文件：README.md https://madeinred.com/hunt/skills/geohub/agent.md?file=README.md
- 许可证：AGPL-3.0
- 运行方式：Any agent
- 证据等级：listed
- 条目核验日期：2026-10-08
- 风险：scripts
- GitHub stars：165

### Yao GEO Skills

- 解决什么：持续更新的 GEO 内容与工作流技能集合。
- 适用对象：内容团队、Agent 使用者
- 输入：主题或站点
- 输出：GEO 内容与流程技能
- 来源：yaojingang/yao-geo-skills https://github.com/yaojingang/yao-geo-skills
- 本站项目与原文：https://madeinred.com/hunt/skills/yao-geo-skills
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/yao-geo-skills/agent.md
- skill 文件：skills/yao-geo-page-audit/SKILL.md https://madeinred.com/hunt/skills/yao-geo-skills/agent.md?file=skills%2Fyao-geo-page-audit%2FSKILL.md
- skill 文件：skills/yao-geo-article-friendly/SKILL.md https://madeinred.com/hunt/skills/yao-geo-skills/agent.md?file=skills%2Fyao-geo-article-friendly%2FSKILL.md
- skill 文件：skills/yao-geo-baidu-keywords/SKILL.md https://madeinred.com/hunt/skills/yao-geo-skills/agent.md?file=skills%2Fyao-geo-baidu-keywords%2FSKILL.md
- skill 文件：skills/yao-geo-brand-graph/SKILL.md https://madeinred.com/hunt/skills/yao-geo-skills/agent.md?file=skills%2Fyao-geo-brand-graph%2FSKILL.md
- skill 文件：skills/yao-geo-comparison-builder/SKILL.md https://madeinred.com/hunt/skills/yao-geo-skills/agent.md?file=skills%2Fyao-geo-comparison-builder%2FSKILL.md
- skill 文件：skills/yao-geo-content-refiner/SKILL.md https://madeinred.com/hunt/skills/yao-geo-skills/agent.md?file=skills%2Fyao-geo-content-refiner%2FSKILL.md
- skill 文件：skills/yao-geo-douyin/SKILL.md https://madeinred.com/hunt/skills/yao-geo-skills/agent.md?file=skills%2Fyao-geo-douyin%2FSKILL.md
- skill 文件：skills/yao-geo-effect-monitor/SKILL.md https://madeinred.com/hunt/skills/yao-geo-skills/agent.md?file=skills%2Fyao-geo-effect-monitor%2FSKILL.md
- skill 文件：skills/yao-geo-execution-roadmap/SKILL.md https://madeinred.com/hunt/skills/yao-geo-skills/agent.md?file=skills%2Fyao-geo-execution-roadmap%2FSKILL.md
- skill 文件：skills/yao-geo-explainer-builder/SKILL.md https://madeinred.com/hunt/skills/yao-geo-skills/agent.md?file=skills%2Fyao-geo-explainer-builder%2FSKILL.md
- skill 文件：skills/yao-geo-intent-miner/SKILL.md https://madeinred.com/hunt/skills/yao-geo-skills/agent.md?file=skills%2Fyao-geo-intent-miner%2FSKILL.md
- skill 文件：skills/yao-geo-knowledge-base-builder/SKILL.md https://madeinred.com/hunt/skills/yao-geo-skills/agent.md?file=skills%2Fyao-geo-knowledge-base-builder%2FSKILL.md
- skill 文件：skills/yao-geo-page-blueprint/SKILL.md https://madeinred.com/hunt/skills/yao-geo-skills/agent.md?file=skills%2Fyao-geo-page-blueprint%2FSKILL.md
- skill 文件：skills/yao-geo-panorama-audit/SKILL.md https://madeinred.com/hunt/skills/yao-geo-skills/agent.md?file=skills%2Fyao-geo-panorama-audit%2FSKILL.md
- skill 文件：skills/yao-geo-ranking-article-builder/SKILL.md https://madeinred.com/hunt/skills/yao-geo-skills/agent.md?file=skills%2Fyao-geo-ranking-article-builder%2FSKILL.md
- skill 文件：skills/yao-geo-title-optimizer/SKILL.md https://madeinred.com/hunt/skills/yao-geo-skills/agent.md?file=skills%2Fyao-geo-title-optimizer%2FSKILL.md
- skill 文件：skills/yao-geo-tracking/SKILL.md https://madeinred.com/hunt/skills/yao-geo-skills/agent.md?file=skills%2Fyao-geo-tracking%2FSKILL.md
- skill 文件：skills/yao-geo-xiaohongshu/SKILL.md https://madeinred.com/hunt/skills/yao-geo-skills/agent.md?file=skills%2Fyao-geo-xiaohongshu%2FSKILL.md
- skill 文件：skills/yao-geoflow-cli/SKILL.md https://madeinred.com/hunt/skills/yao-geo-skills/agent.md?file=skills%2Fyao-geoflow-cli%2FSKILL.md
- skill 文件：skills/yao-geoflow-design/SKILL.md https://madeinred.com/hunt/skills/yao-geo-skills/agent.md?file=skills%2Fyao-geoflow-design%2FSKILL.md
- skill 文件：skills/yao-geoflow-template/SKILL.md https://madeinred.com/hunt/skills/yao-geo-skills/agent.md?file=skills%2Fyao-geoflow-template%2FSKILL.md
- skill 文件：skills/yao-chatgpt-crawler/SKILL.md https://madeinred.com/hunt/skills/yao-geo-skills/agent.md?file=skills%2Fyao-chatgpt-crawler%2FSKILL.md
- skill 文件：skills/yao-deepseek-crawler/SKILL.md https://madeinred.com/hunt/skills/yao-geo-skills/agent.md?file=skills%2Fyao-deepseek-crawler%2FSKILL.md
- skill 文件：skills/yao-doubao-crawler/SKILL.md https://madeinred.com/hunt/skills/yao-geo-skills/agent.md?file=skills%2Fyao-doubao-crawler%2FSKILL.md
- readme 文件：README.md https://madeinred.com/hunt/skills/yao-geo-skills/agent.md?file=README.md
- 许可证：MIT
- 运行方式：Claude / Codex
- 证据等级：metadata
- 条目核验日期：2026-10-08
- 风险：scripts
- GitHub stars：870

## 03 AI 引用体检

检查爬虫放行、llms.txt、schema、可被摘录的内容形态。

### Orangeo AI Visibility

- 解决什么：检查 robots、llms.txt、schema、引用信号、竞品缺口和买家问题。
- 适用对象：站长、SEO、Agent
- 输入：站点 URL
- 输出：可见度就绪检查与竞品缺口
- 来源：OranAi-Ltd/orangeo-ai-visibility-skill https://github.com/OranAi-Ltd/orangeo-ai-visibility-skill
- 本站项目与原文：https://madeinred.com/hunt/skills/orangeo-visibility
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/orangeo-visibility/agent.md
- skill 文件：SKILL.md https://madeinred.com/hunt/skills/orangeo-visibility/agent.md?file=SKILL.md
- readme 文件：README.md https://madeinred.com/hunt/skills/orangeo-visibility/agent.md?file=README.md
- 许可证：MIT
- 运行方式：Claude / Agent Skills
- 证据等级：metadata
- 条目核验日期：2026-10-08
- 风险：scripts
- GitHub stars：138

### GEO Optimizer

- 解决什么：审计、优化并跟踪 ChatGPT、Perplexity、Gemini、AI Overviews 是否引用站点。
- 适用对象：开发者、GEO 团队
- 输入：站点、内容、跟踪目标
- 输出：CLI / Python / MCP 审计与跟踪
- 来源：Auriti-Labs/geo-optimizer-skill https://github.com/Auriti-Labs/geo-optimizer-skill
- 本站项目与原文：https://madeinred.com/hunt/skills/geo-optimizer
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/geo-optimizer/agent.md
- skill 文件：SKILL.md https://madeinred.com/hunt/skills/geo-optimizer/agent.md?file=SKILL.md
- readme 文件：README.md https://madeinred.com/hunt/skills/geo-optimizer/agent.md?file=README.md
- 许可证：MIT
- 运行方式：CLI / Python / MCP
- 证据等级：listed
- 条目核验日期：2026-10-08
- 风险：tokens
- GitHub stars：1015

### GTM Engineer Skills

- 解决什么：按 16 项基础检查和 6 个智能维度提升 AEO / GEO 分数。
- 适用对象：开发者、增长工程
- 输入：网站与技术栈
- 输出：框架相关修复建议
- 来源：onvoyage-ai/gtm-engineer-skills https://github.com/onvoyage-ai/gtm-engineer-skills
- 本站项目与原文：https://madeinred.com/hunt/skills/gtm-engineer
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/gtm-engineer/agent.md
- skill 文件：audit-website-aeo/SKILL.md https://madeinred.com/hunt/skills/gtm-engineer/agent.md?file=audit-website-aeo%2FSKILL.md
- skill 文件：create-geo-charts/SKILL.md https://madeinred.com/hunt/skills/gtm-engineer/agent.md?file=create-geo-charts%2FSKILL.md
- skill 文件：geo-content-planning/SKILL.md https://madeinred.com/hunt/skills/gtm-engineer/agent.md?file=geo-content-planning%2FSKILL.md
- skill 文件：geo-content-research/SKILL.md https://madeinred.com/hunt/skills/gtm-engineer/agent.md?file=geo-content-research%2FSKILL.md
- skill 文件：improve-aeo-geo/SKILL.md https://madeinred.com/hunt/skills/gtm-engineer/agent.md?file=improve-aeo-geo%2FSKILL.md
- skill 文件：write-seo-geo-content/SKILL.md https://madeinred.com/hunt/skills/gtm-engineer/agent.md?file=write-seo-geo-content%2FSKILL.md
- skill 文件：audit-content/SKILL.md https://madeinred.com/hunt/skills/gtm-engineer/agent.md?file=audit-content%2FSKILL.md
- skill 文件：build-backlinks/SKILL.md https://madeinred.com/hunt/skills/gtm-engineer/agent.md?file=build-backlinks%2FSKILL.md
- skill 文件：build-resource-pages/SKILL.md https://madeinred.com/hunt/skills/gtm-engineer/agent.md?file=build-resource-pages%2FSKILL.md
- skill 文件：reddit-opportunity-research/SKILL.md https://madeinred.com/hunt/skills/gtm-engineer/agent.md?file=reddit-opportunity-research%2FSKILL.md
- skill 文件：research-brand/SKILL.md https://madeinred.com/hunt/skills/gtm-engineer/agent.md?file=research-brand%2FSKILL.md
- skill 文件：research-keywords/SKILL.md https://madeinred.com/hunt/skills/gtm-engineer/agent.md?file=research-keywords%2FSKILL.md
- readme 文件：README.md https://madeinred.com/hunt/skills/gtm-engineer/agent.md?file=README.md
- 许可证：MIT
- 运行方式：Claude Code
- 证据等级：listed
- 条目核验日期：2026-10-08
- 风险：scripts
- GitHub stars：1319

### AI Visibility Skill

- 解决什么：测量 ChatGPT、Claude、Gemini、Perplexity 是否推荐你的品牌，并解释原因。
- 适用对象：品牌、SEO
- 输入：品牌名、竞品、问题
- 输出：可见度审计，无账号无数据库
- 来源：petar-nauka/ai-visibility-skill https://github.com/petar-nauka/ai-visibility-skill
- 本站项目与原文：https://madeinred.com/hunt/skills/ai-visibility-skill
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/ai-visibility-skill/agent.md
- skill 文件：SKILL.md https://madeinred.com/hunt/skills/ai-visibility-skill/agent.md?file=SKILL.md
- readme 文件：README.md https://madeinred.com/hunt/skills/ai-visibility-skill/agent.md?file=README.md
- 许可证：MIT
- 运行方式：Any Agent Skill runtime
- 证据等级：metadata
- 条目核验日期：2026-10-08
- 风险：read
- GitHub stars：9

### Google SEO GEO AEO Audit

- 解决什么：按 Google 公开的 AI Search 实践检查 SEO、GEO、AEO。
- 适用对象：站长、SEO
- 输入：网站
- 输出：审计清单
- 来源：wishfy-ai/google-seo-geo-aeo-audit-skill https://github.com/wishfy-ai/google-seo-geo-aeo-audit-skill
- 本站项目与原文：https://madeinred.com/hunt/skills/google-geo-aeo-audit
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/google-geo-aeo-audit/agent.md
- skill 文件：skills/google-audit/SKILL.md https://madeinred.com/hunt/skills/google-geo-aeo-audit/agent.md?file=skills%2Fgoogle-audit%2FSKILL.md
- readme 文件：README.md https://madeinred.com/hunt/skills/google-geo-aeo-audit/agent.md?file=README.md
- 许可证：MIT
- 运行方式：Claude Code
- 证据等级：metadata
- 条目核验日期：2026-10-08
- 风险：scripts
- GitHub stars：11

### SEO GEO Optimizer

- 解决什么：同时分析传统搜索和 AI 引用，并输出多格式报告。
- 适用对象：内容团队
- 输入：页面内容
- 输出：SEO + GEO 分析报告
- 来源：199-biotechnologies/claude-skill-seo-geo-optimizer https://github.com/199-biotechnologies/claude-skill-seo-geo-optimizer
- 本站项目与原文：https://madeinred.com/hunt/skills/seo-geo-optimizer
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/seo-geo-optimizer/agent.md
- skill 文件：SKILL.md https://madeinred.com/hunt/skills/seo-geo-optimizer/agent.md?file=SKILL.md
- readme 文件：README.md https://madeinred.com/hunt/skills/seo-geo-optimizer/agent.md?file=README.md
- 许可证：MIT
- 运行方式：Claude Code
- 证据等级：listed
- 条目核验日期：2026-10-08
- 风险：scripts
- GitHub stars：47

### GEO Citation Checker

- 解决什么：用 CLI 或 Claude Skill 检查 ChatGPT、Perplexity、Claude、Gemini 是否引用域名。
- 适用对象：站长、研究者
- 输入：域名、问题
- 输出：引用检查结果
- 来源：PO-VINCENT/workfxai-geo-citation-checker https://github.com/PO-VINCENT/workfxai-geo-citation-checker
- 本站项目与原文：https://madeinred.com/hunt/skills/geo-citation-checker
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/geo-citation-checker/agent.md
- skill 文件：skills/geo-citation-checker/SKILL.md https://madeinred.com/hunt/skills/geo-citation-checker/agent.md?file=skills%2Fgeo-citation-checker%2FSKILL.md
- skill 文件：anthropics-skills-submission/geo-citation-checker/SKILL.md https://madeinred.com/hunt/skills/geo-citation-checker/agent.md?file=anthropics-skills-submission%2Fgeo-citation-checker%2FSKILL.md
- readme 文件：README.md https://madeinred.com/hunt/skills/geo-citation-checker/agent.md?file=README.md
- 许可证：未在检索中确认
- 运行方式：CLI / Claude
- 证据等级：metadata
- 条目核验日期：2026-10-08
- 风险：tokens
- GitHub stars：3

### Optimize for AI

- 解决什么：先查 AI 爬虫放行，再按五维引用模型给页面打分和优先修复计划。
- 适用对象：站长、内容团队
- 输入：页面 URL
- 输出：引用就绪分与优先计划
- 来源：creativedeals/free-claude-skill-optimize-for-ai https://github.com/creativedeals/free-claude-skill-optimize-for-ai
- 本站项目与原文：https://madeinred.com/hunt/skills/optimize-for-ai
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/optimize-for-ai/agent.md
- skill 文件：SKILL.md https://madeinred.com/hunt/skills/optimize-for-ai/agent.md?file=SKILL.md
- readme 文件：README.md https://madeinred.com/hunt/skills/optimize-for-ai/agent.md?file=README.md
- 许可证：未在检索中确认
- 运行方式：Claude
- 证据等级：metadata
- 条目核验日期：2026-10-08
- 风险：unknown
- GitHub stars：4

### Citation Visibility Auditor

- 解决什么：审计生成式搜索里的引用可见度。
- 适用对象：SEO、品牌
- 输入：站点或品牌
- 输出：引用可见度审计
- 来源：alphaparkinc/genpark-generative-engine-citation-visibility-auditor-skill https://github.com/alphaparkinc/genpark-generative-engine-citation-visibility-auditor-skill
- 本站项目与原文：https://madeinred.com/hunt/skills/citation-visibility-auditor
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/citation-visibility-auditor/agent.md
- readme 文件：README.md https://madeinred.com/hunt/skills/citation-visibility-auditor/agent.md?file=README.md
- 许可证：未在检索中确认
- 运行方式：Claude
- 证据等级：metadata
- 条目核验日期：2026-10-08
- 风险：unknown
- GitHub stars：8

### Inlay Skills

- 解决什么：做网站 AI 就绪审计、llms.txt 和 MCP 服务器设置。
- 适用对象：开发者
- 输入：网站
- 输出：就绪审计与 llms.txt
- 来源：cartoonitunes/inlay-skills https://github.com/cartoonitunes/inlay-skills
- 本站项目与原文：https://madeinred.com/hunt/skills/inlay-skills
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/inlay-skills/agent.md
- skill 文件：skills/ai-readiness-audit/SKILL.md https://madeinred.com/hunt/skills/inlay-skills/agent.md?file=skills%2Fai-readiness-audit%2FSKILL.md
- skill 文件：skills/setup-llms-txt/SKILL.md https://madeinred.com/hunt/skills/inlay-skills/agent.md?file=skills%2Fsetup-llms-txt%2FSKILL.md
- skill 文件：skills/setup-mcp-server/SKILL.md https://madeinred.com/hunt/skills/inlay-skills/agent.md?file=skills%2Fsetup-mcp-server%2FSKILL.md
- readme 文件：README.md https://madeinred.com/hunt/skills/inlay-skills/agent.md?file=README.md
- 许可证：MIT
- 运行方式：Any agent
- 证据等级：listed
- 条目核验日期：2026-10-08
- 风险：scripts
- GitHub stars：1

### Optimizer AI Presence

- 解决什么：帮本地和到家服务被 AI 找到，含 AI Presence Auditor。
- 适用对象：本地商家、服务站
- 输入：本地业务资料
- 输出：AEO / GEO 存在度审计
- 来源：OptimizerTeam/agent-skills https://github.com/OptimizerTeam/agent-skills
- 本站项目与原文：https://madeinred.com/hunt/skills/optimizer-ai-presence
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/optimizer-ai-presence/agent.md
- skill 文件：skills/ai-presence-auditor/SKILL.md https://madeinred.com/hunt/skills/optimizer-ai-presence/agent.md?file=skills%2Fai-presence-auditor%2FSKILL.md
- readme 文件：README.md https://madeinred.com/hunt/skills/optimizer-ai-presence/agent.md?file=README.md
- 许可证：MIT
- 运行方式：Claude / Agent
- 证据等级：metadata
- 条目核验日期：2026-10-08
- 风险：unknown
- GitHub stars：3

### Qiaomu SEO / GEO 证据审计

- 解决什么：区分已观察、推断与缺失证据，检查 Google、Bing 和 AI 搜索的问题。
- 适用对象：需要可追溯审计的站长与团队
- 输入：网站 URL、站长工具数据与目标问题
- 输出：证据分级审计、问题清单与可验证行动建议
- 使用前准备：需原仓库 references；需要实时浏览或用户提供的响应、页面与站长工具数据。
- 使用边界：不同平台的抓取、索引和 AI 引用分别判断；未观察到引用不能说永远不会被引用。
- 来源：joeseesun/qiaomu-seo https://github.com/joeseesun/qiaomu-seo
- 本站项目与原文：https://madeinred.com/hunt/skills/qiaomu-seo
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/qiaomu-seo/agent.md
- skill 文件：SKILL.md https://madeinred.com/hunt/skills/qiaomu-seo/agent.md?file=SKILL.md
- 许可证：MIT
- 运行方式：支持读取 Markdown 的 Agent；执行时按原仓库环境适配
- 证据等级：verified
- 条目核验日期：2026-10-10
- 风险：scripts
- GitHub stars：441

### Google 官方文档查询与审计

- 解决什么：用 Google Search Central 原始文档回答收录与 AI 搜索问题，并检查网站规则。
- 适用对象：需要核实 Google 要求的开发者与站长
- 输入：具体问题，或网站构建产物与记录的 HTTP 响应
- 输出：带官方链接的解释，或 passed / failed / not-evaluated 审计
- 使用前准备：需完整 references / knowledge；自动审计需 Python 脚本与站点文件，在线检查需另提供真实响应。
- 使用边界：这是社区制作的 Skill，不是 Google 发布的官方 Skill；以当前官方文档为准，规则数量未独立验证。
- 来源：sezeryavuz/skills https://github.com/sezeryavuz/skills
- 本站项目与原文：https://madeinred.com/hunt/skills/google-official-seo-docs
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/google-official-seo-docs/agent.md
- skill 文件：skills/engineering/google-official-seo-docs/SKILL.md https://madeinred.com/hunt/skills/google-official-seo-docs/agent.md?file=skills%2Fengineering%2Fgoogle-official-seo-docs%2FSKILL.md
- 许可证：MIT
- 运行方式：支持读取 Markdown 的 Agent；执行时按原仓库环境适配
- 证据等级：verified
- 条目核验日期：2026-10-10
- 风险：scripts
- GitHub stars：5

### 体检证据 → 修复计划

- 解决什么：把已有体检报告里的问题按优先级变成开发者可以执行、验收的修复任务。
- 适用对象：有体检报告的站长、开发者、SEO 实践者
- 输入：体检报告 Markdown 或原始检查证据，以及可修改的网站范围
- 输出：P0/P1/P2 任务、对应证据、修复建议、复测步骤和需要站主处理的事项
- 使用前准备：粘贴完整证据；只给网址时，本站工作台会请求补充报告。修改代码需要本地 Agent 和项目访问权限。
- 使用边界：技术体检不能证明实际 AI 引用；模拟 User-Agent 不是官方爬虫请求。不会自动修改 DNS、WAF 或部署。
- 来源：MadeInRed https://madeinred.com/skills/audit-repair-plan/SKILL.md
- 本站项目与原文：https://madeinred.com/hunt/skills/audit-repair-plan
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/audit-repair-plan/agent.md
- skill 文件：SKILL.md https://madeinred.com/hunt/skills/audit-repair-plan/agent.md?file=SKILL.md
- 许可证：MIT
- 运行方式：Claude Code / Codex / Cursor / MadeInRed 文本工作台
- 证据等级：original
- 条目核验日期：2026-10-11
- 风险：read
- 本站：https://madeinred.com/skills/audit-repair-plan/SKILL.md

## 06 GEO 内容生产与发布

整理问答、对比和研究页，再发布到自己的内容平台。

### GEO-first SEO Claude

- 解决什么：按 AI 回答可引用性，而不是只按排名，优化任意网站。
- 适用对象：SEO、内容团队
- 输入：网站
- 输出：可引用性评分、爬虫分析、schema、平台建议
- 来源：zubair-trabzada/geo-seo-claude https://github.com/zubair-trabzada/geo-seo-claude
- 本站项目与原文：https://madeinred.com/hunt/skills/geo-seo-claude
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/geo-seo-claude/agent.md
- skill 文件：geo/SKILL.md https://madeinred.com/hunt/skills/geo-seo-claude/agent.md?file=geo%2FSKILL.md
- skill 文件：skills/geo-audit/SKILL.md https://madeinred.com/hunt/skills/geo-seo-claude/agent.md?file=skills%2Fgeo-audit%2FSKILL.md
- skill 文件：skills/geo-brand-mentions/SKILL.md https://madeinred.com/hunt/skills/geo-seo-claude/agent.md?file=skills%2Fgeo-brand-mentions%2FSKILL.md
- skill 文件：skills/geo-citability/SKILL.md https://madeinred.com/hunt/skills/geo-seo-claude/agent.md?file=skills%2Fgeo-citability%2FSKILL.md
- skill 文件：skills/geo-compare/SKILL.md https://madeinred.com/hunt/skills/geo-seo-claude/agent.md?file=skills%2Fgeo-compare%2FSKILL.md
- skill 文件：skills/geo-content/SKILL.md https://madeinred.com/hunt/skills/geo-seo-claude/agent.md?file=skills%2Fgeo-content%2FSKILL.md
- skill 文件：skills/geo-crawlers/SKILL.md https://madeinred.com/hunt/skills/geo-seo-claude/agent.md?file=skills%2Fgeo-crawlers%2FSKILL.md
- skill 文件：skills/geo-llmstxt/SKILL.md https://madeinred.com/hunt/skills/geo-seo-claude/agent.md?file=skills%2Fgeo-llmstxt%2FSKILL.md
- skill 文件：skills/geo-platform-optimizer/SKILL.md https://madeinred.com/hunt/skills/geo-seo-claude/agent.md?file=skills%2Fgeo-platform-optimizer%2FSKILL.md
- skill 文件：skills/geo-proposal/SKILL.md https://madeinred.com/hunt/skills/geo-seo-claude/agent.md?file=skills%2Fgeo-proposal%2FSKILL.md
- skill 文件：skills/geo-prospect/SKILL.md https://madeinred.com/hunt/skills/geo-seo-claude/agent.md?file=skills%2Fgeo-prospect%2FSKILL.md
- skill 文件：skills/geo-report-pdf/SKILL.md https://madeinred.com/hunt/skills/geo-seo-claude/agent.md?file=skills%2Fgeo-report-pdf%2FSKILL.md
- skill 文件：skills/geo-report/SKILL.md https://madeinred.com/hunt/skills/geo-seo-claude/agent.md?file=skills%2Fgeo-report%2FSKILL.md
- skill 文件：skills/geo-schema/SKILL.md https://madeinred.com/hunt/skills/geo-seo-claude/agent.md?file=skills%2Fgeo-schema%2FSKILL.md
- skill 文件：skills/geo-technical/SKILL.md https://madeinred.com/hunt/skills/geo-seo-claude/agent.md?file=skills%2Fgeo-technical%2FSKILL.md
- skill 文件：skills/geo-update/SKILL.md https://madeinred.com/hunt/skills/geo-seo-claude/agent.md?file=skills%2Fgeo-update%2FSKILL.md
- readme 文件：README.md https://madeinred.com/hunt/skills/geo-seo-claude/agent.md?file=README.md
- 许可证：MIT
- 运行方式：Claude Code
- 证据等级：listed
- 条目核验日期：2026-10-08
- 风险：scripts
- GitHub stars：10971

### Claude Blog

- 解决什么：同时为 Google 排名和 AI 引用写博客，带交付门禁。
- 适用对象：内容团队
- 输入：选题与资料
- 输出：双优化文章与质检门禁
- 来源：AgriciDaniel/claude-blog https://github.com/AgriciDaniel/claude-blog
- 本站项目与原文：https://madeinred.com/hunt/skills/claude-blog
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/claude-blog/agent.md
- skill 文件：skills/blog-geo/SKILL.md https://madeinred.com/hunt/skills/claude-blog/agent.md?file=skills%2Fblog-geo%2FSKILL.md
- skill 文件：skills/blog-seo-check/SKILL.md https://madeinred.com/hunt/skills/claude-blog/agent.md?file=skills%2Fblog-seo-check%2FSKILL.md
- readme 文件：README.md https://madeinred.com/hunt/skills/claude-blog/agent.md?file=README.md
- 许可证：MIT
- 运行方式：Claude Code
- 证据等级：listed
- 条目核验日期：2026-10-08
- 风险：scripts
- GitHub stars：2343

### SEO GEO Blog Writer

- 解决什么：写同时面向搜索引擎和生成式引用的博客。
- 适用对象：内容团队
- 输入：主题、关键词
- 输出：SEO + GEO 文章草稿
- 来源：weipanux/seo-geo-blog-writer https://github.com/weipanux/seo-geo-blog-writer
- 本站项目与原文：https://madeinred.com/hunt/skills/seo-geo-blog-writer
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/seo-geo-blog-writer/agent.md
- skill 文件：SKILL.md https://madeinred.com/hunt/skills/seo-geo-blog-writer/agent.md?file=SKILL.md
- readme 文件：README.md https://madeinred.com/hunt/skills/seo-geo-blog-writer/agent.md?file=README.md
- 许可证：未在检索中确认
- 运行方式：Claude
- 证据等级：metadata
- 条目核验日期：2026-10-08
- 风险：unknown
- GitHub stars：16

### GEO Content Skill

- 解决什么：按 E-E-A-T 写给 ChatGPT、Perplexity、Gemini、AI Overviews 的 B2B 文章。
- 适用对象：B2B 内容团队
- 输入：主题与证据
- 输出：面向 AI 搜索的文章
- 来源：shirleyhuang105/GEO-content-skill https://github.com/shirleyhuang105/GEO-content-skill
- 本站项目与原文：https://madeinred.com/hunt/skills/geo-content-skill
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/geo-content-skill/agent.md
- skill 文件：SKILL.md https://madeinred.com/hunt/skills/geo-content-skill/agent.md?file=SKILL.md
- readme 文件：README.md https://madeinred.com/hunt/skills/geo-content-skill/agent.md?file=README.md
- 许可证：未在检索中确认
- 运行方式：Claude
- 证据等级：metadata
- 条目核验日期：2026-10-08
- 风险：unknown
- GitHub stars：3

### GEO Content Forge

- 解决什么：把内容锻造成 AI 搜索可引用的形态。
- 适用对象：内容团队
- 输入：草稿或主题
- 输出：可引用内容
- 来源：SevenAILab/geo-content-forge-skill https://github.com/SevenAILab/geo-content-forge-skill
- 本站项目与原文：https://madeinred.com/hunt/skills/geo-content-forge
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/geo-content-forge/agent.md
- skill 文件：geo-content-forge/SKILL.md https://madeinred.com/hunt/skills/geo-content-forge/agent.md?file=geo-content-forge%2FSKILL.md
- readme 文件：README.md https://madeinred.com/hunt/skills/geo-content-forge/agent.md?file=README.md
- 许可证：未在检索中确认
- 运行方式：Claude
- 证据等级：metadata
- 条目核验日期：2026-10-08
- 风险：unknown
- GitHub stars：1

### GEO Skill

- 解决什么：优化内容，提高被 AI 模型引用的机会。
- 适用对象：内容团队
- 输入：页面或站点
- 输出：GEO 优化建议
- 来源：Didgeheads/geo-skill https://github.com/Didgeheads/geo-skill
- 本站项目与原文：https://madeinred.com/hunt/skills/didgeheads-geo
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/didgeheads-geo/agent.md
- readme 文件：README.md https://madeinred.com/hunt/skills/didgeheads-geo/agent.md?file=README.md
- 许可证：未在检索中确认
- 运行方式：Claude Code
- 证据等级：metadata
- 条目核验日期：2026-10-08
- 风险：unknown
- GitHub stars：4

### Genpark Generative SEO

- 解决什么：审计并改写产品文案，提高被生成式搜索引用的概率。
- 适用对象：产品、电商文案
- 输入：产品文案
- 输出：改写后的可引用文案
- 来源：alphaparkinc/genpark-generative-seo-skill https://github.com/alphaparkinc/genpark-generative-seo-skill
- 本站项目与原文：https://madeinred.com/hunt/skills/genpark-seo
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/genpark-seo/agent.md
- readme 文件：README.md https://madeinred.com/hunt/skills/genpark-seo/agent.md?file=README.md
- 许可证：未在检索中确认
- 运行方式：Claude
- 证据等级：metadata
- 条目核验日期：2026-10-08
- 风险：unknown
- GitHub stars：9

### GEO Ghost Stack

- 解决什么：按七层 Ghost Stack 审计并搭建 AI 引用信号。
- 适用对象：开发者、内容工程
- 输入：站点
- 输出：引用信号脚手架
- 来源：blkfoxco/geo-ghost-stack-skill https://github.com/blkfoxco/geo-ghost-stack-skill
- 本站项目与原文：https://madeinred.com/hunt/skills/geo-ghost-stack
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/geo-ghost-stack/agent.md
- skill 文件：geo-ghost-stack/SKILL.md https://madeinred.com/hunt/skills/geo-ghost-stack/agent.md?file=geo-ghost-stack%2FSKILL.md
- readme 文件：README.md https://madeinred.com/hunt/skills/geo-ghost-stack/agent.md?file=README.md
- 许可证：未在检索中确认
- 运行方式：Claude
- 证据等级：metadata
- 条目核验日期：2026-10-08
- 风险：scripts
- GitHub stars：7

### Omni Impact AEO

- 解决什么：用结构化数据和 React 实现指南提高多引擎引用。
- 适用对象：前端、内容工程
- 输入：站点与组件
- 输出：AEO / GEO 实现指南
- 来源：omniimpactlabs/omni-impact-aeo-skill https://github.com/omniimpactlabs/omni-impact-aeo-skill
- 本站项目与原文：https://madeinred.com/hunt/skills/omni-aeo
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/omni-aeo/agent.md
- skill 文件：SKILL.md https://madeinred.com/hunt/skills/omni-aeo/agent.md?file=SKILL.md
- readme 文件：README.md https://madeinred.com/hunt/skills/omni-aeo/agent.md?file=README.md
- 许可证：未在检索中确认
- 运行方式：Claude Code
- 证据等级：metadata
- 条目核验日期：2026-10-08
- 风险：scripts
- GitHub stars：3

### JSON-LD Knowledge Graph

- 解决什么：在 llms.txt 旁边放一份 schema.org 知识图谱，方便模型按实体引用。
- 适用对象：开发者、内容工程
- 输入：稳定的概念结构
- 输出：graph.jsonld
- 来源：shimo4228/jsonld-knowledge-graph https://github.com/shimo4228/jsonld-knowledge-graph
- 本站项目与原文：https://madeinred.com/hunt/skills/jsonld-knowledge-graph
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/jsonld-knowledge-graph/agent.md
- skill 文件：skills/jsonld-knowledge-graph/SKILL.md https://madeinred.com/hunt/skills/jsonld-knowledge-graph/agent.md?file=skills%2Fjsonld-knowledge-graph%2FSKILL.md
- readme 文件：README.md https://madeinred.com/hunt/skills/jsonld-knowledge-graph/agent.md?file=README.md
- 许可证：未在检索中确认
- 运行方式：Claude Code
- 证据等级：metadata
- 条目核验日期：2026-10-08
- 风险：read
- GitHub stars：2

### AI 搜索内容与发现检查

- 解决什么：整理可引用内容、来源证据与网站发现问题，建立持续改进清单。
- 适用对象：内容营销人员与网站作者
- 输入：网站内容、目标问题、品牌背景与可核实来源
- 输出：内容调整建议、发现检查与验证计划
- 使用前准备：按 marketingskills 原文读取 references 和产品背景；监测效果需另外提供真实平台数据。
- 使用边界：社区作者的效果统计未独立验证；内容调整不能保证某个 AI 平台提及或引用。
- 来源：coreyhaines31/marketingskills https://github.com/coreyhaines31/marketingskills
- 本站项目与原文：https://madeinred.com/hunt/skills/ai-seo
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/ai-seo/agent.md
- skill 文件：skills/ai-seo/SKILL.md https://madeinred.com/hunt/skills/ai-seo/agent.md?file=skills%2Fai-seo%2FSKILL.md
- 许可证：MIT
- 运行方式：支持读取 Markdown 的 Agent；执行时按原仓库环境适配
- 证据等级：verified
- 条目核验日期：2026-10-10
- 风险：scripts
- GitHub stars：53974

### AI 搜索缺口转内容分发计划

- 解决什么：把已有 AI 搜索表现中的内容缺口，转成社交内容和排期草稿。
- 适用对象：已使用 SE Ranking 与 Planable 的团队
- 输入：SE Ranking 项目数据、品牌资料与 Planable 工作区
- 输出：缺口说明、渠道文案与内容排期草稿
- 使用前准备：依赖 SE Ranking 和 Planable MCP / 账号，可能付费；外部发布需具备账号权限。
- 使用边界：不能从缺失数据推断访问量或转化；平台排期不等于内容已发布、被搜索收录或被 AI 引用。
- 来源：seranking/seo-skills https://github.com/seranking/seo-skills
- 本站项目与原文：https://madeinred.com/hunt/skills/ai-search-distribution
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/ai-search-distribution/agent.md
- skill 文件：skills/ai-search-gaps-to-social-campaign/SKILL.md https://madeinred.com/hunt/skills/ai-search-distribution/agent.md?file=skills%2Fai-search-gaps-to-social-campaign%2FSKILL.md
- 许可证：MIT
- 运行方式：支持读取 Markdown 的 Agent；执行时按原仓库环境适配
- 证据等级：verified
- 条目核验日期：2026-10-10
- 风险：tokens
- GitHub stars：161

## 09 AI 访问与归因

观察可见的 AI 引荐访问、品牌被提及和转化。

### Agent SEO Kit

- 解决什么：关键词接入、AI 回答引擎监控、证据写作和引用外链拓展。
- 适用对象：SEO 团队
- 输入：关键词、站点、监控范围
- 输出：监控与写作工作流
- 来源：Jasper0122/agent-seo-kit https://github.com/Jasper0122/agent-seo-kit
- 本站项目与原文：https://madeinred.com/hunt/skills/agent-seo-kit
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/agent-seo-kit/agent.md
- skill 文件：skills/geo-monitor/SKILL.md https://madeinred.com/hunt/skills/agent-seo-kit/agent.md?file=skills%2Fgeo-monitor%2FSKILL.md
- skill 文件：skills/seo-intake/SKILL.md https://madeinred.com/hunt/skills/agent-seo-kit/agent.md?file=skills%2Fseo-intake%2FSKILL.md
- skill 文件：skills/backlink-outreach/SKILL.md https://madeinred.com/hunt/skills/agent-seo-kit/agent.md?file=skills%2Fbacklink-outreach%2FSKILL.md
- skill 文件：skills/content-thicken/SKILL.md https://madeinred.com/hunt/skills/agent-seo-kit/agent.md?file=skills%2Fcontent-thicken%2FSKILL.md
- readme 文件：README.md https://madeinred.com/hunt/skills/agent-seo-kit/agent.md?file=README.md
- 许可证：未在检索中确认
- 运行方式：Claude Code
- 证据等级：metadata
- 条目核验日期：2026-10-08
- 风险：tokens
- GitHub stars：8

### LLM Chat Scraper

- 解决什么：抓取 ChatGPT、Gemini、Perplexity、Grok 回答，供 GEO 监控。
- 适用对象：研究者、监控系统
- 输入：问题与引擎
- 输出：回答抓取结果
- 来源：scrapeless-ai/llm-chat-scraper-skill https://github.com/scrapeless-ai/llm-chat-scraper-skill
- 本站项目与原文：https://madeinred.com/hunt/skills/llm-chat-scraper
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/llm-chat-scraper/agent.md
- skill 文件：SKILL.md https://madeinred.com/hunt/skills/llm-chat-scraper/agent.md?file=SKILL.md
- readme 文件：README.md https://madeinred.com/hunt/skills/llm-chat-scraper/agent.md?file=README.md
- 许可证：未声明
- 运行方式：OpenClaw
- 证据等级：metadata
- 条目核验日期：2026-10-08
- 风险：tokens
- GitHub stars：3

### SE Ranking SEO Skills

- 解决什么：内容简报、AI 搜索份额、审计、外链缺口、关键词簇、schema、GEO。
- 适用对象：SEO 团队
- 输入：SE Ranking 数据或可改编的 API 调用
- 输出：简报、份额、审计
- 来源：seranking/seo-skills https://github.com/seranking/seo-skills
- 本站项目与原文：https://madeinred.com/hunt/skills/seranking-seo-skills
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/seranking-seo-skills/agent.md
- skill 文件：skills/seo-geo/SKILL.md https://madeinred.com/hunt/skills/seranking-seo-skills/agent.md?file=skills%2Fseo-geo%2FSKILL.md
- skill 文件：skills/seo-ads/SKILL.md https://madeinred.com/hunt/skills/seranking-seo-skills/agent.md?file=skills%2Fseo-ads%2FSKILL.md
- skill 文件：skills/seo-agency-landing-page/SKILL.md https://madeinred.com/hunt/skills/seranking-seo-skills/agent.md?file=skills%2Fseo-agency-landing-page%2FSKILL.md
- skill 文件：skills/seo-ai-search-share-of-voice/SKILL.md https://madeinred.com/hunt/skills/seranking-seo-skills/agent.md?file=skills%2Fseo-ai-search-share-of-voice%2FSKILL.md
- skill 文件：skills/seo-ai-social-report/SKILL.md https://madeinred.com/hunt/skills/seranking-seo-skills/agent.md?file=skills%2Fseo-ai-social-report%2FSKILL.md
- skill 文件：skills/seo-api/SKILL.md https://madeinred.com/hunt/skills/seranking-seo-skills/agent.md?file=skills%2Fseo-api%2FSKILL.md
- skill 文件：skills/seo-backlink-gap/SKILL.md https://madeinred.com/hunt/skills/seranking-seo-skills/agent.md?file=skills%2Fseo-backlink-gap%2FSKILL.md
- skill 文件：skills/seo-backlinks-profile/SKILL.md https://madeinred.com/hunt/skills/seranking-seo-skills/agent.md?file=skills%2Fseo-backlinks-profile%2FSKILL.md
- skill 文件：skills/seo-competitor-gap-analysis/SKILL.md https://madeinred.com/hunt/skills/seranking-seo-skills/agent.md?file=skills%2Fseo-competitor-gap-analysis%2FSKILL.md
- skill 文件：skills/seo-competitor-pages/SKILL.md https://madeinred.com/hunt/skills/seranking-seo-skills/agent.md?file=skills%2Fseo-competitor-pages%2FSKILL.md
- skill 文件：skills/seo-content-audit/SKILL.md https://madeinred.com/hunt/skills/seranking-seo-skills/agent.md?file=skills%2Fseo-content-audit%2FSKILL.md
- skill 文件：skills/seo-content-brief/SKILL.md https://madeinred.com/hunt/skills/seranking-seo-skills/agent.md?file=skills%2Fseo-content-brief%2FSKILL.md
- skill 文件：skills/seo-drift/SKILL.md https://madeinred.com/hunt/skills/seranking-seo-skills/agent.md?file=skills%2Fseo-drift%2FSKILL.md
- skill 文件：skills/seo-firecrawl/SKILL.md https://madeinred.com/hunt/skills/seranking-seo-skills/agent.md?file=skills%2Fseo-firecrawl%2FSKILL.md
- skill 文件：skills/seo-gaps-to-social-campaign/SKILL.md https://madeinred.com/hunt/skills/seranking-seo-skills/agent.md?file=skills%2Fseo-gaps-to-social-campaign%2FSKILL.md
- skill 文件：skills/seo-google/SKILL.md https://madeinred.com/hunt/skills/seranking-seo-skills/agent.md?file=skills%2Fseo-google%2FSKILL.md
- skill 文件：skills/seo-hreflang/SKILL.md https://madeinred.com/hunt/skills/seranking-seo-skills/agent.md?file=skills%2Fseo-hreflang%2FSKILL.md
- skill 文件：skills/seo-images/SKILL.md https://madeinred.com/hunt/skills/seranking-seo-skills/agent.md?file=skills%2Fseo-images%2FSKILL.md
- skill 文件：skills/seo-keyword-cluster/SKILL.md https://madeinred.com/hunt/skills/seranking-seo-skills/agent.md?file=skills%2Fseo-keyword-cluster%2FSKILL.md
- skill 文件：skills/seo-keyword-niche/SKILL.md https://madeinred.com/hunt/skills/seranking-seo-skills/agent.md?file=skills%2Fseo-keyword-niche%2FSKILL.md
- skill 文件：skills/seo-local/SKILL.md https://madeinred.com/hunt/skills/seranking-seo-skills/agent.md?file=skills%2Fseo-local%2FSKILL.md
- skill 文件：skills/seo-page/SKILL.md https://madeinred.com/hunt/skills/seranking-seo-skills/agent.md?file=skills%2Fseo-page%2FSKILL.md
- skill 文件：skills/seo-plan/SKILL.md https://madeinred.com/hunt/skills/seranking-seo-skills/agent.md?file=skills%2Fseo-plan%2FSKILL.md
- skill 文件：skills/seo-schema/SKILL.md https://madeinred.com/hunt/skills/seranking-seo-skills/agent.md?file=skills%2Fseo-schema%2FSKILL.md
- skill 文件：skills/seo-sitemap/SKILL.md https://madeinred.com/hunt/skills/seranking-seo-skills/agent.md?file=skills%2Fseo-sitemap%2FSKILL.md
- skill 文件：skills/seo-subdomain/SKILL.md https://madeinred.com/hunt/skills/seranking-seo-skills/agent.md?file=skills%2Fseo-subdomain%2FSKILL.md
- skill 文件：skills/seo-sxo/SKILL.md https://madeinred.com/hunt/skills/seranking-seo-skills/agent.md?file=skills%2Fseo-sxo%2FSKILL.md
- skill 文件：skills/seo-technical-audit/SKILL.md https://madeinred.com/hunt/skills/seranking-seo-skills/agent.md?file=skills%2Fseo-technical-audit%2FSKILL.md
- skill 文件：skills/ai-search-gaps-to-social-campaign/SKILL.md https://madeinred.com/hunt/skills/seranking-seo-skills/agent.md?file=skills%2Fai-search-gaps-to-social-campaign%2FSKILL.md
- skill 文件：skills/client-onboarding-proposal/SKILL.md https://madeinred.com/hunt/skills/seranking-seo-skills/agent.md?file=skills%2Fclient-onboarding-proposal%2FSKILL.md
- skill 文件：skills/local-gmb-visibility/SKILL.md https://madeinred.com/hunt/skills/seranking-seo-skills/agent.md?file=skills%2Flocal-gmb-visibility%2FSKILL.md
- skill 文件：skills/site-audit-to-social-distribution/SKILL.md https://madeinred.com/hunt/skills/seranking-seo-skills/agent.md?file=skills%2Fsite-audit-to-social-distribution%2FSKILL.md
- readme 文件：README.md https://madeinred.com/hunt/skills/seranking-seo-skills/agent.md?file=README.md
- 许可证：MIT
- 运行方式：Claude Code / MCP
- 证据等级：listed
- 条目核验日期：2026-10-08
- 风险：tokens
- GitHub stars：156

## 10 Agent / MCP / 目录

找更多 Skills、MCP 数据源和 GEO 工具比较。

### Awesome SEO Agent Skills

- 解决什么：人工核对过的 SEO / GEO Skill 清单，含许可证和更新日期。
- 适用对象：所有想安装 Skill 的人
- 输入：需求类别
- 输出：可筛选的 Skill 列表
- 来源：RankSpotAI/awesome-seo-agent-skills https://github.com/RankSpotAI/awesome-seo-agent-skills
- 本站项目与原文：https://madeinred.com/hunt/skills/awesome-seo-agent-skills
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/awesome-seo-agent-skills/agent.md
- readme 文件：README.md https://madeinred.com/hunt/skills/awesome-seo-agent-skills/agent.md?file=README.md
- 许可证：CC0-1.0
- 运行方式：目录，不直接运行
- 证据等级：listed
- 条目核验日期：2026-10-08
- 风险：read
- GitHub stars：52

### Awesome GEO Tools

- 解决什么：比较 GEO / AI 可见度平台的引擎覆盖、刷新、价格和数据接口。
- 适用对象：采购、研究
- 输入：预算与引擎需求
- 输出：平台比较
- 来源：RankSpotAI/awesome-geo-tools https://github.com/RankSpotAI/awesome-geo-tools
- 本站项目与原文：https://madeinred.com/hunt/skills/awesome-geo-tools
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/awesome-geo-tools/agent.md
- readme 文件：README.md https://madeinred.com/hunt/skills/awesome-geo-tools/agent.md?file=README.md
- 许可证：未在检索中确认
- 运行方式：目录
- 证据等级：listed
- 条目核验日期：2026-10-08
- 风险：read

### Open SEO MCP Skills

- 解决什么：用真实 GSC / GA4 / 广告数据做 SEO 与 GEO，并提供免费 MCP。
- 适用对象：已有 Google 数据的团队
- 输入：GSC / GA4 / ads
- 输出：关键词、排名、审计、AI 可见度
- 来源：Ryze-AI-Adgent/open-seo-mcp-skills https://github.com/Ryze-AI-Adgent/open-seo-mcp-skills
- 本站项目与原文：https://madeinred.com/hunt/skills/open-seo-mcp-skills
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/open-seo-mcp-skills/agent.md
- skill 文件：skills/ai-visibility/SKILL.md https://madeinred.com/hunt/skills/open-seo-mcp-skills/agent.md?file=skills%2Fai-visibility%2FSKILL.md
- skill 文件：skills/seo-audit/SKILL.md https://madeinred.com/hunt/skills/open-seo-mcp-skills/agent.md?file=skills%2Fseo-audit%2FSKILL.md
- skill 文件：skills/seo-vs-ads/SKILL.md https://madeinred.com/hunt/skills/open-seo-mcp-skills/agent.md?file=skills%2Fseo-vs-ads%2FSKILL.md
- skill 文件：skills/backlink-check/SKILL.md https://madeinred.com/hunt/skills/open-seo-mcp-skills/agent.md?file=skills%2Fbacklink-check%2FSKILL.md
- skill 文件：skills/competitor-gap/SKILL.md https://madeinred.com/hunt/skills/open-seo-mcp-skills/agent.md?file=skills%2Fcompetitor-gap%2FSKILL.md
- skill 文件：skills/content-brief/SKILL.md https://madeinred.com/hunt/skills/open-seo-mcp-skills/agent.md?file=skills%2Fcontent-brief%2FSKILL.md
- skill 文件：skills/keyword-research/SKILL.md https://madeinred.com/hunt/skills/open-seo-mcp-skills/agent.md?file=skills%2Fkeyword-research%2FSKILL.md
- skill 文件：skills/rank-tracking/SKILL.md https://madeinred.com/hunt/skills/open-seo-mcp-skills/agent.md?file=skills%2Frank-tracking%2FSKILL.md
- readme 文件：README.md https://madeinred.com/hunt/skills/open-seo-mcp-skills/agent.md?file=README.md
- 许可证：MIT
- 运行方式：Claude / MCP
- 证据等级：metadata
- 条目核验日期：2026-10-08
- 风险：tokens
- GitHub stars：4551

### skills.sh

- 解决什么：开放的 Agent Skills 市场，可用一行命令安装。
- 适用对象：所有 Agent 使用者
- 输入：搜索词
- 输出：可安装 Skill
- 来源：skills.sh https://skills.sh
- 本站项目与原文：https://madeinred.com/hunt/skills/skills-sh
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/skills-sh/agent.md
- 许可证：各 Skill 自有
- 运行方式：npx skills add
- 证据等级：listed
- 条目核验日期：2026-10-08
- 风险：unknown

### Awesome Agent Skills

- 解决什么：跨类别的大规模 Skill 清单，可从中再筛 GEO。
- 适用对象：Agent 开发者
- 输入：类别
- 输出：综合 Skill 列表
- 来源：VoltAgent/awesome-agent-skills https://github.com/VoltAgent/awesome-agent-skills
- 本站项目与原文：https://madeinred.com/hunt/skills/awesome-agent-skills
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/awesome-agent-skills/agent.md
- readme 文件：README.md https://madeinred.com/hunt/skills/awesome-agent-skills/agent.md?file=README.md
- 许可证：未在检索中确认
- 运行方式：目录
- 证据等级：listed
- 条目核验日期：2026-10-08
- 风险：read

### Awesome Claude Skills

- 解决什么：通用 Claude Skills 清单，可从中继续筛选 GEO。
- 适用对象：Agent 使用者
- 输入：类别
- 输出：综合清单
- 来源：travisvn/awesome-claude-skills https://github.com/travisvn/awesome-claude-skills
- 本站项目与原文：https://madeinred.com/hunt/skills/travisvn-claude-skills
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/travisvn-claude-skills/agent.md
- readme 文件：README.md https://madeinred.com/hunt/skills/travisvn-claude-skills/agent.md?file=README.md
- 许可证：未在检索中确认
- 运行方式：目录
- 证据等级：listed
- 条目核验日期：2026-10-08
- 风险：read

## 11 大型技能包

含 GEO 的大型 SEO / 营销技能包，适合先浏览再精选安装。

### Claude SEO

- 解决什么：26 个子技能覆盖技术 SEO、E-E-A-T、schema、GEO/AEO、llms.txt 和报告。
- 适用对象：SEO 团队、代理商
- 输入：网站与数据源
- 输出：全套 SEO / GEO 工作流
- 来源：AgriciDaniel/claude-seo https://github.com/AgriciDaniel/claude-seo
- 本站项目与原文：https://madeinred.com/hunt/skills/claude-seo
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/claude-seo/agent.md
- skill 文件：skills/seo-geo/SKILL.md https://madeinred.com/hunt/skills/claude-seo/agent.md?file=skills%2Fseo-geo%2FSKILL.md
- skill 文件：extensions/ahrefs/skills/seo-ahrefs/SKILL.md https://madeinred.com/hunt/skills/claude-seo/agent.md?file=extensions%2Fahrefs%2Fskills%2Fseo-ahrefs%2FSKILL.md
- skill 文件：extensions/banana/skills/seo-image-gen/SKILL.md https://madeinred.com/hunt/skills/claude-seo/agent.md?file=extensions%2Fbanana%2Fskills%2Fseo-image-gen%2FSKILL.md
- skill 文件：extensions/bing-webmaster/skills/seo-bing/SKILL.md https://madeinred.com/hunt/skills/claude-seo/agent.md?file=extensions%2Fbing-webmaster%2Fskills%2Fseo-bing%2FSKILL.md
- skill 文件：extensions/dataforseo/skills/seo-dataforseo/SKILL.md https://madeinred.com/hunt/skills/claude-seo/agent.md?file=extensions%2Fdataforseo%2Fskills%2Fseo-dataforseo%2FSKILL.md
- skill 文件：extensions/firecrawl/skills/seo-firecrawl/SKILL.md https://madeinred.com/hunt/skills/claude-seo/agent.md?file=extensions%2Ffirecrawl%2Fskills%2Fseo-firecrawl%2FSKILL.md
- skill 文件：extensions/matomo/skills/seo-matomo/SKILL.md https://madeinred.com/hunt/skills/claude-seo/agent.md?file=extensions%2Fmatomo%2Fskills%2Fseo-matomo%2FSKILL.md
- skill 文件：extensions/profound/skills/seo-profound/SKILL.md https://madeinred.com/hunt/skills/claude-seo/agent.md?file=extensions%2Fprofound%2Fskills%2Fseo-profound%2FSKILL.md
- skill 文件：extensions/seranking/skills/seo-seranking/SKILL.md https://madeinred.com/hunt/skills/claude-seo/agent.md?file=extensions%2Fseranking%2Fskills%2Fseo-seranking%2FSKILL.md
- skill 文件：extensions/unlighthouse/skills/seo-unlighthouse/SKILL.md https://madeinred.com/hunt/skills/claude-seo/agent.md?file=extensions%2Funlighthouse%2Fskills%2Fseo-unlighthouse%2FSKILL.md
- skill 文件：skills/seo-agentic/SKILL.md https://madeinred.com/hunt/skills/claude-seo/agent.md?file=skills%2Fseo-agentic%2FSKILL.md
- skill 文件：skills/seo-audit/SKILL.md https://madeinred.com/hunt/skills/claude-seo/agent.md?file=skills%2Fseo-audit%2FSKILL.md
- skill 文件：skills/seo-backlinks/SKILL.md https://madeinred.com/hunt/skills/claude-seo/agent.md?file=skills%2Fseo-backlinks%2FSKILL.md
- skill 文件：skills/seo-cluster/SKILL.md https://madeinred.com/hunt/skills/claude-seo/agent.md?file=skills%2Fseo-cluster%2FSKILL.md
- skill 文件：skills/seo-competitor-pages/SKILL.md https://madeinred.com/hunt/skills/claude-seo/agent.md?file=skills%2Fseo-competitor-pages%2FSKILL.md
- skill 文件：skills/seo-content-brief/SKILL.md https://madeinred.com/hunt/skills/claude-seo/agent.md?file=skills%2Fseo-content-brief%2FSKILL.md
- skill 文件：skills/seo-content/SKILL.md https://madeinred.com/hunt/skills/claude-seo/agent.md?file=skills%2Fseo-content%2FSKILL.md
- skill 文件：skills/seo-dataforseo/SKILL.md https://madeinred.com/hunt/skills/claude-seo/agent.md?file=skills%2Fseo-dataforseo%2FSKILL.md
- skill 文件：skills/seo-drift/SKILL.md https://madeinred.com/hunt/skills/claude-seo/agent.md?file=skills%2Fseo-drift%2FSKILL.md
- skill 文件：skills/seo-ecommerce/SKILL.md https://madeinred.com/hunt/skills/claude-seo/agent.md?file=skills%2Fseo-ecommerce%2FSKILL.md
- skill 文件：skills/seo-flow/SKILL.md https://madeinred.com/hunt/skills/claude-seo/agent.md?file=skills%2Fseo-flow%2FSKILL.md
- skill 文件：skills/seo-google/SKILL.md https://madeinred.com/hunt/skills/claude-seo/agent.md?file=skills%2Fseo-google%2FSKILL.md
- skill 文件：skills/seo-hreflang/SKILL.md https://madeinred.com/hunt/skills/claude-seo/agent.md?file=skills%2Fseo-hreflang%2FSKILL.md
- skill 文件：skills/seo-image-gen/SKILL.md https://madeinred.com/hunt/skills/claude-seo/agent.md?file=skills%2Fseo-image-gen%2FSKILL.md
- skill 文件：skills/seo-images/SKILL.md https://madeinred.com/hunt/skills/claude-seo/agent.md?file=skills%2Fseo-images%2FSKILL.md
- skill 文件：skills/seo-local/SKILL.md https://madeinred.com/hunt/skills/claude-seo/agent.md?file=skills%2Fseo-local%2FSKILL.md
- skill 文件：skills/seo-maps/SKILL.md https://madeinred.com/hunt/skills/claude-seo/agent.md?file=skills%2Fseo-maps%2FSKILL.md
- skill 文件：skills/seo-page/SKILL.md https://madeinred.com/hunt/skills/claude-seo/agent.md?file=skills%2Fseo-page%2FSKILL.md
- skill 文件：skills/seo-plan/SKILL.md https://madeinred.com/hunt/skills/claude-seo/agent.md?file=skills%2Fseo-plan%2FSKILL.md
- skill 文件：skills/seo-programmatic/SKILL.md https://madeinred.com/hunt/skills/claude-seo/agent.md?file=skills%2Fseo-programmatic%2FSKILL.md
- skill 文件：skills/seo-schema/SKILL.md https://madeinred.com/hunt/skills/claude-seo/agent.md?file=skills%2Fseo-schema%2FSKILL.md
- skill 文件：skills/seo-sitemap/SKILL.md https://madeinred.com/hunt/skills/claude-seo/agent.md?file=skills%2Fseo-sitemap%2FSKILL.md
- skill 文件：skills/seo-sxo/SKILL.md https://madeinred.com/hunt/skills/claude-seo/agent.md?file=skills%2Fseo-sxo%2FSKILL.md
- skill 文件：skills/seo-technical/SKILL.md https://madeinred.com/hunt/skills/claude-seo/agent.md?file=skills%2Fseo-technical%2FSKILL.md
- skill 文件：skills/seo/SKILL.md https://madeinred.com/hunt/skills/claude-seo/agent.md?file=skills%2Fseo%2FSKILL.md
- readme 文件：README.md https://madeinred.com/hunt/skills/claude-seo/agent.md?file=README.md
- 许可证：MIT
- 运行方式：Claude Code
- 证据等级：listed
- 条目核验日期：2026-10-08
- 风险：tokens
- GitHub stars：18508

### Marketing Skills

- 解决什么：目前生态里体量最大的营销技能包，含 SEO 与增长。
- 适用对象：市场团队
- 输入：营销任务
- 输出：CRO、文案、SEO、分析技能
- 来源：coreyhaines31/marketingskills https://github.com/coreyhaines31/marketingskills
- 本站项目与原文：https://madeinred.com/hunt/skills/marketing-skills-corey
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md
- skill 文件：skills/ai-seo/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Fai-seo%2FSKILL.md
- skill 文件：skills/programmatic-seo/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Fprogrammatic-seo%2FSKILL.md
- skill 文件：skills/seo-audit/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Fseo-audit%2FSKILL.md
- skill 文件：skills/ab-testing/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Fab-testing%2FSKILL.md
- skill 文件：skills/ad-creative/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Fad-creative%2FSKILL.md
- skill 文件：skills/ads/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Fads%2FSKILL.md
- skill 文件：skills/analytics/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Fanalytics%2FSKILL.md
- skill 文件：skills/aso/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Faso%2FSKILL.md
- skill 文件：skills/attribution/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Fattribution%2FSKILL.md
- skill 文件：skills/churn-prevention/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Fchurn-prevention%2FSKILL.md
- skill 文件：skills/co-marketing/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Fco-marketing%2FSKILL.md
- skill 文件：skills/cold-email/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Fcold-email%2FSKILL.md
- skill 文件：skills/community-marketing/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Fcommunity-marketing%2FSKILL.md
- skill 文件：skills/competitor-profiling/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Fcompetitor-profiling%2FSKILL.md
- skill 文件：skills/competitors/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Fcompetitors%2FSKILL.md
- skill 文件：skills/content-strategy/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Fcontent-strategy%2FSKILL.md
- skill 文件：skills/copy-editing/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Fcopy-editing%2FSKILL.md
- skill 文件：skills/copywriting/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Fcopywriting%2FSKILL.md
- skill 文件：skills/cro/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Fcro%2FSKILL.md
- skill 文件：skills/customer-research/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Fcustomer-research%2FSKILL.md
- skill 文件：skills/directory-submissions/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Fdirectory-submissions%2FSKILL.md
- skill 文件：skills/emails/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Femails%2FSKILL.md
- skill 文件：skills/events/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Fevents%2FSKILL.md
- skill 文件：skills/free-tools/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Ffree-tools%2FSKILL.md
- skill 文件：skills/image/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Fimage%2FSKILL.md
- skill 文件：skills/influencer-marketing/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Finfluencer-marketing%2FSKILL.md
- skill 文件：skills/launch/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Flaunch%2FSKILL.md
- skill 文件：skills/lead-magnets/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Flead-magnets%2FSKILL.md
- skill 文件：skills/marketing-council/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Fmarketing-council%2FSKILL.md
- skill 文件：skills/marketing-ideas/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Fmarketing-ideas%2FSKILL.md
- skill 文件：skills/marketing-loops/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Fmarketing-loops%2FSKILL.md
- skill 文件：skills/marketing-plan/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Fmarketing-plan%2FSKILL.md
- skill 文件：skills/marketing-psychology/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Fmarketing-psychology%2FSKILL.md
- skill 文件：skills/offers/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Foffers%2FSKILL.md
- skill 文件：skills/onboarding/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Fonboarding%2FSKILL.md
- skill 文件：skills/paywalls/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Fpaywalls%2FSKILL.md
- skill 文件：skills/popups/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Fpopups%2FSKILL.md
- skill 文件：skills/pricing/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Fpricing%2FSKILL.md
- skill 文件：skills/product-marketing/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Fproduct-marketing%2FSKILL.md
- skill 文件：skills/prospecting/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Fprospecting%2FSKILL.md
- skill 文件：skills/public-relations/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Fpublic-relations%2FSKILL.md
- skill 文件：skills/referrals/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Freferrals%2FSKILL.md
- skill 文件：skills/revops/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Frevops%2FSKILL.md
- skill 文件：skills/sales-enablement/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Fsales-enablement%2FSKILL.md
- skill 文件：skills/schema/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Fschema%2FSKILL.md
- skill 文件：skills/signup/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Fsignup%2FSKILL.md
- skill 文件：skills/site-architecture/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Fsite-architecture%2FSKILL.md
- skill 文件：skills/sms/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Fsms%2FSKILL.md
- skill 文件：skills/social/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Fsocial%2FSKILL.md
- skill 文件：skills/video/SKILL.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=skills%2Fvideo%2FSKILL.md
- readme 文件：README.md https://madeinred.com/hunt/skills/marketing-skills-corey/agent.md?file=README.md
- 许可证：MIT
- 运行方式：Claude Code
- 证据等级：listed
- 条目核验日期：2026-10-08
- 风险：scripts
- GitHub stars：53306

### Aaron Marketing Skills

- 解决什么：120 个营销技能，含 16 个 SEO / GEO 技能和引用门禁。
- 适用对象：市场团队
- 输入：营销任务
- 输出：可组合的技能或 8 bot 团队
- 来源：aaron-he-zhu/aaron-marketing-skills https://github.com/aaron-he-zhu/aaron-marketing-skills
- 本站项目与原文：https://madeinred.com/hunt/skills/aaron-marketing-skills
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md
- skill 文件：seo-geo/evaluate/domain-authority-auditor/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=seo-geo%2Fevaluate%2Fdomain-authority-auditor%2FSKILL.md
- skill 文件：seo-geo/evaluate/offsite-signal-analyzer/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=seo-geo%2Fevaluate%2Foffsite-signal-analyzer%2FSKILL.md
- skill 文件：seo-geo/evaluate/performance-monitor/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=seo-geo%2Fevaluate%2Fperformance-monitor%2FSKILL.md
- skill 文件：seo-geo/evaluate/rank-tracker/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=seo-geo%2Fevaluate%2Frank-tracker%2FSKILL.md
- skill 文件：seo-geo/implement/content-writer/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=seo-geo%2Fimplement%2Fcontent-writer%2FSKILL.md
- skill 文件：seo-geo/implement/geo-content-optimizer/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=seo-geo%2Fimplement%2Fgeo-content-optimizer%2FSKILL.md
- skill 文件：seo-geo/implement/page-play-builder/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=seo-geo%2Fimplement%2Fpage-play-builder%2FSKILL.md
- skill 文件：seo-geo/implement/serp-markup-builder/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=seo-geo%2Fimplement%2Fserp-markup-builder%2FSKILL.md
- skill 文件：seo-geo/survey/competitor-analysis/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=seo-geo%2Fsurvey%2Fcompetitor-analysis%2FSKILL.md
- skill 文件：seo-geo/survey/content-gap-analysis/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=seo-geo%2Fsurvey%2Fcontent-gap-analysis%2FSKILL.md
- skill 文件：seo-geo/survey/keyword-research/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=seo-geo%2Fsurvey%2Fkeyword-research%2FSKILL.md
- skill 文件：seo-geo/survey/serp-analysis/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=seo-geo%2Fsurvey%2Fserp-analysis%2FSKILL.md
- skill 文件：seo-geo/tune/content-quality-auditor/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=seo-geo%2Ftune%2Fcontent-quality-auditor%2FSKILL.md
- skill 文件：seo-geo/tune/on-page-seo-checker/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=seo-geo%2Ftune%2Fon-page-seo-checker%2FSKILL.md
- skill 文件：seo-geo/tune/site-structure-optimizer/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=seo-geo%2Ftune%2Fsite-structure-optimizer%2FSKILL.md
- skill 文件：seo-geo/tune/technical-seo-checker/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=seo-geo%2Ftune%2Ftechnical-seo-checker%2FSKILL.md
- skill 文件：ad/activate/ad-account-auditor/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=ad%2Factivate%2Fad-account-auditor%2FSKILL.md
- skill 文件：ad/activate/conversion-signal-qa/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=ad%2Factivate%2Fconversion-signal-qa%2FSKILL.md
- skill 文件：ad/activate/conversion-value-mapper/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=ad%2Factivate%2Fconversion-value-mapper%2FSKILL.md
- skill 文件：ad/activate/placement-exclusion-manager/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=ad%2Factivate%2Fplacement-exclusion-manager%2FSKILL.md
- skill 文件：ad/orchestrate/ad-creative-builder/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=ad%2Forchestrate%2Fad-creative-builder%2FSKILL.md
- skill 文件：ad/orchestrate/ad-test-designer/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=ad%2Forchestrate%2Fad-test-designer%2FSKILL.md
- skill 文件：ad/orchestrate/bid-strategy-planner/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=ad%2Forchestrate%2Fbid-strategy-planner%2FSKILL.md
- skill 文件：ad/orchestrate/landing-experience-checker/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=ad%2Forchestrate%2Flanding-experience-checker%2FSKILL.md
- skill 文件：ad/research/audience-segment-builder/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=ad%2Fresearch%2Faudience-segment-builder%2FSKILL.md
- skill 文件：ad/research/campaign-architect/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=ad%2Fresearch%2Fcampaign-architect%2FSKILL.md
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- skill 文件：influencer/scout/trend-spotter/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=influencer%2Fscout%2Ftrend-spotter%2FSKILL.md
- skill 文件：influencer/target/brief-generator/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=influencer%2Ftarget%2Fbrief-generator%2FSKILL.md
- skill 文件：influencer/target/budget-optimizer/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=influencer%2Ftarget%2Fbudget-optimizer%2FSKILL.md
- skill 文件：influencer/target/campaign-planner/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=influencer%2Ftarget%2Fcampaign-planner%2FSKILL.md
- skill 文件：influencer/target/competitor-tracker/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=influencer%2Ftarget%2Fcompetitor-tracker%2FSKILL.md
- skill 文件：launch/assemble/launch-asset-packager/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=launch%2Fassemble%2Flaunch-asset-packager%2FSKILL.md
- skill 文件：launch/assemble/message-house-builder/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=launch%2Fassemble%2Fmessage-house-builder%2FSKILL.md
- skill 文件：launch/assemble/pricing-packaging-planner/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=launch%2Fassemble%2Fpricing-packaging-planner%2FSKILL.md
- skill 文件：launch/assemble/sales-enablement-kit/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=launch%2Fassemble%2Fsales-enablement-kit%2FSKILL.md
- skill 文件：launch/mobilize/community-launch-runner/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=launch%2Fmobilize%2Fcommunity-launch-runner%2FSKILL.md
- skill 文件：launch/mobilize/launch-day-conductor/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=launch%2Fmobilize%2Flaunch-day-conductor%2FSKILL.md
- skill 文件：launch/mobilize/launch-readiness-auditor/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=launch%2Fmobilize%2Flaunch-readiness-auditor%2FSKILL.md
- skill 文件：launch/mobilize/press-media-relations/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=launch%2Fmobilize%2Fpress-media-relations%2FSKILL.md
- skill 文件：launch/prove/launch-feedback-synthesizer/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=launch%2Fprove%2Flaunch-feedback-synthesizer%2FSKILL.md
- skill 文件：launch/prove/launch-monitor/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=launch%2Fprove%2Flaunch-monitor%2FSKILL.md
- skill 文件：launch/prove/launch-retro-analyzer/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=launch%2Fprove%2Flaunch-retro-analyzer%2FSKILL.md
- skill 文件：launch/prove/momentum-planner/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=launch%2Fprove%2Fmomentum-planner%2FSKILL.md
- skill 文件：launch/research/early-access-designer/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=launch%2Fresearch%2Fearly-access-designer%2FSKILL.md
- skill 文件：launch/research/launch-tier-planner/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=launch%2Fresearch%2Flaunch-tier-planner%2FSKILL.md
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- skill 文件：narrative/land/narrative-enablement-kit/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=narrative%2Fland%2Fnarrative-enablement-kit%2FSKILL.md
- skill 文件：narrative/land/pitch-narrative-builder/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=narrative%2Fland%2Fpitch-narrative-builder%2FSKILL.md
- skill 文件：narrative/land/proof-point-packager/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=narrative%2Fland%2Fproof-point-packager%2FSKILL.md
- skill 文件：narrative/trace/audience-belief-mapper/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=narrative%2Ftrace%2Faudience-belief-mapper%2FSKILL.md
- skill 文件：narrative/trace/category-narrative-mapper/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=narrative%2Ftrace%2Fcategory-narrative-mapper%2FSKILL.md
- skill 文件：narrative/trace/narrative-baseline-mapper/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=narrative%2Ftrace%2Fnarrative-baseline-mapper%2FSKILL.md
- skill 文件：narrative/trace/positioning-truth-tracer/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=narrative%2Ftrace%2Fpositioning-truth-tracer%2FSKILL.md
- skill 文件：protocol/channel-registry/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=protocol%2Fchannel-registry%2FSKILL.md
- skill 文件：protocol/consent-registry/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=protocol%2Fconsent-registry%2FSKILL.md
- skill 文件：protocol/creator-registry/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=protocol%2Fcreator-registry%2FSKILL.md
- skill 文件：protocol/entity-registry/SKILL.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=protocol%2Fentity-registry%2FSKILL.md
- readme 文件：README.md https://madeinred.com/hunt/skills/aaron-marketing-skills/agent.md?file=README.md
- 许可证：Apache-2.0
- 运行方式：Claude / Codex / Cursor
- 证据等级：listed
- 条目核验日期：2026-10-08
- 风险：scripts
- GitHub stars：2884

### Fire Your SEO Agency

- 解决什么：用一个技能包覆盖 SEO、AEO、GEO、LLMO、Naver NEO 审计。
- 适用对象：中小站长
- 输入：网站
- 输出：多引擎优化审计
- 来源：leopard627/fire-your-seo-agency https://github.com/leopard627/fire-your-seo-agency
- 本站项目与原文：https://madeinred.com/hunt/skills/fire-your-seo-agency
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/fire-your-seo-agency/agent.md
- skill 文件：SKILL.md https://madeinred.com/hunt/skills/fire-your-seo-agency/agent.md?file=SKILL.md
- readme 文件：README.md https://madeinred.com/hunt/skills/fire-your-seo-agency/agent.md?file=README.md
- 许可证：MIT
- 运行方式：Claude Code
- 证据等级：listed
- 条目核验日期：2026-10-08
- 风险：scripts
- GitHub stars：707

### Notfair Plugin

- 解决什么：开源 SEO、GEO 和营销技能插件。
- 适用对象：Agent 使用者
- 输入：营销或 SEO 任务
- 输出：可安装插件技能
- 来源：nowork-studio/notfair-plugin https://github.com/nowork-studio/notfair-plugin
- 本站项目与原文：https://madeinred.com/hunt/skills/notfair-plugin
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/notfair-plugin/agent.md
- skill 文件：seo/seo-page/SKILL.md https://madeinred.com/hunt/skills/notfair-plugin/agent.md?file=seo%2Fseo-page%2FSKILL.md
- skill 文件：seo/seo-drift/SKILL.md https://madeinred.com/hunt/skills/notfair-plugin/agent.md?file=seo%2Fseo-drift%2FSKILL.md
- skill 文件：seo/sitemap-audit/SKILL.md https://madeinred.com/hunt/skills/notfair-plugin/agent.md?file=seo%2Fsitemap-audit%2FSKILL.md
- skill 文件：seo/sxo/SKILL.md https://madeinred.com/hunt/skills/notfair-plugin/agent.md?file=seo%2Fsxo%2FSKILL.md
- skill 文件：skills/schema-markup-generator/SKILL.md https://madeinred.com/hunt/skills/notfair-plugin/agent.md?file=skills%2Fschema-markup-generator%2FSKILL.md
- readme 文件：README.md https://madeinred.com/hunt/skills/notfair-plugin/agent.md?file=README.md
- 许可证：MIT
- 运行方式：Claude / Agent
- 证据等级：metadata
- 条目核验日期：2026-10-08
- 风险：scripts
- GitHub stars：3908

### Codex SEO

- 解决什么：面向 Codex 的 SEO 套件，含 GEO/AEO、schema、外链和确定性报告。
- 适用对象：Codex 使用者
- 输入：网站与可选数据源
- 输出：26 个工作流和报告
- 来源：AgriciDaniel/codex-seo https://github.com/AgriciDaniel/codex-seo
- 本站项目与原文：https://madeinred.com/hunt/skills/codex-seo
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/codex-seo/agent.md
- skill 文件：skills/seo-geo/SKILL.md https://madeinred.com/hunt/skills/codex-seo/agent.md?file=skills%2Fseo-geo%2FSKILL.md
- skill 文件：skills/seo-audit/SKILL.md https://madeinred.com/hunt/skills/codex-seo/agent.md?file=skills%2Fseo-audit%2FSKILL.md
- skill 文件：skills/seo-content/SKILL.md https://madeinred.com/hunt/skills/codex-seo/agent.md?file=skills%2Fseo-content%2FSKILL.md
- skill 文件：skills/seo-schema/SKILL.md https://madeinred.com/hunt/skills/codex-seo/agent.md?file=skills%2Fseo-schema%2FSKILL.md
- skill 文件：skills/seo-technical/SKILL.md https://madeinred.com/hunt/skills/codex-seo/agent.md?file=skills%2Fseo-technical%2FSKILL.md
- readme 文件：README.md https://madeinred.com/hunt/skills/codex-seo/agent.md?file=README.md
- 许可证：未完整声明
- 运行方式：Codex
- 证据等级：listed
- 条目核验日期：2026-10-08
- 风险：tokens
- GitHub stars：793

### Agentic SEO Skill

- 解决什么：LLM 优先的 SEO 分析，16 个子技能和 10 个专项 agent。
- 适用对象：SEO 工程
- 输入：网站
- 输出：分析与专项代理结果
- 来源：Bhanunamikaze/Agentic-SEO-Skill https://github.com/Bhanunamikaze/Agentic-SEO-Skill
- 本站项目与原文：https://madeinred.com/hunt/skills/agentic-seo-skill
- 给 Agent 的使用材料：https://madeinred.com/hunt/skills/agentic-seo-skill/agent.md
- skill 文件：SKILL.md https://madeinred.com/hunt/skills/agentic-seo-skill/agent.md?file=SKILL.md
- readme 文件：README.md https://madeinred.com/hunt/skills/agentic-seo-skill/agent.md?file=README.md
- 许可证：MIT
- 运行方式：Claude / Codex
- 证据等级：listed
- 条目核验日期：2026-10-08
- 风险：scripts
- GitHub stars：947