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Agent Skill · 研究检索

github-seo(GitHub SEO 搜索)

用于围绕 GitHub 仓库、Issue、Pull Request、分支、提交和代码协作流程提供辅助能力。它适合让 Agent 查询项目状态、整理变更、辅助创建或检查协作事项,并把仓库中的信息转成可执行的下一步。使用时需要区分只读查询和写入操作;涉及创建 PR、修改 Issue、推送分支或访问私有仓库时,应确认 token 权限、目标仓库范围和用户授权。

github-seo 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为只读;许可证信息还不明确,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 35,843。

总安装 2,020周安装 85GitHub Stars 409下载 707核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:github-seo(GitHub SEO 搜索)
来源仓库:https://github.com/kostja94/marketing-skills
仓库路径:skills/github-seo
安装命令:
npx skills add https://github.com/kostja94/marketing-skills --skill github-seo
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/kostja94/marketing-skills --skill github-seo

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

优化 GitHub 仓库可见性的搜索引擎工具。分析关键词排名与元数据表现。适用宿主包括 Codex、Claude、Cursor、Gemini CLI,接入前应确认版本、权限和运行环境要求。助力开源项目获取更多关注与贡献。部分功能可能受限于平台公开数据接口。

github-seo 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

来源仓库内路径:skills/github-seo

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/kostja94/marketing-skills --skill github-seo;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它标注为只读,先用只读任务试一次,确认行为符合预期再扩大使用范围。

常见问题

6 条

github-seo 怎么安装?

在终端执行 npx skills add https://github.com/kostja94/marketing-skills --skill github-seo。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

github-seo 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

github-seo 需要什么权限?

权限级别是只读。该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

github-seo 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

github-seo 用的人多吗?

公开数据是累计安装 2,020 次,近一周安装 85 次,下载 707 次,GitHub 409 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

github-seo 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 第三方扫描已通过,常见的高风险行为没有命中。
  • 标注为只读权限,试用阶段不容易误改本地文件。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。
  • 只想先试试效果、不希望它改动本地文件的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
github-seo

GitHub SEO 搜索 · 本页

2,020409只读未明确通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Platforms: GitHub

Guides GitHub for parasite SEO, GEO (AI citation), and curated list creation. GitHub is a Tier 2 Technical Authority platform—high domain authority, fast indexing, very high AI citation probability. Use for repos, README, GitHub Pages, gists, and Awesome-style navigation lists.

When invoking: On first use, if helpful, open with 1–2 sentences on what this skill covers and why it matters, then provide the main output. On subsequent use or when the user asks to skip, go directly to the main output.

Why GitHub for SEO

FactorEffect
Domain authorityHigh DA; repos, gists, Pages rank well
Fast indexingSearch engines crawl GitHub frequently
AI citationChatGPT, Perplexity cite GitHub for technical queries; Tier 2 in GEO framework
Technical expertiseStrong expertise signals; structured docs become AI reference material
Cross-platformShare across Dev.to, Stack Overflow, forums; amplifies visibility

Use Cases

Use caseFormatPurpose
Parasite SEORepos, README, Pages, gistsLeverage GitHub authority for rankings and backlinks
GEODocumentation, tutorials, curated listsAI tools cite GitHub for technical answers
Curated / navigation listsAwesome-style reposTopic-specific resource directories; backlinks, discovery

Repository Name, About & README (SEO/GEO Priority)

Ranking weight (GitHub + Google): Repository name & About ≈ highest; Topics ≈ high; README ≈ high.

Repository Name

PracticeGuideline
DescriptiveHint at what the project does
Keyword-richInclude primary keywords (markdown-editor not my-project)
HyphensSeparate words (react-component-library)
ConciseShorter = memorable, shareable

About Section (Description)

LimitGuideline
350 charsHard limit; GitHub enforces
~128 charsOptimal for brevity; often displayed fully
ContentPrimary keyword + natural variations; what it does, who it's for; link to website or docs if space

Example: "A fast, lightweight markdown editor for React with live preview, syntax highlighting, and export to PDF. Built with TypeScript."

Topics

LimitGuideline
6–20 topicsMax 20; 6–10 recommended
~50 chars eachPer topic
FormatLowercase, hyphens, numbers only
MixTechnology (react, python), purpose (cli, library), category (seo, ai-tools), community (hacktoberfest)

Underutilized but highly effective for discoverability and GEO.

README Structure & Components

SectionPurposeSEO/GEO
Title + taglineH1 + 1–2 sentence summary; keywords in first paragraphCritical; first 100 words weighted
Table of contentsLinks to H2/H3; for READMEs >500 wordsNavigation; crawlability
Installation / Quick startPrerequisites; exact commands; copy-paste readyUse-case clarity
Usage examplesCode blocks; common scenariosCitable; extractable
Screenshots / GIFsDemo, output; alt text requiredEngagement; accessibility
BadgesBuild, version, licenseTrust signals
ContributingLink to CONTRIBUTING.mdCommunity signal
LicenseLink to LICENSECompleteness

Word count: No hard limit; 500–1,500 words typical for product repos. Lead with value; expand later.

README GEO / AI Citation

PracticeGuideline
Answer-firstDirect answer in first 1–2 sentences (40–60 words)
Short paragraphs2–3 sentences max; extractable clarity
Question-style headingsH2/H3 as questions where relevant
Data inclusionStats, numbers; cited content ~40% more likely to include data
FreshnessUpdate regularly; ~76% of cited content updated within 30 days

Entity signals: Clear project name, author, maintainer; consistent identity.

README Checklist

  • Project title with keywords
  • Concise description in first paragraph
  • H2/H3 structure; alt text for images
  • Installation + usage examples
  • Screenshots or demo
  • Badges; Contributing; License
  • Internal links to related docs/repos
  • 6–20 topics on repo

Parasite SEO on GitHub

Key Surfaces

SurfaceUse
READMELanding page for repo; keyword-optimized summary, headings, links
GitHub PagesStatic site; blog, FAQ, docs; additional ranking opportunities
GistsMicro-content; long-tail keywords; link to repos or external resources
WikiKeyword-rich documentation
IssuesQ&A, discussions; indexable

Optimization

ElementPractice
Repository titlePrimary keywords; descriptive; hyphens
About350 chars max; keyword-rich; primary keyword + natural variations
DescriptionSecondary keywords; link to website or resources
READMEKeyword-optimized summary first; headings, bullet points; screenshots; links to docs, tutorials
Topics / tags6–20 relevant topics; 50 chars each
GitHub PagesMobile-friendly; metadata; blog/FAQ for extra keywords

Gists for Micro-Content

  • Target specific long-tail keywords
  • Link back to larger repos or external resources
  • Share code snippets, small utilities

Community Engagement

  • Respond to issues and PRs; builds trust
  • Contribute to popular projects; backlinks, visibility
  • Keep repos updated; outdated = lower credibility

GEO on GitHub

FactorPractice
README clarityClear, citable paragraphs; direct answers
DocumentationStructured; AI tools parse well
Entity signalsClear project, author identity
ConsistencyActive maintenance; engagement (stars, forks, watchers)

Curated / Navigation Lists (Awesome-Style)

Awesome lists = Curated, topic-specific resource lists on GitHub. Function like navigation directories; high traffic, backlinks, discovery. sindresorhus/awesome (441K+ stars) is the master list; 6,500+ curated lists exist across topics.

Examples by Category

CategoryExamples
Master listsindresorhus/awesome — hub of all awesome lists
SEO / Marketingawesome-seo, awesome-ai-seo, bmpi-dev/awesome-seo
AI / MLawesome-ai-tools, AITreasureBox, awesome-ai
Dev toolsawesome-tools, awesome-cli, awesome-nodejs
Languagesawesome-python, awesome-javascript, awesome-go
Frontend / Backendawesome-react, awesome-vue, awesome-django
Otherawesome-security, awesome-gaming, awesome-databases

When to Create

  • You have a niche with many quality resources to curate
  • Existing lists lack coverage of your topic
  • You want a backlink asset and topical authority

List Structure (sindresorhus/awesome guidelines)

ElementPractice
TitleClear, focused (e.g., "Awesome SEO," "Awesome AI Tools")
DescriptionSuccinct; scope clear
SectionsCategorized (e.g., Tutorials, Tools, Articles)
ItemsCurated, not collected; only include what you recommend
Item format- [Name](URL) - Brief description of why it's awesome
LicenseCC0 or similar
Contributingcontributing.md for PR process

Getting Listed vs. Creating

ActionUse
Submit to existing listPR to awesome-* repos; follow list format; contact maintainer
Create new listWhen no list exists for your niche; follow awesome guidelines
Link between listsLink to other awesome lists that cover subjects better

Discovery

  • sindresorhus/awesome — Master list of awesome lists
  • AwesomeSearch — Search across awesome lists
  • more-awesome — Directory of awesome lists

Common Mistakes

MistakeAvoid
Ignoring engagementNot responding to issues/PRs reduces trust
Irregular updatesOutdated repos signal inactivity
Incomplete docsLack of clear descriptions frustrates users
Generic titlesMissing keywords reduces discoverability
Thin awesome listsLow-quality or uncurated items hurt credibility

Output Format

  • Use case (parasite SEO / GEO / curated list)
  • Repository name, About, Topics (if optimizing metadata)
  • Surface (README, Pages, gist, awesome repo)
  • README structure (sections, word count, GEO practices if applicable)
  • Optimization (keywords, structure, links)
  • Ready-to-use copy or structure where applicable

Related Skills

  • parasite-seo: Parasite SEO strategy; GitHub as Tier 2 technical platform
  • generative-engine-optimization: GEO strategy; GitHub for AI citation
  • directory-submission: Directory and curated list submission; awesome lists as curated lists
  • link-building: GitHub as link acquisition; repos, gists, awesome lists

平台分布

Codex

33.88%
按下载量换算240

Claude

29.19%
按下载量换算206

Cursor

18.82%
按下载量换算133

Gemini CLI

10.26%
按下载量换算73

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

只读

该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

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