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seo-reviewSEO 审查

Agent Skill

seo-review 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

总安装

1,164

周安装

50

GitHub Stars

公开资料未说明

下载量

408
CodexClaudeCursorGemini CLI

安装说明

本站只整理中文说明和来源信息,不托管安装包,也不代用户安装。

GitHub

来源数

2

许可证

unknown

最后核验

2026-05-01

来源状态

来源可访问

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:seo-review(SEO 审查)
来源仓库:https://github.com/shiplightai/agent-skills
仓库路径:skills/seo-review
安装命令:
npx skills add https://github.com/shiplightai/agent-skills --skill seo-review
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/shiplightai/agent-skills --skill seo-review

简介

seo-review 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。

  • 它可结合来源仓库、安装命令和原始 README 继续核验具体用法。
  • 安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。
  • 适用于研究检索类任务,通过 npx skills add 命令从指定 GitHub 仓库安装。
  • seo-review 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

SKILL.md

SEO Review

Evaluate your application's search engine optimization and discoverability. This review catches SEO issues that are invisible during normal development — missing meta tags, broken structured data, poor crawlability, missing sitemaps, and social sharing problems. Many SPAs ship with zero SEO consideration.

When to use

Use /seo-review when:

  • Before launching a public-facing website or application
  • After redesigning or migrating a website
  • When organic traffic is a growth channel
  • After switching to an SPA framework (React, Vue, Angular)
  • When social sharing (Open Graph) is important
  • Setting up content marketing pages

Standards Referenced

  • Google Search Central — SEO best practices and guidelines
  • Schema.org — Structured data vocabulary
  • Open Graph Protocol — Social sharing meta tags
  • Twitter Card — Twitter sharing markup
  • W3C Semantic HTML — Accessibility and SEO semantics
  • Web.dev SEO Guidelines — Google's SEO recommendations

Phase Overview

Phase 1: EDUCATE   → Why SEO matters and what we check
Phase 2: SCOPE     → Identify key pages, content types, SEO goals
Phase 3: ANALYZE   → Browser-based SEO validation
Phase 4: REPORT    → Findings with impact assessment and priority
Phase 5: REMEDIATE → Fix guidance + YAML regression tests

Phase 1: Educate

Why this matters: 53% of all website traffic comes from organic search (BrightEdge). The first Google result gets 27.6% of all clicks; position 10 gets 2.4% (Backlinko). SPAs often render blank HTML to crawlers, making millions of pages invisible to search. Proper SEO doesn't require tricks — it requires making your content discoverable and understandable by search engines.

This review checks the technical SEO foundation — the things that must be correct before content strategy matters.


Phase 2: Scope

Gather context

  1. Auto-detect from codebase:

- Framework and rendering strategy (SSR, SSG, CSR, ISR) - Meta tag management (react-helmet, next/head, vue-meta, etc.) - Sitemap generation - robots.txt configuration - Structured data (JSON-LD, microdata) - i18n/hreflang setup - Canonical URL handling - Route structure and page types

  1. Ask the user (one at a time):

- Target URL: Where is the app running? (production preferred for realistic crawling) - Key pages: Which pages are most important for search? (homepage, product pages, blog posts, landing pages) - Target keywords: Any primary keywords you want to rank for? (optional, for content evaluation) - Social sharing important?: Is Open Graph / Twitter Cards needed? (default: yes for public sites) - Multi-language?: Does the site serve multiple languages? (auto-detected)

  1. Identify page types:

- Homepage - Content pages (blog, docs, about) - Product/listing pages - Dynamic pages (search results, user profiles) - Utility pages (login, 404, terms)


Phase 3: Analyze

Open a browser session with new_session using record_evidence: true. For each key page, run all check categories.

Category A: Meta Tags & Head Elements (META)

Check IDCheckStandardMethod
META-01Unique, descriptive <title> (50-60 chars)Google guidelinesExtract <title>, check length and uniqueness
META-02Meta description present (120-160 chars)Google guidelinesCheck <meta name="description">
META-03Canonical URL set correctlyGoogle guidelinesCheck <link rel="canonical">
META-04Viewport meta tag presentMobile SEOCheck <meta name="viewport">
META-05Charset declaredHTML standardCheck <meta charset>
META-06No duplicate meta tagsSEO best practiceCheck for duplicate titles, descriptions
META-07Favicon presentBranding/SEOCheck <link rel="icon">
META-08Language declaredSEO/a11yCheck <html lang="">
META-09No meta robots noindex on important pagesIndexingCheck <meta name="robots">
META-10Hreflang tags for multi-language (if applicable)International SEOCheck <link rel="alternate" hreflang="">

Browser validation: Use inspect_page to read the DOM. Extract all <head> elements via JavaScript.

Category B: Structured Data (SCHEMA)

Check IDCheckStandardMethod
SCHEMA-01JSON-LD structured data presentSchema.orgCheck for <script type="application/ld+json">
SCHEMA-02Schema type matches page contentSchema.orgValidate type (Organization, Product, Article, etc.)
SCHEMA-03Required properties presentSchema.orgValidate against type requirements
SCHEMA-04JSON-LD is valid JSONSchema.orgParse and validate JSON
SCHEMA-05No deprecated schema propertiesSchema.orgCheck for deprecated fields
SCHEMA-06Breadcrumb structured dataSchema.orgCheck for BreadcrumbList on interior pages
SCHEMA-07FAQ structured data (if applicable)Schema.orgCheck for FAQPage on FAQ sections
SCHEMA-08Review/Rating structured data (if applicable)Schema.orgCheck for AggregateRating

Browser validation: Extract JSON-LD scripts via JavaScript. Parse and validate structure. Compare page content against schema claims.

Category C: Open Graph & Social Sharing (OG)

Check IDCheckStandardMethod
OG-01og:title present and meaningfulOpen GraphCheck <meta property="og:title">
OG-02og:description presentOpen GraphCheck <meta property="og:description">
OG-03og:image present and accessibleOpen GraphCheck <meta property="og:image">, verify URL loads
OG-04og:image dimensions adequate (1200x630 recommended)Open GraphCheck image size
OG-05og:url matches canonicalOpen GraphCompare og:url with canonical
OG-06og:type set correctlyOpen GraphCheck og:type value
OG-07Twitter card meta tags presentTwitter CardsCheck twitter:card, twitter:title, etc.
OG-08Social sharing preview looks correctUXConstruct preview from OG tags

Browser validation: Extract all OG and Twitter meta tags. Verify og:image URL is accessible. Construct a preview representation.

Category D: Crawlability & Indexing (CRAWL)

Check IDCheckStandardMethod
CRAWL-01robots.txt exists and is validGoogle guidelinesFetch /robots.txt
CRAWL-02Sitemap.xml exists and is validGoogle guidelinesFetch /sitemap.xml, validate format
CRAWL-03Sitemap referenced in robots.txtBest practiceCheck robots.txt for Sitemap directive
CRAWL-04Important pages are in sitemapSEOCross-reference key pages with sitemap URLs
CRAWL-05No broken internal linksCrawlabilityCheck all internal links on key pages
CRAWL-06No redirect chains (>2 hops)Crawl efficiencyFollow redirects, count hops
CRAWL-07Clean URL structure (no excessive params)SEOCheck URL patterns for cleanliness
CRAWL-08404 page returns correct HTTP statusSEONavigate to non-existent URL, check status
CRAWL-09No orphan pages (accessible from navigation)CrawlabilityVerify key pages linked from homepage/nav
CRAWL-10SSR/SSG content visible without JavaScriptSPA SEODisable JS, check if content renders
CRAWL-11Page load time for crawlersCrawl budgetMeasure server response time

Browser validation: Navigate to robots.txt, sitemap.xml. Follow internal links. Disable JavaScript to test server-rendered content. Check HTTP status codes.

Category E: Semantic HTML & Content (SEM)

Check IDCheckStandardMethod
SEM-01Single <h1> per pageSEO best practiceCount h1 elements
SEM-02Heading hierarchy is logical (h1→h2→h3)SEO/a11yCheck heading sequence
SEM-03Images have descriptive alt textSEO/a11yCheck alt attributes for descriptiveness
SEM-04Internal links use descriptive anchor textSEOCheck for "click here" or bare URLs as links
SEM-05Semantic HTML elements used (nav, main, article, section)SEOCheck for semantic landmarks
SEM-06Content-to-HTML ratio is reasonableSEOCalculate text content vs HTML markup
SEM-07No duplicate content across pagesSEOCompare key content sections across pages
SEM-08URLs are human-readableSEOCheck for descriptive slugs vs IDs/hashes

Browser validation: Extract headings, links, images, and semantic elements via JavaScript. Analyze content structure.

Category F: Technical SEO (TECH)

Check IDCheckStandardMethod
TECH-01HTTPS everywhereGoogle ranking signalCheck protocol
TECH-02HTTP → HTTPS redirect worksSEOTest HTTP URL redirect
TECH-03www → non-www (or vice versa) redirect consistentSEOTest both variants
TECH-04Mobile-friendly (responsive)Google mobile-firstCheck viewport, responsive behavior
TECH-05Core Web Vitals pass "Good" thresholdsGoogle ranking signalMeasure LCP, INP, CLS
TECH-06No render-blocking resourcesPage speedCheck script/style loading
TECH-07Proper 301 redirects for moved contentSEOCheck known old URLs if applicable
TECH-08International targeting correct (if multi-region)International SEOCheck hreflang, geo-targeting

Browser validation: Test redirects, measure performance metrics, check mobile rendering.


Phase 4: Report

Generate a structured report saved to shiplight/reports/seo-review-{date}.md:

# SEO Review Report
**Date:** {date}
**URL:** {url}
**Pages reviewed:** {list}
**Rendering:** {SSR/SSG/CSR/ISR}

## Overall Score: {X}/10 | Confidence: {X}%

## Score Breakdown
| Category | Score | Findings |
|----------|-------|----------|
| Meta Tags (META) | 7/10 | 1 high, 2 medium |
| Structured Data (SCHEMA) | 4/10 | 1 critical, 1 high |
| Social Sharing (OG) | 6/10 | 2 high |
| Crawlability (CRAWL) | 5/10 | 1 critical, 1 high |
| Semantic HTML (SEM) | 8/10 | 1 medium |
| Technical SEO (TECH) | 7/10 | 1 high |

## Page-by-Page Summary
| Page | Title | Description | OG Image | Schema | H1 | Score |
|------|-------|-------------|----------|--------|----|-------|
| / | ✅ | ✅ | ❌ missing | ❌ none | ✅ | 6/10 |
| /blog | ✅ | ⚠️ too short | ✅ | ✅ Article | ✅ | 8/10 |

## Findings
(structured findings with evidence and impact)

Confidence Scoring

  • 90-100%: Verified in browser — tag present/absent, URL accessible/broken
  • 70-89%: Content analysis suggests issue (e.g., thin content, generic alt text)
  • 50-69%: Best practice recommendation without clear violation
  • Below 50%: Don't report

Phase 5: Remediate

1. Fix guidance (example)

#### CRAWL-10: Content not visible without JavaScript
**Impact:** Search engines may not index your content (especially Google Discover, Bing, social crawlers)
**Current:** Client-side rendered React app, empty HTML shell
**Fix:** Implement SSR or SSG:
- Next.js: Use `getServerSideProps` or `getStaticProps`
- Nuxt: Default SSR mode
- Gatsby: Static generation
- Or: Add prerendering service (prerender.io, rendertron)
**Quick win:** Ensure critical content is in initial HTML response

2. YAML regression test

- name: meta-01-title-present
  description: Verify each key page has a unique, properly-sized title tag
  severity: high
  standard: Google-SEO-Guidelines
  steps:
    - URL: /
    - CODE: |
        const title = await page.title();
        if (!title || title.trim() === '') {
          throw new Error('Page has no title');
        }
        if (title.length < 20) {
          throw new Error(`Title too short (${title.length} chars): "${title}"`);
        }
        if (title.length > 60) {
          throw new Error(`Title too long (${title.length} chars): "${title}"`);
        }
        console.log(`Title OK (${title.length} chars): "${title}"`);
    - VERIFY: Page has a descriptive title between 20 and 60 characters

Save all YAML tests to shiplight/tests/seo-review.test.yaml.


Depth Levels

  • --quick: Meta tags + canonical + robots.txt on homepage only. ~2 minutes.
  • default: All categories on key pages. ~8-12 minutes.
  • --thorough: All categories + full site crawl + all page types + content analysis. ~20-30 minutes.

Tips

  • Test with JavaScript disabled to see what search engines see (especially for SPAs)
  • Use inspect_page DOM output to extract <head> content efficiently
  • Check sitemap.xml manually — auto-generated sitemaps often include pages that shouldn't be indexed
  • OG image must be an absolute URL — relative URLs don't work for social sharing
  • For SPA SEO, the critical question is: "Does the initial HTML contain the content?"
  • Close session with close_session and use generate_html_report for evidence

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能力概览

能力 1

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能力 2

展示可复制的安装命令

能力 3

保留来源站点、仓库和原始说明,方便继续核验

能力 4

展示第三方安全扫描或审计结果

安装后应在对应宿主中按原始 README 的触发条件使用;具体调用方式请以来源页面和 README 为准。

平台分布

Codex

37.5%
按下载量换算153

Claude

29.57%
按下载量换算121

Cursor

17%
按下载量换算69

Gemini CLI

10.06%
按下载量换算41

安全审计

Gen Agent Trust Hub

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Socket

通过

Snyk

可疑

权限和风险

操作浏览器

该 Skill 可能涉及浏览器控制能力,使用时可能读取或操作网页内容,需要在受控环境中确认权限边界。

安装前确认

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