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calm-north/optimize-for-ai

針對 AI 搜尋引擎(ChatGPT、Perplexity、Claude、Gemini、Google AI Overviews)優化內容。當使用者詢問 AI SEO、AISO、獲得 AI 引用、出現在 AI 回答中、答案引擎優化、AEO、GEO、LLMO、AI Overviews、零點擊搜尋,或如何出現在 ChatGPT/Perplexity 結果時使用。

optimize-for-ai 是什麼?

這個技能專注於「AI 搜尋引擎優化」(AI SEO, AISO),目的是讓你的內容更容易被 ChatGPT、Perplexity、Claude、Gemini 以及 Google AI Overviews 等主流 AI 引擎引用或呈現在其答案中。它與傳統 SEO 不同,而是針對 AI 特有的內容提取與摘要機制進行調整。當使用者詢問如何提升內容在 AI 答案中的出現率、如何進行「答案引擎優化」(AEO 或 GEO)、或如何減少零點擊搜尋的影響時,就可呼叫這個技能。它支援主要的 AI 平台,並提供具體的結構化建議與最佳實踐,讓開發者與內容創作者能快速掌握 AI 友好的內容撰寫原則。

相容平台✓Claude Code~Codex CLI~Cursor✓Gemini CLI
npx skills add https://github.com/calm-north/seojuice-skills/tree/main/skills/optimize-for-ai

Installed? Explore more 寫作與編輯 skills: steipete/notion, langchain-ai/langchain, bytedance/podcast-generation · View all 6 →

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說明文件

optimize-for-ai 是做什麼的?

針對 AI 搜尋引擎(ChatGPT、Perplexity、Claude、Gemini、Google AI Overviews)優化內容。當使用者詢問 AI SEO、AISO、獲得 AI 引用、出現在 AI 回答中、答案引擎優化、AEO、GEO、LLMO、AI Overviews、零點擊搜尋,或如何出現在 ChatGPT/Perplexity 結果時使用。

若要進行傳統 SEO,請參閱 diagnose-seo。

Individual skills in this repo

This repo contains 13 individual skills — each has its own dedicated page.

calm-north/audit

Run a comprehensive SEO audit on a website covering technical health, on-page optimization, content quality, and backlink profile. Use when the user asks for an SEO audit, site review, SEO health check, "what's wrong with my SEO", website analysis, or a full diagnostic of their site's search performance. For speed-specific issues, see audit-speed. For technical crawl/index issues only, see diagnose-seo.

calm-north/audit-speed

Deep Core Web Vitals and page speed audit. Use when the user asks about page speed, Core Web Vitals, LCP, CLS, INP, FCP, TTFB, Lighthouse scores, why a page is slow, performance optimization, or resource size analysis. For broader technical SEO issues, see diagnose-seo.

calm-north/beat-competitors

Turn competitor SEO data into a prioritized attack plan. Use when the user asks about competitor analysis, competitive gaps, how to outrank competitors, what competitors rank for, keyword overlap, or competitive positioning strategy. For building content to fill gaps, see brief and build-clusters.

calm-north/brief

Produce an editor-ready content brief for a target keyword or topic. Use when the user asks for a content brief, writing guidelines, article outline, SEO brief, what to include in a blog post, or how to structure content for a keyword. For choosing which topics to write about, see find-keywords. For a full site-wide SEO audit, see audit.

calm-north/build-clusters

Build a topical authority cluster from a seed keyword or topic. Use when the user asks about topic clusters, content silos, pillar pages, topical authority, content architecture, or how to structure content around a theme. For finding the right keywords, see find-keywords. For writing individual pieces, see brief.

calm-north/build-links

Design a link building campaign with prospect identification, asset creation, and outreach strategy. Use when the user asks about link building, backlinks, domain authority, how to get backlinks, outreach campaigns, digital PR, guest posting, or link acquisition. For internal linking, see fix-linking.

calm-north/diagnose-seo

Structured diagnostic for technical SEO problems. Use when the user asks about crawl issues, indexation problems, why pages aren't being indexed, robots.txt questions, canonical errors, sitemap issues, rendering problems, or general technical SEO troubleshooting. For Core Web Vitals and page speed, see audit-speed.

calm-north/find-keywords

Build a prioritized keyword list for a website, topic, or campaign. Use when the user asks about keyword research, finding keywords to target, building a keyword list, search demand, keyword difficulty, intent mapping, or which keywords to prioritize. For writing content around keywords, see brief. For grouping keywords into clusters, see build-clusters.

calm-north/fix-linking

Design or audit internal link structure for a website. Use when the user asks about internal linking, link architecture, orphan pages, PageRank flow, anchor text, site structure, silo architecture, or why pages aren't ranking despite good content. For external link building, see build-links.

calm-north/migrate-site

Guide a website migration without losing rankings — domain moves, CMS switches, URL restructures, HTTP to HTTPS, or redesigns. Use when the user asks about site migration, domain change, CMS migration, URL restructure, redesign SEO impact, redirect mapping, or how to move a site safely.

calm-north/rank-local

Build a local SEO strategy covering Google Business Profile, local citations, reviews, and NAP consistency. Use when the user asks about local SEO, Google Business Profile, Google Maps ranking, local pack, NAP consistency, local citations, review strategy, or ranking for "[service] near me" searches.

calm-north/recover-content

Diagnose and reverse traffic loss on existing pages. Use when the user asks about content decay, pages losing traffic, declining rankings, traffic drops, why a page stopped ranking, content refresh strategy, or when to consolidate vs redirect old content. For creating new content, see brief.

calm-north/target-serp

Identify and capture SERP features for target keywords — featured snippets, People Also Ask boxes, knowledge panels, and rich results. Use when the user asks about featured snippets, position zero, PAA optimization, rich results, schema markup for SERP features, or how to get more SERP real estate.

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