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agentic-seo

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更新时间2026年7月10日 08:50

Master skill for SEO auditing, optimization, and Core Web Vitals tracking on any web project. Delegates to the correct narrow leaf skill. Use when auditing SEO health, updating meta descriptions or title tags, adding structured data (JSON-LD), comparing audit snapshots, setting up performance monitoring, optimizing for AI/GEO citation, writing AEO content blocks, or planning programmatic SEO pages. Triggers on: "SEO audit", "meta description", "structured data", "schema markup", "title tags", "open graph", "core web vitals", "LCP", "CLS", "INP", "seo compare", "seo optimize", "ranking", "sitemap", "GEO", "AI citation", "AI Overviews", "llms.txt", "programmatic SEO", "pSEO", "answer engine", "featured snippets", "E-E-A-T", "content patterns".

安装

用 Codex 或 Claude 帮你安装复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。

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来源

alexander-kastil

alexander-kastil/agentic-sw-engineering

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在 Manus 中运行

agentic-seo — SEO & Performance Router

Routes SEO, structured data, and performance requests to the appropriate leaf skill references. For full audits, default to the core audit references first and load additional leaf skills only when the user explicitly asks for them or when a confirmed public finding requires them.

Default Execution Rule (Full Analysis)

Unless the user explicitly restricts scope (e.g. "only check technical SEO", "just update the meta tags"), load and apply the core audit references in this order:

Load references/agentic-seo-audit-general.md — health review & roadmap
Load references/agentic-seo-audit-technical.md — technical runtime audit
Load references/seo-on-page.md — titles, headings, E-E-A-T, internal linking
Load references/seo-technical.md — robots.txt, sitemap, canonicals, hreflang, CWV
Load references/seo-ai-geo.md — AI Overviews, GEO, llms.txt, AI bot rules
Load references/seo-schema-markup.md — JSON-LD schema templates
Load references/agentic-seo-compare.md — before/after snapshot comparison, but only after the current audit is fully scored

Load these only when the user explicitly asks for them or when the task changes from auditing to implementation/planning:

references/agentic-seo-optimize.md
references/seo-content-patterns.md
references/seo-programmatic.md
references/setup-vitals.md

Run findings from the core audit set in sequence. Consolidate into a single prioritized output unless the user asks for separate reports per area.

Blocking Audit Boundary

For SEO audits, score only what a crawler can discover from robots.txt, sitemap.xml, visible navigation, and public links reachable from audited pages.
Do not create findings from hidden CMS structure, configuration internals, non-public sections, or checked-in generated output unless those details leak into public runtime output.
Do not force-check guessed routes or hidden collection URLs unless they appear in the visible nav, sitemap, robots rules, public HTML, or the user explicitly names them.
Use code inspection only to confirm the root cause of a public finding. Code inspection is not audit evidence by itself.
Do not score local preview host/port mismatches as SEO defects. Treat them as audit-environment notes unless the same mismatch is visible on a public deployment or the user explicitly asks to debug the local setup.

Local-First Audit Policy

For audits and optimization work, use the local preview or dev instance first.
Reuse an existing local app and browser session when the user has already provided one.
Prefer browser/runtime inspection over terminal-driven process discovery.
Do not test production URLs by default.
Only inspect production when the user explicitly asks for production validation.
Core Web Vitals monitoring setup remains a separate workflow and may target production when the user asks for monitoring infrastructure.

When to Use This Skill

Running a full SEO health audit across the site
Updating meta descriptions, title tags, or Open Graph data for a page
Adding or updating JSON-LD structured data (Course, Service, Organization schemas)
Comparing two SEO audit snapshots to measure progress
Setting up or monitoring Core Web Vitals (LCP, INP, CLS)
Optimizing for AI citation, GEO, and answer engine visibility

Trigger keywords: SEO audit, seo check, meta description, title tag, open graph, schema markup, JSON-LD, structured data, core web vitals, LCP, CLS, INP, ranking, sitemap, lastmod, seo compare, GEO, AI citation, AI Overviews, llms.txt, programmatic SEO, pSEO, answer engine, featured snippets, E-E-A-T, content patterns

Delegate Map

All leaf skills are loaded by default. Use this table for scoped requests or to find a specific reference.

Leaf skill reference	Covers
`agentic-seo-audit-general`	General SEO health review, scoring, and backlog
`agentic-seo-audit-technical`	Technical local runtime SEO audit
`agentic-seo-optimize`	Meta tags, OG data, JSON-LD schema updates
`agentic-seo-compare`	Before/after audit snapshot comparison
`setup-vitals`	Core Web Vitals automated monitoring setup
`seo-on-page`	Titles, meta descriptions, headings, E-E-A-T, internal linking
`seo-technical`	robots.txt, sitemap, canonicals, hreflang, CWV thresholds, mobile
`seo-ai-geo`	AI Overviews, ChatGPT/Perplexity citation, GEO methods, llms.txt
`seo-schema-markup`	JSON-LD templates for all schema types
`seo-content-patterns`	AEO/GEO content block patterns (definition, FAQ, stats, quotes)
`seo-programmatic`	Programmatic SEO at scale: 12 playbooks, templates, locations

Example Prompts

"Run an SEO audit." — loads all leaf skills, produces consolidated report
"Run a full SEO audit of the site." — same, full analysis across all dimensions
"Run only a technical SEO audit." — loads agentic-seo-audit-technical + seo-technical only
"Update the meta description and JSON-LD schema for the training page." — loads agentic-seo-optimize only
"Compare the March SEO audit against the February baseline." — loads agentic-seo-compare only
"Set up automated Core Web Vitals monitoring." — loads setup-vitals only

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name	agentic-seo
description	Master skill for SEO auditing, optimization, and Core Web Vitals tracking on any web project. Delegates to the correct narrow leaf skill. Use when auditing SEO health, updating meta descriptions or title tags, adding structured data (JSON-LD), comparing audit snapshots, setting up performance monitoring, optimizing for AI/GEO citation, writing AEO content blocks, or planning programmatic SEO pages. Triggers on: "SEO audit", "meta description", "structured data", "schema markup", "title tags", "open graph", "core web vitals", "LCP", "CLS", "INP", "seo compare", "seo optimize", "ranking", "sitemap", "GEO", "AI citation", "AI Overviews", "llms.txt", "programmatic SEO", "pSEO", "answer engine", "featured snippets", "E-E-A-T", "content patterns".
license	Complete terms in LICENSE.txt