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joeseesun/qiaomu-seo

Audit, diagnose, research, plan, implement, experiment on, and verify website SEO across Google, Bing, and AI-search surfaces. Use for technical SEO,

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Individual skills in this repository

How it works

qiaomu-seo

When your agent uses it

Audit, diagnose, research, plan, implement, experiment on, and verify website SEO across Google, Bing, and AI-search surfaces. Use for technical SEO, crawling, rendering and indexing, JavaScript SEO, robots.txt, sitemaps, canonicals, redirects, status codes, metadata, internal linking, structured data, Core Web Vitals, keyword and intent research, content quality or pruning, SEO experiment design, traffic drops, migrations, international SEO and hreflang, ecommerce and product SEO, image or video search, large-site and programmatic SEO, IndexNow, Search Console or Webmaster Tools analysis, and AI Overviews, AI Mode, ChatGPT Search, Copilot, or Perplexity visibility. Use with URLs, website code, rendered pages, server logs, crawl files, first-party exports, and keyword datasets. Exclude paid-search campaign management, app-store optimization, generic LLM prompt optimization, ranking or citation guarantees, link spam, and unsupported metrics or causal claims.

What it loads into context

Frontmatter

210 tokens

Always available to the agent

SKILL.md

2,161 tokens

When the skill is activated

Reference documents

15,346 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

  1. Router Rules
  2. Action Boundary
  3. Work Modes
  4. Compact Workflow
  5. Non-Negotiable Evidence Rules
  6. Current AI-Search Boundary
  7. Gate Ladder
  8. Output Contract
  9. Qiaomu Defaults

Scripts executed separately

  • scripts/validate_audit.py
  • scripts/validate_knowledge.py
  • scripts/validate_skill.py
  • tests/test_validate_audit.py
  • tests/test_validate_knowledge.py

Files

  • .gitignoreasset33 bytes
  • LICENSEasset1,064 bytes
  • README.mddoc8,408 bytes
  • SKILL.mdcore10,507 bytes
  • SKILL.mdcore10,507 bytes
  • SKILL.mdcore10,507 bytes
  • SKILL.mdcore10,507 bytes
  • SKILL.mdcore10,507 bytes
  • agents/interface.yamlasset3,420 bytes
  • assets/qiaomu-profile/qiaomu_avatar.jpegasset5,905,007 bytes
  • assets/qiaomu-profile/qiaomu_reward_qr.pngasset528,252 bytes
  • assets/qiaomu-profile/qiaomu_wechat_public_account_qr.jpgasset8,529 bytes
  • data/seo-source-registry.jsonasset11,487 bytes
  • evals/fixtures/audit-valid.jsonasset1,549 bytes
  • evals/output_cases.jsonasset11,316 bytes
  • evals/trigger_cases.jsonasset7,327 bytes
  • manifest.jsonasset1,220 bytes
  • references/ai-search.mddoc4,222 bytes
  • references/audit-contract.mddoc1,387 bytes
  • references/audit-playbook.mddoc6,468 bytes
  • references/content-quality.mddoc3,570 bytes
  • references/engine-matrix.mddoc2,849 bytes
  • references/evidence-policy.mddoc2,821 bytes
  • references/execution-sampling.mddoc2,981 bytes
  • references/international-commerce.mddoc3,406 bytes
  • references/keyword-content.mddoc3,412 bytes
  • references/knowledge-freshness.mddoc2,474 bytes
  • references/official-sources.mddoc3,093 bytes
  • references/performance-measurement.mddoc3,818 bytes
  • references/technical-seo.mddoc4,871 bytes
  • references/vertical-search.mddoc2,034 bytes
  • reports/creation-handoff.mddoc4,727 bytes
  • reports/output-eval-status.mddoc924 bytes
  • reports/prior-art-research.mddoc5,043 bytes
  • reports/seo-knowledge-research.mddoc4,720 bytes
  • reports/skill-ir.jsonasset14,067 bytes
  • reports/trigger-eval.jsonasset12,084 bytes
  • reports/upgrade-1.1.0.mddoc1,121 bytes
  • reports/upgrade-1.2.0.mddoc1,170 bytes
  • schemas/seo-audit.schema.jsonasset5,298 bytes
  • scripts/validate_audit.pyruns9,880 bytes
  • scripts/validate_knowledge.pyruns7,383 bytes
  • scripts/validate_skill.pyruns4,085 bytes
  • tests/test_validate_audit.pyruns4,037 bytes
  • tests/test_validate_knowledge.pyruns2,531 bytes
Read SKILL.md

# Qiaomu SEO

Improve discoverability and qualified organic outcomes with current sources, explicit coverage, and reproducible evidence.

## Router Rules

- Use for organic website search work: audit, strategy, research, implementation, migration, monitoring, and experimentation.
- Route paid media and bidding to advertising workflows; route app-store listings to ASO; route pure conversion optimization elsewhere unless organic acquisition is also in scope.
- Treat Google, Bing, AI search, image, video, shopping, local, and news as distinct surfaces. Never generalize a feature, crawler, report, or policy across providers.
- Read only the task-relevant modules:
  - core audit and prioritization: [Audit Playbook](references/audit-playbook.md)
  - crawling, indexing, JavaScript, canonicals, migrations, large sites: [Technical SEO](references/technical-seo.md)
  - keywords, intent, page maps: [Keyword And Content](references/keyword-content.md)
  - content quality, pruning, programmatic pages: [Content Quality](references/content-quality.md)
View the complete source on GitHub

Skills included

  • qiaomu-seo

Repository facts

License
MIT
Created
Aug 3, 2026
Last pushed
Aug 3, 2026
Forks
60
Open issues
0
Project activity
Slowing

Before you install

Network or broad shell

Automated signals, not a guarantee

Checked Nov 6, 2026

Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.

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Show all 186 signals by file

README.md

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    [![GitHub stars](https://img.shields.io/github/stars/joeseesun/qiaomu-seo?style=flat-square)](https://github.com/joeseesun/qiaomu-seo/stargazers)
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    [![Last commit](https://img.shields.io/github/last-commit/joeseesun/qiaomu-seo?style=flat-square)](https://github.com/joeseesun/qiaomu-seo/commits/main)
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    [![License](https://img.shields.io/github/license/joeseesun/qiaomu-seo?style=flat-square)](LICENSE)
  • Network accessline 51
    - [ ] 已安装 Node.js:运行 `node --version` 检查;未安装时从 [nodejs.org](https://nodejs.org/) 获取 LTS 版本。
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    Copyright (c) 向阳乔木   X: https://x.com/vista8
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    X: https://x.com/vista8
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    GitHub: https://github.com/joeseesun/
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    - 个人网站: https://qiaomu.ai
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    - 博客: https://blog.qiaomu.ai
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    - X: https://x.com/vista8
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    - GitHub: https://github.com/joeseesun/

SKILL.md

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    - Preserve URLs, dates, markets, devices, tools, versions, and evidence gaps for mutable claims. - Copyright (c) 向阳乔木 - X: https://x.com/vista8
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    - Copyright (c) 向阳乔木 - X: https://x.com/vista8 - GitHub: https://github.com/joeseesun/
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    - X: https://x.com/vista8
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    - GitHub: https://github.com/joeseesun/

data/seo-source-registry.json

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    "authority": "official",       "topic": "foundations",       "url": "https://developers.google.com/search/docs/essentials",
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    "topic": "foundations",       "url": "https://developers.google.com/search/docs/essentials",       "stability": "stable",
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    "url": "https://developers.google.com/search/docs/essentials",
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    "authority": "official",       "topic": "technical",       "url": "https://developers.google.com/search/docs/crawling-indexing",
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    "topic": "technical",       "url": "https://developers.google.com/search/docs/crawling-indexing",       "stability": "stable",
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    "url": "https://developers.google.com/search/docs/crawling-indexing",
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    "authority": "official",       "topic": "technical",       "url": "https://developers.google.com/search/docs/crawling-indexing/sitemaps/overview",
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    "topic": "technical",       "url": "https://developers.google.com/search/docs/crawling-indexing/sitemaps/overview",       "stability": "stable",
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    "url": "https://developers.google.com/search/docs/crawling-indexing/sitemaps/overview",
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    "authority": "official",       "topic": "technical",       "url": "https://developers.google.com/search/docs/crawling-indexing/robots-meta-tag",
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    "topic": "technical",       "url": "https://developers.google.com/search/docs/crawling-indexing/robots-meta-tag",       "stability": "mutable",
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    "url": "https://developers.google.com/search/docs/crawling-indexing/robots-meta-tag",
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    "authority": "official",       "topic": "technical",       "url": "https://developers.google.com/search/docs/crawling-indexing/consolidate-duplicate-urls",
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    "topic": "technical",       "url": "https://developers.google.com/search/docs/crawling-indexing/consolidate-duplicate-urls",       "stability": "mutable",
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    "url": "https://developers.google.com/search/docs/crawling-indexing/consolidate-duplicate-urls",
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    "authority": "official",       "topic": "rendering",       "url": "https://developers.google.com/search/docs/crawling-indexing/javascript/javascript-seo-basics",
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    "topic": "rendering",       "url": "https://developers.google.com/search/docs/crawling-indexing/javascript/javascript-seo-basics",       "stability": "mutable",
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    "url": "https://developers.google.com/search/docs/crawling-indexing/javascript/javascript-seo-basics",
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    "authority": "official",       "topic": "migration",       "url": "https://developers.google.com/search/docs/crawling-indexing/301-redirects",
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    "topic": "migration",       "url": "https://developers.google.com/search/docs/crawling-indexing/301-redirects",       "stability": "mutable",
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    "url": "https://developers.google.com/search/docs/crawling-indexing/301-redirects",
  • Network accessline 82
    "authority": "official",       "topic": "migration",       "url": "https://developers.google.com/search/docs/crawling-indexing/site-move-with-url-changes",
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    "topic": "migration",       "url": "https://developers.google.com/search/docs/crawling-indexing/site-move-with-url-changes",       "stability": "mutable",
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    "url": "https://developers.google.com/search/docs/crawling-indexing/site-move-with-url-changes",
  • Network accessline 91
    "authority": "official",       "topic": "large-sites",       "url": "https://developers.google.com/crawling/docs/crawl-budget",
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    "topic": "large-sites",       "url": "https://developers.google.com/crawling/docs/crawl-budget",       "stability": "mutable",
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    "url": "https://developers.google.com/crawling/docs/crawl-budget",
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    "authority": "official",       "topic": "content",       "url": "https://developers.google.com/search/docs/fundamentals/creating-helpful-content",
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    "topic": "content",       "url": "https://developers.google.com/search/docs/fundamentals/creating-helpful-content",       "stability": "mutable",
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    "url": "https://developers.google.com/search/docs/fundamentals/creating-helpful-content",
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    "authority": "official",       "topic": "policy",       "url": "https://developers.google.com/search/docs/essentials/spam-policies",
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    "topic": "policy",       "url": "https://developers.google.com/search/docs/essentials/spam-policies",       "stability": "volatile",
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    "url": "https://developers.google.com/search/docs/essentials/spam-policies",
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    "authority": "official",       "topic": "structured-data",       "url": "https://developers.google.com/search/docs/appearance/structured-data/sd-policies",
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    "topic": "structured-data",       "url": "https://developers.google.com/search/docs/appearance/structured-data/sd-policies",       "stability": "volatile",
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    "url": "https://developers.google.com/search/docs/appearance/structured-data/sd-policies",
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    "authority": "official",       "topic": "features",       "url": "https://developers.google.com/search/docs/appearance",
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    "topic": "features",       "url": "https://developers.google.com/search/docs/appearance",       "stability": "volatile",
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    "url": "https://developers.google.com/search/docs/appearance",
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    "authority": "official",       "topic": "ai-search",       "url": "https://developers.google.com/search/docs/appearance/ai-features",
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    "topic": "ai-search",       "url": "https://developers.google.com/search/docs/appearance/ai-features",       "stability": "volatile",
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    "authority": "official",       "topic": "measurement",       "url": "https://developers.google.com/search/docs/monitor-debug/debugging-search-traffic-drops",
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    "topic": "measurement",       "url": "https://developers.google.com/search/docs/monitor-debug/debugging-search-traffic-drops",       "stability": "mutable",
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    "url": "https://developers.google.com/search/docs/monitor-debug/debugging-search-traffic-drops",
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    "authority": "official",       "topic": "international",       "url": "https://developers.google.com/search/docs/specialty/international/localized-versions",
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    "topic": "international",       "url": "https://developers.google.com/search/docs/specialty/international/localized-versions",       "stability": "mutable",
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    "url": "https://developers.google.com/search/docs/specialty/international/localized-versions",
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    "authority": "official",       "topic": "commerce",       "url": "https://developers.google.com/search/docs/specialty/ecommerce/pagination-and-incremental-page-loading",
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    "topic": "commerce",       "url": "https://developers.google.com/search/docs/specialty/ecommerce/pagination-and-incremental-page-loading",       "stability": "mutable",
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    "url": "https://developers.google.com/search/docs/specialty/ecommerce/pagination-and-incremental-page-loading",
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    "topic": "commerce",       "url": "https://developers.google.com/search/docs/appearance/structured-data/product-variants",       "stability": "volatile",
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    "url": "https://developers.google.com/search/docs/appearance/structured-data/product-variants",
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    "authority": "official",       "topic": "image-search",       "url": "https://developers.google.com/search/docs/appearance/google-images",
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    "topic": "image-search",       "url": "https://developers.google.com/search/docs/appearance/google-images",       "stability": "mutable",
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    "url": "https://developers.google.com/search/docs/appearance/google-images",
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    "authority": "official",       "topic": "video-search",       "url": "https://developers.google.com/search/docs/appearance/video",
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    "topic": "video-search",       "url": "https://developers.google.com/search/docs/appearance/video",       "stability": "mutable",
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    "url": "https://developers.google.com/search/docs/appearance/video",
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    "authority": "official",       "topic": "experiments",       "url": "https://developers.google.com/search/docs/crawling-indexing/website-testing",
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    "topic": "experiments",       "url": "https://developers.google.com/search/docs/crawling-indexing/website-testing",       "stability": "mutable",
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    "url": "https://developers.google.com/search/docs/crawling-indexing/website-testing",
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    "url": "https://developers.google.com/webmaster-tools/v1/how-tos/all-your-data",
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    "topic": "measurement",       "url": "https://developers.google.com/webmaster-tools/v1/searchanalytics/query",       "stability": "volatile",
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    "url": "https://developers.google.com/webmaster-tools/v1/searchanalytics/query",
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    "authority": "official",       "topic": "performance",       "url": "https://web.dev/articles/defining-core-web-vitals-thresholds",
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    "url": "https://web.dev/articles/defining-core-web-vitals-thresholds",
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    "authority": "official",       "topic": "bing",       "url": "https://blogs.bing.com/webmaster/July-2025/Keeping-Content-Discoverable-with-Sitemaps-in-AI-Powered-Search",
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    "topic": "bing",       "url": "https://blogs.bing.com/webmaster/July-2025/Keeping-Content-Discoverable-with-Sitemaps-in-AI-Powered-Search",       "stability": "mutable",
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    "url": "https://blogs.bing.com/webmaster/July-2025/Keeping-Content-Discoverable-with-Sitemaps-in-AI-Powered-Search",
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    "authority": "official",       "topic": "bing",       "url": "https://www.bing.com/webmasters/help/crawl-control-55a30303",
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    "topic": "bing",       "url": "https://www.bing.com/webmasters/help/crawl-control-55a30303",       "stability": "mutable",
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    "url": "https://www.bing.com/webmasters/help/crawl-control-55a30303",
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    "authority": "official",       "topic": "bing",       "url": "https://www.indexnow.org/documentation",
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    "topic": "bing",       "url": "https://www.indexnow.org/documentation",       "stability": "mutable",
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    "url": "https://www.indexnow.org/documentation",
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    "topic": "structured-data",       "url": "https://schema.org/docs/validator.html",       "stability": "mutable",
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    "url": "https://schema.org/docs/validator.html",
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    "authority": "official",       "topic": "ai-search",       "url": "https://developers.openai.com/api/docs/bots",
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    "topic": "ai-search",       "url": "https://developers.openai.com/api/docs/bots",       "stability": "volatile",
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    "url": "https://developers.openai.com/api/docs/bots",
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    "authority": "official",       "topic": "ai-search",       "url": "https://help.openai.com/en/articles/12627856-publishers-and-developers-faq",
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    "topic": "ai-search",       "url": "https://help.openai.com/en/articles/12627856-publishers-and-developers-faq",       "stability": "volatile",
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    "url": "https://help.openai.com/en/articles/12627856-publishers-and-developers-faq",
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    "authority": "official",       "topic": "ai-search",       "url": "https://docs.perplexity.ai/docs/resources/perplexity-crawlers",
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    "topic": "ai-search",       "url": "https://docs.perplexity.ai/docs/resources/perplexity-crawlers",       "stability": "volatile",
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    "url": "https://docs.perplexity.ai/docs/resources/perplexity-crawlers",
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    "authority": "official",       "topic": "ai-search",       "url": "https://learn.microsoft.com/en-us/microsoft-copilot-studio/guidance/generative-ai-public-websites",
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    "topic": "ai-search",       "url": "https://learn.microsoft.com/en-us/microsoft-copilot-studio/guidance/generative-ai-public-websites",       "stability": "volatile",
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    "url": "https://learn.microsoft.com/en-us/microsoft-copilot-studio/guidance/generative-ai-public-websites",

evals/fixtures/audit-valid.json

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    "mode": "page",     "targets": [       "https://example.com/"
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    "targets": [       "https://example.com/"     ],
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    "https://example.com/"
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    {           "kind": "rendered_dom",           "ref": "https://example.com/",
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    "kind": "rendered_dom",           "ref": "https://example.com/",           "observed_at": "2026-08-03T00:00:00+08:00"
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    "ref": "https://example.com/",

evals/output_cases.json

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    {       "id": "javascript-static-versus-rendered",       "prompt": "curl 看到的是空 app shell,但浏览器渲染后有正文、链接和 JSON-LD。判断这个页面的 SEO。",
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    "id": "javascript-static-versus-rendered",       "prompt": "curl 看到的是空 app shell,但浏览器渲染后有正文、链接和 JSON-LD。判断这个页面的 SEO。",       "input_files": [],
  • Network accessline 57
    "prompt": "curl 看到的是空 app shell,但浏览器渲染后有正文、链接和 JSON-LD。判断这个页面的 SEO。",

manifest.json

  • Network accessline 17
    "qiaomu_defaults": {     "copyright": "Copyright (c) 向阳乔木",     "x": "https://x.com/vista8",
  • Network accessline 18
    "copyright": "Copyright (c) 向阳乔木",     "x": "https://x.com/vista8",     "github": "https://github.com/joeseesun/"
  • Network accessline 19
    "x": "https://x.com/vista8",
  • Network accessline 20
    "github": "https://github.com/joeseesun/"

references/ai-search.md

  • Network accessline 30
    - https://developers.google.com/search/docs/appearance/ai-features
  • Network accessline 31
    - https://developers.google.com/search/docs/fundamentals/ai-optimization-guide

references/international-commerce.md

  • Access to secretsline 5
    [Credential-related source omitted]

references/official-sources.md

  • Network accessline 13
    - Google Search Essentials: https://developers.google.com/search/docs/essentials
  • Network accessline 14
    - SEO Starter Guide: https://developers.google.com/search/docs/fundamentals/seo-starter-guide
  • Network accessline 15
    - Helpful, reliable, people-first content: https://developers.google.com/search/docs/fundamentals/creating-helpful-content
  • Network accessline 16
    - AI features and your website: https://developers.google.com/search/docs/appearance/ai-features
  • Network accessline 17
    - Generative AI optimization guide: https://developers.google.com/search/docs/fundamentals/ai-optimization-guide
  • Network accessline 18
    - Spam policies: https://developers.google.com/search/docs/essentials/spam-policies
  • Network accessline 19
    - Debugging Search traffic drops: https://developers.google.com/search/docs/monitor-debug/debugging-search-traffic-drops
  • Network accessline 20
    - Crawling and indexing overview: https://developers.google.com/search/docs/crawling-indexing
  • Network accessline 21
    - JavaScript SEO basics: https://developers.google.com/search/docs/crawling-indexing/javascript/javascript-seo-basics
  • Network accessline 22
    - Fix Search-related JavaScript problems: https://developers.google.com/search/docs/crawling-indexing/javascript/fix-search-javascript
  • Network accessline 23
    - Robots.txt introduction: https://developers.google.com/search/docs/crawling-indexing/robots/intro
  • Network accessline 24
    - Robots meta and X-Robots-Tag: https://developers.google.com/search/docs/crawling-indexing/robots-meta-tag
  • Network accessline 25
    - Canonicalization: https://developers.google.com/search/docs/crawling-indexing/consolidate-duplicate-urls
  • Network accessline 26
    - Sitemaps: https://developers.google.com/search/docs/crawling-indexing/sitemaps/overview
  • Network accessline 27
    - Title links: https://developers.google.com/search/docs/appearance/title-link
  • Network accessline 28
    - Snippets: https://developers.google.com/search/docs/appearance/snippet
  • Network accessline 29
    - Structured data introduction: https://developers.google.com/search/docs/appearance/structured-data/intro-structured-data
  • Network accessline 30
    - Structured data general guidelines: https://developers.google.com/search/docs/appearance/structured-data/sd-policies
  • Network accessline 31
    - Core Web Vitals: https://web.dev/articles/vitals
  • Network accessline 32
    - Bing Webmaster Guidelines: https://www.bing.com/webmasters/help/webmaster-guidelines-30fba23a
  • Network accessline 33
    - Bing sitemap guidance: https://blogs.bing.com/webmaster/July-2025/Keeping-Content-Discoverable-with-Sitemaps-in-AI-Powered-Search
  • Network accessline 34
    - IndexNow protocol: https://www.indexnow.org/documentation
  • Network accessline 35
    - Schema.org Markup Validator: https://schema.org/docs/validator.html
  • Network accessline 36
    - OpenAI crawlers: https://developers.openai.com/api/docs/bots
  • Network accessline 37
    - OpenAI publisher FAQ: https://help.openai.com/en/articles/12627856-publishers-and-developers-faq
  • Network accessline 38
    - Perplexity crawlers: https://docs.perplexity.ai/docs/resources/perplexity-crawlers

reports/seo-knowledge-research.md

  • Network accessline 28
    - https://developers.google.com/search/docs/fundamentals/ai-optimization-guide
  • Network accessline 29
    - https://developers.google.com/search/docs/appearance/ai-features
  • Network accessline 41
    - https://schema.org/docs/validator.html
  • Network accessline 42
    - https://developers.google.com/search/docs/appearance/structured-data/sd-policies
  • Network accessline 43
    - https://developers.google.com/webmaster-tools/v1/searchanalytics/query
  • Network accessline 49
    Source: https://web.dev/articles/defining-core-web-vitals-thresholds
  • Network accessline 57
    - https://developers.google.com/webmaster-tools/v1/how-tos/all-your-data
  • Network accessline 58
    - https://developers.google.com/webmaster-tools/v1/searchanalytics/query
  • Network accessline 66
    - https://developers.openai.com/api/docs/bots
  • Network accessline 67
    - https://help.openai.com/en/articles/12627856-publishers-and-developers-faq
  • Network accessline 68
    - https://docs.perplexity.ai/docs/resources/perplexity-crawlers
  • Network accessline 74
    Source: https://www.indexnow.org/documentation

reports/skill-ir.json

  • Network accessline 22
    "qiaomu_defaults": {       "copyright": "Copyright (c) 向阳乔木",       "x": "https://x.com/vista8",
  • Network accessline 23
    "copyright": "Copyright (c) 向阳乔木",       "x": "https://x.com/vista8",       "github": "https://github.com/joeseesun/"
  • Network accessline 24
    "x": "https://x.com/vista8",
  • Network accessline 25
    "github": "https://github.com/joeseesun/"

schemas/seo-audit.schema.json

  • Network accessline 1
    {   "$schema": "https://json-schema.org/draft/2020-12/schema",
  • Network accessline 2
    "$schema": "https://json-schema.org/draft/2020-12/schema",
  • Network accessline 3
    "$id": "https://qiaomu.ai/schemas/seo-audit.schema.json",

scripts/validate_audit.py

  • Executable scriptline 1
    #!/usr/bin/env python3

scripts/validate_knowledge.py

  • Executable scriptline 1
    #!/usr/bin/env python3

scripts/validate_skill.py

  • Executable scriptline 1
    #!/usr/bin/env python3

tests/test_validate_audit.py

  • Executable scriptline 1
    #!/usr/bin/env python3
  • Network accessline 23
    "scope": {             "mode": "page",             "targets": ["https://example.com/"],
  • Network accessline 24
    "mode": "page",             "targets": ["https://example.com/"],             "market": "SG",
  • Network accessline 25
    "targets": ["https://example.com/"],
  • Network accessline 46
    "status": "fail",                 "evidence_level": "observed",                 "evidence_refs": [{"kind": "rendered_dom", "ref": "https://example.com/"}],
  • Network accessline 47
    "evidence_level": "observed",                 "evidence_refs": [{"kind": "rendered_dom", "ref": "https://example.com/"}],                 "impact": "high",
  • Network accessline 48
    "evidence_refs": [{"kind": "rendered_dom", "ref": "https://example.com/"}],

tests/test_validate_knowledge.py

  • Executable scriptline 1
    #!/usr/bin/env python3

How the signals fit together

Facts from a static read of the files at the pinned commit. They describe what the code does, not why.

Some files could not be read; the facts below still hold.

Signal confidence: 67 facts

and 17 more

Works with

Agent compatibility, from the files in this repository
AgentStatusEvidenceInstall to
Claude CodeCompatibleStandard SKILL.md SKILL.md.claude/skills/<skill-name>/
CodexCompatibleStandard SKILL.md SKILL.md.agents/skills/<skill-name>/
CursorCompatibleStandard SKILL.md SKILL.md.cursor/skills/<skill-name>/
Gemini CLICompatibleStandard SKILL.md SKILL.md.gemini/skills/<skill-name>/
GitHub CopilotCompatibleStandard SKILL.md SKILL.md.github/skills/<skill-name>/
OpenCodeCompatibleStandard SKILL.md SKILL.md.opencode/skills/<skill-name>/
  • Native The repository ships a manifest, folder or frontmatter field for this agent.
  • Compatible A standard SKILL.md that this agent can read.
  • Unknown No evidence either way.

Derived automatically from paths, manifests and frontmatter. Not tested on each agent.