Utilisez lorsque l'utilisateur demande d'« optimiser pour les citations IA » ; améliore la préparation aux citations pour ChatGPT, Perplexity, AI Overviews, Gemini et Claude. Pas pour le SEO structurel sur page — utilisez on-page-seo-auditor ; pas pour la rédaction de contenu original — utilisez seo-content-writer. Optimisation des citations IA / optimisation GEO / recherche IA.
Cette compétence est conçue pour les agents IA (tels que Claude Code, Cursor, Codex) afin d'optimiser le contenu existant pour une meilleure citation par les principaux modèles de langage et moteurs de recherche IA, y compris ChatGPT, Perplexity, AI Overviews (Google), Gemini et Claude. Elle ne se concentre pas sur le SEO structurel traditionnel sur page (pour cela, utilisez `on-page-seo-auditor`) ni sur la rédaction de contenu entièrement nouveau (pour cela, utilisez `seo-content-writer`). Au lieu de cela, elle applique des techniques d'optimisation GEO (Generative Engine Optimization) et de référencement IA pour rendre le contenu plus susceptible d'être cité comme source fiable par les réponses des IA génératives. Son objectif principal est d'améliorer la clarté, la crédibilité, la structure sémantique et la densité des informations factuelles dans un texte donné, augmentant ainsi sa visibilité et son taux de citation dans les résultats des moteurs de recherche IA. La compétence analyse le contenu, suggère des améliorations pour le formatage des données structurées, les citations en ligne, les définitions claires, et peut également vérifier la cohérence des faits et des sources, le tout en respectant les bonnes pratiques de l'optimisation pour les moteurs de réponse générative. Elle s'utilise principalement via l'invite 'optimize for AI citations'.
npx skills add https://github.com/aaron-he-zhu/seo-geo-claude-skills/tree/main/skills/geo-content-optimizerInstalled? Explore more Rédaction et édition skills: steipete/notion, langchain-ai/langchain, bytedance/podcast-generation · View all 6 →
Utilisez lorsque l'utilisateur demande d'« optimiser pour les citations IA » ; améliore la préparation aux citations pour ChatGPT, Perplexity, AI Overviews, Gemini et Claude. Pas pour le SEO structurel sur page — utilisez on-page-seo-auditor ; pas pour la rédaction de contenu original — utilisez seo-content-writer. Optimisation des citations IA / optimisation GEO / recherche IA.
This repo contains 19 individual skills — each has its own dedicated page.
Use when the user asks to "set SEO alerts" or "排名掉了提醒我"; configures threshold notifications for FUTURE ranking, traffic, technical, and competitor changes. Not for one-time measurement or reporting — use rank-tracker or performance-reporter. SEO预警/排名监控
Use when the user asks to "analyze backlinks" or "外链分析"; profiles external referring domains, anchor-text distribution, toxic links, and competitor link gaps. Not for internal links — use internal-linking-optimizer. 外链分析/反向链接
Use when the user asks to "analyze competitors" or "竞品分析"; benchmarks competitor keywords, content, backlinks, AI citations, and traffic share into strengths, weaknesses, and an action plan. Not for a pairwise topic-coverage gap map — use content-gap-analysis. 竞品分析/竞争对手
Use when the user asks to "find content gaps", "竞品写了什么", or "还应该写什么"; builds a competitor-relative coverage map of missing topics, keyword gaps, and editorial-calendar opportunities. Not for raw keyword demand discovery — use keyword-research. 内容缺口/选题规划
Use when auditing content quality, E-E-A-T, or publish readiness; runs 80-item CORE-EEAT scoring with veto checks and a fix plan. Not for structural on-page tags/headers — use on-page-seo-auditor; not for domain/citation trust — use domain-authority-auditor. 内容质量/EEAT评分
Use when the user asks to "update outdated content" or "fix traffic/ranking decay"; scores decay, prioritizes refresh work, and produces an update plan with GEO and republishing guidance. Not for net-new content — use seo-content-writer. 内容更新/排名恢复
Use when auditing domain authority, trust, or citation credibility; runs 40-item CITE scoring with veto checks (TRUSTED/CAUTIOUS/UNTRUSTED). Not for page-level content quality — use content-quality-auditor; not for backlink profiling alone — use backlink-analyzer. 域名权威/网站可信度
Use when the user asks to "optimize entity presence"; builds Knowledge Graph, Wikidata, sameAs, and AI recognition signals for a canonical entity identity. Not for page-level AI-citation readiness — use geo-content-optimizer. 实体优化/知识图谱
Use when improving internal link structure, anchor text, orphan pages, crawl depth, site architecture, or link equity flow. 内链优化/站内架构
Use when the user asks to "find keywords", "挖词", or "搜什么词"; prioritizes search volume, keyword difficulty, intent, and topic clusters from provided or connected data. Not for competitor-relative coverage gaps — use content-gap-analysis. 关键词研究/内容选题
Use when the user asks to "remember project context"; manages the SEO/GEO memory lifecycle — hot-cache, active work, archive tiers, and privacy cleanup. Not for content or domain scoring — use the auditors. 项目记忆/跨会话
Use when the user asks to "optimize meta tags"; improves titles, descriptions, Open Graph, Twitter cards, and CTR test variants. Not for JSON-LD structured data — use schema-markup-generator; not for body copy — use seo-content-writer. 标题优化/元描述/CTR
Use when the user asks to "audit on-page SEO" or "diagnose why a single page dropped"; scores titles, meta, header structure, keyword placement, links, and images with prioritized fixes. For E-E-A-T / publish-readiness scoring use content-quality-auditor; for crawl / CWV / indexing use technical-seo-checker. 页面SEO审计/排名诊断
Use when the user asks to "generate an SEO report" or "出月报"; builds multi-metric stakeholder reports and dashboards spanning traffic, rankings, authority, and content progress. Not for raw ranking deltas — use rank-tracker. SEO报告/绩效仪表盘
Use when the user asks to "track rankings" or "查排名"; measures keyword and SERP-position deltas over time from provided exports or connected tools, including AI-response checks. Not for multi-metric stakeholder reports — use performance-reporter; not for setting alerts — use alert-manager. 排名追踪/SERP监控
Use when the user asks to "generate schema"; creates JSON-LD for FAQ, HowTo, Article, Product, and LocalBusiness rich-result candidates. Not for title/meta-description tags — use meta-tags-optimizer; not for crawl/index technical issues — use technical-seo-checker. Schema标记/结构化数据
Use when the user asks to "write SEO content"; drafts new posts, articles, and landing pages with keywords, headers, snippets, and evidence boundaries. Not for AI-citation/GEO readiness scoring — use geo-content-optimizer; not for updating decaying existing content — use content-refresher. SEO文章写作/内容优化
Use when the user asks to "analyze the SERP" or "SERP分析"; maps SERP features, layout, ranking factors, search intent, AI Overviews, and snippet opportunities for a query. Not for keyword demand discovery — use keyword-research. SERP分析/搜索结果
Use when the user asks to "check technical SEO"; audits crawlability, indexing, Core Web Vitals, robots.txt, sitemaps, canonicals, redirects, and migrations. Not for on-page tags or content — use on-page-seo-auditor. 技术SEO/网站速度
Notion CLI/API for pages, Markdown content, data sources, files, comments, search, Workers, and raw API calls.
The agent engineering platform.
Use this skill when the user requests to generate, create, or produce podcasts from text content. Converts written content into a two-host conversational podcast audio format with natural dialogue.
Analyze and optimize tweets for maximum reach using Twitter's open-source algorithm insights. Rewrite and edit user tweets to improve engagement and visibility based on how the recommendation system ranks content.
Extracts and analyzes competitors' ads from ad libraries (Facebook, LinkedIn, etc.) to understand what messaging, problems, and creative approaches are working. Helps inspire and improve your own ad campaigns.
Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors