Not in the top 1,000 by GitHub stars
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,
History
Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.
View weekly changes
SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
b892b70639ac → b892b70639ac
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → b892b70639ac
No earlier version was observed for comparison.
Heat
3.3- Star growth, last 7 daysNot available
- Star growth, last 24 hoursNot available
- Rank movement, last 7 daysNot available
- Commits, last 30 daysNot available
- Accounts asking about it through MCP, last 7 daysNot available
- Hot votes this weekNot available
Heat never changes the order by stars, and sponsorship never touches it. How heat works
Stars over time
30-day change not yet available: not enough history.
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 tokensAlways available to the agent
SKILL.md
2,161 tokensWhen the skill is activated
Reference documents
15,346 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Router Rules
- Action Boundary
- Work Modes
- Compact Workflow
- Non-Negotiable Evidence Rules
- Current AI-Search Boundary
- Gate Ladder
- Output Contract
- Qiaomu Defaults
Scripts executed separately
scripts/validate_audit.pyscripts/validate_knowledge.pyscripts/validate_skill.pytests/test_validate_audit.pytests/test_validate_knowledge.py
Files
.gitignoreasset33 bytesLICENSEasset1,064 bytesREADME.mddoc8,408 bytesSKILL.mdcore10,507 bytesSKILL.mdcore10,507 bytesSKILL.mdcore10,507 bytesSKILL.mdcore10,507 bytesSKILL.mdcore10,507 bytesagents/interface.yamlasset3,420 bytesassets/qiaomu-profile/qiaomu_avatar.jpegasset5,905,007 bytesassets/qiaomu-profile/qiaomu_reward_qr.pngasset528,252 bytesassets/qiaomu-profile/qiaomu_wechat_public_account_qr.jpgasset8,529 bytesdata/seo-source-registry.jsonasset11,487 bytesevals/fixtures/audit-valid.jsonasset1,549 bytesevals/output_cases.jsonasset11,316 bytesevals/trigger_cases.jsonasset7,327 bytesmanifest.jsonasset1,220 bytesreferences/ai-search.mddoc4,222 bytesreferences/audit-contract.mddoc1,387 bytesreferences/audit-playbook.mddoc6,468 bytesreferences/content-quality.mddoc3,570 bytesreferences/engine-matrix.mddoc2,849 bytesreferences/evidence-policy.mddoc2,821 bytesreferences/execution-sampling.mddoc2,981 bytesreferences/international-commerce.mddoc3,406 bytesreferences/keyword-content.mddoc3,412 bytesreferences/knowledge-freshness.mddoc2,474 bytesreferences/official-sources.mddoc3,093 bytesreferences/performance-measurement.mddoc3,818 bytesreferences/technical-seo.mddoc4,871 bytesreferences/vertical-search.mddoc2,034 bytesreports/creation-handoff.mddoc4,727 bytesreports/output-eval-status.mddoc924 bytesreports/prior-art-research.mddoc5,043 bytesreports/seo-knowledge-research.mddoc4,720 bytesreports/skill-ir.jsonasset14,067 bytesreports/trigger-eval.jsonasset12,084 bytesreports/upgrade-1.1.0.mddoc1,121 bytesreports/upgrade-1.2.0.mddoc1,170 bytesschemas/seo-audit.schema.jsonasset5,298 bytesscripts/validate_audit.pyruns9,880 bytesscripts/validate_knowledge.pyruns7,383 bytesscripts/validate_skill.pyruns4,085 bytestests/test_validate_audit.pyruns4,037 bytestests/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 GitHubSkills 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 shellAutomated signals, not a guarantee
Checked Nov 6, 2026
Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.
Show 4 notes
SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedSKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedSKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedSKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzed
- No broad tool permissions
- No dangerous shell commands
- 180 network referencesin 12 files: data/seo-source-registry.json:19 references/official-sources.md:13 reports/seo-knowledge-research.md:28 and 9 more
- No hidden or obfuscated text
- No instruction overrides
- 5 executable scriptsin 5 files: scripts/validate_audit.py:1 scripts/validate_knowledge.py:1 scripts/validate_skill.py:1 and 2 more
- 1 reference to secretsin 1 file: references/international-commerce.md:5
- No requests to vote in Hot
Show all 186 signals by file
README.md
- Network accessline 5
[](https://github.com/joeseesun/qiaomu-seo/stargazers) - Network accessline 6
[](https://github.com/joeseesun/qiaomu-seo/commits/main) - Network accessline 7
[](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。 - Network accessline 109
Copyright (c) 向阳乔木 X: https://x.com/vista8 - Network accessline 110
X: https://x.com/vista8 - Network accessline 111
GitHub: https://github.com/joeseesun/ - Network accessline 118
- 个人网站: https://qiaomu.ai - Network accessline 119
- 博客: https://blog.qiaomu.ai - Network accessline 120
- X: https://x.com/vista8 - Network accessline 121
- GitHub: https://github.com/joeseesun/
SKILL.md
- Network accessline 120
- Preserve URLs, dates, markets, devices, tools, versions, and evidence gaps for mutable claims. - Copyright (c) 向阳乔木 - X: https://x.com/vista8 - Network accessline 121
- Copyright (c) 向阳乔木 - X: https://x.com/vista8 - GitHub: https://github.com/joeseesun/ - Network accessline 122
- X: https://x.com/vista8 - Network accessline 123
- GitHub: https://github.com/joeseesun/
data/seo-source-registry.json
- Network accessline 19
"authority": "official", "topic": "foundations", "url": "https://developers.google.com/search/docs/essentials", - Network accessline 20
"topic": "foundations", "url": "https://developers.google.com/search/docs/essentials", "stability": "stable", - Network accessline 21
"url": "https://developers.google.com/search/docs/essentials", - Network accessline 28
"authority": "official", "topic": "technical", "url": "https://developers.google.com/search/docs/crawling-indexing", - Network accessline 29
"topic": "technical", "url": "https://developers.google.com/search/docs/crawling-indexing", "stability": "stable", - Network accessline 30
"url": "https://developers.google.com/search/docs/crawling-indexing", - Network accessline 37
"authority": "official", "topic": "technical", "url": "https://developers.google.com/search/docs/crawling-indexing/sitemaps/overview", - Network accessline 38
"topic": "technical", "url": "https://developers.google.com/search/docs/crawling-indexing/sitemaps/overview", "stability": "stable", - Network accessline 39
"url": "https://developers.google.com/search/docs/crawling-indexing/sitemaps/overview", - Network accessline 46
"authority": "official", "topic": "technical", "url": "https://developers.google.com/search/docs/crawling-indexing/robots-meta-tag", - Network accessline 47
"topic": "technical", "url": "https://developers.google.com/search/docs/crawling-indexing/robots-meta-tag", "stability": "mutable", - Network accessline 48
"url": "https://developers.google.com/search/docs/crawling-indexing/robots-meta-tag", - Network accessline 55
"authority": "official", "topic": "technical", "url": "https://developers.google.com/search/docs/crawling-indexing/consolidate-duplicate-urls", - Network accessline 56
"topic": "technical", "url": "https://developers.google.com/search/docs/crawling-indexing/consolidate-duplicate-urls", "stability": "mutable", - Network accessline 57
"url": "https://developers.google.com/search/docs/crawling-indexing/consolidate-duplicate-urls", - Network accessline 64
"authority": "official", "topic": "rendering", "url": "https://developers.google.com/search/docs/crawling-indexing/javascript/javascript-seo-basics", - Network accessline 65
"topic": "rendering", "url": "https://developers.google.com/search/docs/crawling-indexing/javascript/javascript-seo-basics", "stability": "mutable", - Network accessline 66
"url": "https://developers.google.com/search/docs/crawling-indexing/javascript/javascript-seo-basics", - Network accessline 73
"authority": "official", "topic": "migration", "url": "https://developers.google.com/search/docs/crawling-indexing/301-redirects", - Network accessline 74
"topic": "migration", "url": "https://developers.google.com/search/docs/crawling-indexing/301-redirects", "stability": "mutable", - Network accessline 75
"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", - Network accessline 83
"topic": "migration", "url": "https://developers.google.com/search/docs/crawling-indexing/site-move-with-url-changes", "stability": "mutable", - Network accessline 84
"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", - Network accessline 92
"topic": "large-sites", "url": "https://developers.google.com/crawling/docs/crawl-budget", "stability": "mutable", - Network accessline 93
"url": "https://developers.google.com/crawling/docs/crawl-budget", - Network accessline 100
"authority": "official", "topic": "content", "url": "https://developers.google.com/search/docs/fundamentals/creating-helpful-content", - Network accessline 101
"topic": "content", "url": "https://developers.google.com/search/docs/fundamentals/creating-helpful-content", "stability": "mutable", - Network accessline 102
"url": "https://developers.google.com/search/docs/fundamentals/creating-helpful-content", - Network accessline 109
"authority": "official", "topic": "policy", "url": "https://developers.google.com/search/docs/essentials/spam-policies", - Network accessline 110
"topic": "policy", "url": "https://developers.google.com/search/docs/essentials/spam-policies", "stability": "volatile", - Network accessline 111
"url": "https://developers.google.com/search/docs/essentials/spam-policies", - Network accessline 118
"authority": "official", "topic": "structured-data", "url": "https://developers.google.com/search/docs/appearance/structured-data/sd-policies", - Network accessline 119
"topic": "structured-data", "url": "https://developers.google.com/search/docs/appearance/structured-data/sd-policies", "stability": "volatile", - Network accessline 120
"url": "https://developers.google.com/search/docs/appearance/structured-data/sd-policies", - Network accessline 127
"authority": "official", "topic": "features", "url": "https://developers.google.com/search/docs/appearance", - Network accessline 128
"topic": "features", "url": "https://developers.google.com/search/docs/appearance", "stability": "volatile", - Network accessline 129
"url": "https://developers.google.com/search/docs/appearance", - Network accessline 136
"authority": "official", "topic": "ai-search", "url": "https://developers.google.com/search/docs/appearance/ai-features", - Network accessline 137
"topic": "ai-search", "url": "https://developers.google.com/search/docs/appearance/ai-features", "stability": "volatile", - Network accessline 138
"url": "https://developers.google.com/search/docs/appearance/ai-features", - Network accessline 145
"authority": "official", "topic": "ai-search", "url": "https://developers.google.com/search/docs/fundamentals/ai-optimization-guide", - Network accessline 146
"topic": "ai-search", "url": "https://developers.google.com/search/docs/fundamentals/ai-optimization-guide", "stability": "volatile", - Network accessline 147
"url": "https://developers.google.com/search/docs/fundamentals/ai-optimization-guide", - Network accessline 154
"authority": "official", "topic": "measurement", "url": "https://developers.google.com/search/docs/monitor-debug/debugging-search-traffic-drops", - Network accessline 155
"topic": "measurement", "url": "https://developers.google.com/search/docs/monitor-debug/debugging-search-traffic-drops", "stability": "mutable", - Network accessline 156
"url": "https://developers.google.com/search/docs/monitor-debug/debugging-search-traffic-drops", - Network accessline 163
"authority": "official", "topic": "international", "url": "https://developers.google.com/search/docs/specialty/international/localized-versions", - Network accessline 164
"topic": "international", "url": "https://developers.google.com/search/docs/specialty/international/localized-versions", "stability": "mutable", - Network accessline 165
"url": "https://developers.google.com/search/docs/specialty/international/localized-versions", - Network accessline 172
"authority": "official", "topic": "commerce", "url": "https://developers.google.com/search/docs/specialty/ecommerce/pagination-and-incremental-page-loading", - Network accessline 173
"topic": "commerce", "url": "https://developers.google.com/search/docs/specialty/ecommerce/pagination-and-incremental-page-loading", "stability": "mutable", - Network accessline 174
"url": "https://developers.google.com/search/docs/specialty/ecommerce/pagination-and-incremental-page-loading", - Network accessline 181
"authority": "official", "topic": "commerce", "url": "https://developers.google.com/search/docs/appearance/structured-data/product-variants", - Network accessline 182
"topic": "commerce", "url": "https://developers.google.com/search/docs/appearance/structured-data/product-variants", "stability": "volatile", - Network accessline 183
"url": "https://developers.google.com/search/docs/appearance/structured-data/product-variants", - Network accessline 190
"authority": "official", "topic": "image-search", "url": "https://developers.google.com/search/docs/appearance/google-images", - Network accessline 191
"topic": "image-search", "url": "https://developers.google.com/search/docs/appearance/google-images", "stability": "mutable", - Network accessline 192
"url": "https://developers.google.com/search/docs/appearance/google-images", - Network accessline 199
"authority": "official", "topic": "video-search", "url": "https://developers.google.com/search/docs/appearance/video", - Network accessline 200
"topic": "video-search", "url": "https://developers.google.com/search/docs/appearance/video", "stability": "mutable", - Network accessline 201
"url": "https://developers.google.com/search/docs/appearance/video", - Network accessline 208
"authority": "official", "topic": "experiments", "url": "https://developers.google.com/search/docs/crawling-indexing/website-testing", - Network accessline 209
"topic": "experiments", "url": "https://developers.google.com/search/docs/crawling-indexing/website-testing", "stability": "mutable", - Network accessline 210
"url": "https://developers.google.com/search/docs/crawling-indexing/website-testing", - Network accessline 217
"authority": "official", "topic": "measurement", "url": "https://developers.google.com/webmaster-tools/v1/how-tos/all-your-data", - Network accessline 218
"topic": "measurement", "url": "https://developers.google.com/webmaster-tools/v1/how-tos/all-your-data", "stability": "volatile", - Network accessline 219
"url": "https://developers.google.com/webmaster-tools/v1/how-tos/all-your-data", - Network accessline 226
"authority": "official", "topic": "measurement", "url": "https://developers.google.com/webmaster-tools/v1/searchanalytics/query", - Network accessline 227
"topic": "measurement", "url": "https://developers.google.com/webmaster-tools/v1/searchanalytics/query", "stability": "volatile", - Network accessline 228
"url": "https://developers.google.com/webmaster-tools/v1/searchanalytics/query", - Network accessline 235
"authority": "official", "topic": "performance", "url": "https://web.dev/articles/defining-core-web-vitals-thresholds", - Network accessline 236
"topic": "performance", "url": "https://web.dev/articles/defining-core-web-vitals-thresholds", "stability": "mutable", - Network accessline 237
"url": "https://web.dev/articles/defining-core-web-vitals-thresholds", - Network accessline 244
"authority": "official", "topic": "bing", "url": "https://blogs.bing.com/webmaster/July-2025/Keeping-Content-Discoverable-with-Sitemaps-in-AI-Powered-Search", - Network accessline 245
"topic": "bing", "url": "https://blogs.bing.com/webmaster/July-2025/Keeping-Content-Discoverable-with-Sitemaps-in-AI-Powered-Search", "stability": "mutable", - Network accessline 246
"url": "https://blogs.bing.com/webmaster/July-2025/Keeping-Content-Discoverable-with-Sitemaps-in-AI-Powered-Search", - Network accessline 253
"authority": "official", "topic": "bing", "url": "https://www.bing.com/webmasters/help/crawl-control-55a30303", - Network accessline 254
"topic": "bing", "url": "https://www.bing.com/webmasters/help/crawl-control-55a30303", "stability": "mutable", - Network accessline 255
"url": "https://www.bing.com/webmasters/help/crawl-control-55a30303", - Network accessline 262
"authority": "official", "topic": "bing", "url": "https://www.indexnow.org/documentation", - Network accessline 263
"topic": "bing", "url": "https://www.indexnow.org/documentation", "stability": "mutable", - Network accessline 264
"url": "https://www.indexnow.org/documentation", - Network accessline 271
"authority": "official", "topic": "structured-data", "url": "https://schema.org/docs/validator.html", - Network accessline 272
"topic": "structured-data", "url": "https://schema.org/docs/validator.html", "stability": "mutable", - Network accessline 273
"url": "https://schema.org/docs/validator.html", - Network accessline 280
"authority": "official", "topic": "ai-search", "url": "https://developers.openai.com/api/docs/bots", - Network accessline 281
"topic": "ai-search", "url": "https://developers.openai.com/api/docs/bots", "stability": "volatile", - Network accessline 282
"url": "https://developers.openai.com/api/docs/bots", - Network accessline 289
"authority": "official", "topic": "ai-search", "url": "https://help.openai.com/en/articles/12627856-publishers-and-developers-faq", - Network accessline 290
"topic": "ai-search", "url": "https://help.openai.com/en/articles/12627856-publishers-and-developers-faq", "stability": "volatile", - Network accessline 291
"url": "https://help.openai.com/en/articles/12627856-publishers-and-developers-faq", - Network accessline 298
"authority": "official", "topic": "ai-search", "url": "https://docs.perplexity.ai/docs/resources/perplexity-crawlers", - Network accessline 299
"topic": "ai-search", "url": "https://docs.perplexity.ai/docs/resources/perplexity-crawlers", "stability": "volatile", - Network accessline 300
"url": "https://docs.perplexity.ai/docs/resources/perplexity-crawlers", - Network accessline 307
"authority": "official", "topic": "ai-search", "url": "https://learn.microsoft.com/en-us/microsoft-copilot-studio/guidance/generative-ai-public-websites", - Network accessline 308
"topic": "ai-search", "url": "https://learn.microsoft.com/en-us/microsoft-copilot-studio/guidance/generative-ai-public-websites", "stability": "volatile", - Network accessline 309
"url": "https://learn.microsoft.com/en-us/microsoft-copilot-studio/guidance/generative-ai-public-websites",
evals/fixtures/audit-valid.json
- Network accessline 5
"mode": "page", "targets": [ "https://example.com/" - Network accessline 6
"targets": [ "https://example.com/" ], - Network accessline 7
"https://example.com/" - Network accessline 36
{ "kind": "rendered_dom", "ref": "https://example.com/", - Network accessline 37
"kind": "rendered_dom", "ref": "https://example.com/", "observed_at": "2026-08-03T00:00:00+08:00" - Network accessline 38
"ref": "https://example.com/",
evals/output_cases.json
- Network accessline 55
{ "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。", - Network accessline 56
"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
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
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
- Network access in prose of documentationREADME.md:5Low confidence
- Network access in prose of documentationREADME.md:6Low confidence
- Network access in prose of documentationREADME.md:7Low confidence
- Network access in prose of documentationREADME.md:51Low confidence
- Network access in prose of documentationREADME.md:109Low confidence
- Network access in prose of documentationREADME.md:110Low confidence
- Network access in prose of documentationREADME.md:111Low confidence
- Network access in prose of documentationREADME.md:118Low confidence
- Network access in prose of documentationREADME.md:119Low confidence
- Network access in prose of documentationREADME.md:120Low confidence
- Network access in prose of documentationREADME.md:121Low confidence
- Network access in prose of the SKILL.mdSKILL.md:120Low confidence
- Network access in prose of the SKILL.mdSKILL.md:121Low confidence
- Network access in prose of the SKILL.mdSKILL.md:122Low confidence
- Network access in prose of the SKILL.mdSKILL.md:123Low confidence
- Network access in prose of documentationreferences/ai-search.md:30Low confidence
- Network access in prose of documentationreferences/ai-search.md:31Low confidence
- Access to secrets in prose of documentationreferences/international-commerce.md:5Low confidence
- Network access in prose of documentationreferences/official-sources.md:13Low confidence
- Network access in prose of documentationreferences/official-sources.md:14Low confidence
- Network access in prose of documentationreferences/official-sources.md:15Low confidence
- Network access in prose of documentationreferences/official-sources.md:16Low confidence
- Network access in prose of documentationreferences/official-sources.md:17Low confidence
- Network access in prose of documentationreferences/official-sources.md:18Low confidence
- Network access in prose of documentationreferences/official-sources.md:19Low confidence
- Network access in prose of documentationreferences/official-sources.md:20Low confidence
- Network access in prose of documentationreferences/official-sources.md:21Low confidence
- Network access in prose of documentationreferences/official-sources.md:22Low confidence
- Network access in prose of documentationreferences/official-sources.md:23Low confidence
- Network access in prose of documentationreferences/official-sources.md:24Low confidence
- Network access in prose of documentationreferences/official-sources.md:25Low confidence
- Network access in prose of documentationreferences/official-sources.md:26Low confidence
- Network access in prose of documentationreferences/official-sources.md:27Low confidence
- Network access in prose of documentationreferences/official-sources.md:28Low confidence
- Network access in prose of documentationreferences/official-sources.md:29Low confidence
- Network access in prose of documentationreferences/official-sources.md:30Low confidence
- Network access in prose of documentationreferences/official-sources.md:31Low confidence
- Network access in prose of documentationreferences/official-sources.md:32Low confidence
- Network access in prose of documentationreferences/official-sources.md:33Low confidence
- Network access in prose of documentationreferences/official-sources.md:34Low confidence
- Network access in prose of documentationreferences/official-sources.md:35Low confidence
- Network access in prose of documentationreferences/official-sources.md:36Low confidence
- Network access in prose of documentationreferences/official-sources.md:37Low confidence
- Network access in prose of documentationreferences/official-sources.md:38Low confidence
- Network access in prose of documentationreports/seo-knowledge-research.md:28Low confidence
- Network access in prose of documentationreports/seo-knowledge-research.md:29Low confidence
- Network access in prose of documentationreports/seo-knowledge-research.md:41Low confidence
- Network access in prose of documentationreports/seo-knowledge-research.md:42Low confidence
- Network access in prose of documentationreports/seo-knowledge-research.md:43Low confidence
- Network access in prose of documentationreports/seo-knowledge-research.md:49Low confidence
and 17 more
Works with
| Agent | Status | Evidence | Install to |
|---|---|---|---|
| Claude Code | Compatible | Standard SKILL.md SKILL.md | .claude/skills/<skill-name>/ |
| Codex | Compatible | Standard SKILL.md SKILL.md | .agents/skills/<skill-name>/ |
| Cursor | Compatible | Standard SKILL.md SKILL.md | .cursor/skills/<skill-name>/ |
| Gemini CLI | Compatible | Standard SKILL.md SKILL.md | .gemini/skills/<skill-name>/ |
| GitHub Copilot | Compatible | Standard SKILL.md SKILL.md | .github/skills/<skill-name>/ |
| OpenCode | Compatible | Standard 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.