SEO — Universal SEO Analysis Skill

Comprehensive SEO analysis across all industries (SaaS, local services, e-commerce, publishers, agencies). Orchestrates 44 specialized sub-skills (44 active) and 6 subagents.

Quick Reference

Active Commands (Phase 1 — Enhanced)

Command	What it does	Status
/seo audit <url>	Full website audit with parallel subagent delegation	active
/seo page <url>	Deep single-page analysis	active
/seo sitemap <url or generate>	Analyze or generate XML sitemaps	active
/seo schema <url>	Detect, validate, and generate Schema.org markup	active
/seo images <url>	Image optimization analysis	active
/seo technical <url>	Technical SEO audit (8 categories)	active
/seo content <url>	E-E-A-T and content quality analysis	active
/seo geo <url>	AI Overviews / Generative Engine Optimization	active
/seo plan <business-type>	Strategic SEO planning	active
/seo programmatic [url|plan]	Programmatic SEO analysis and planning	active
/seo competitor-pages [url|generate]	Competitor comparison page generation	active
/seo hreflang [url]	Hreflang/i18n SEO audit and generation	active

Active Commands (Phase 2 — Live MCP Data)

Command	What it does	Status
/seo gsc overview <site>	GSC performance overview (clicks, impressions, CTR, position)	active
/seo gsc drops <site>	Detect keyword/page ranking drops	active
/seo gsc opportunities <site>	Find high-impression, low-CTR opportunities	active
/seo gsc brand-vs-nonbrand <site>	Brand vs non-brand traffic split analysis	active
/seo gsc cannibalization <site>	Detect keyword cannibalization	active
/seo gsc compare <site>	Period-over-period comparison (MoM, YoY)	active
/seo gsc content-decay <site>	Pages losing rankings over 90 days	active
/seo gsc index-issues <site>	Pages not indexed with reasons	active
/seo gsc new-keywords <site>	Keywords started ranking for recently	active
/seo ahrefs overview <domain>	Domain authority, traffic, and top metrics	active
/seo ahrefs backlinks <domain>	Backlink profile analysis	active
/seo ahrefs keywords <domain>	Organic keyword rankings	active
/seo ahrefs competitors <domain>	Identify organic competitors	active
/seo ahrefs content-gap <domain>	Keywords competitors rank for, you don't	active
/seo ahrefs broken-links <domain>	Find broken backlinks to reclaim	active
/seo ahrefs new-links <domain>	New referring domains (last 30 days)	active
/seo ahrefs anchor-analysis <domain>	Anchor text distribution analysis	active
/seo ahrefs dr-history <domain>	Domain Rating history trend	active
/seo ahrefs top-pages <domain>	Top pages by organic traffic	active
/seo markdown-audit <path>	Markdown SEO audit (no MCP needed)	active

Active Commands (Phase 3 — Cross-MCP)

Command	What it does	Status
/seo serp <keyword>	Live SERP analysis via Ahrefs + WebMCP	active
/seo content-brief <keyword>	AI content brief from SERP data	active
/seo brand-radar <brand>	AI search brand monitoring via Ahrefs Brand Radar	active
/seo site-audit-pro <domain>	Flagship multi-MCP audit (sequential wave architecture)	active
/seo report <type> <domain>	Automated report generation from available MCP data	active

Active Commands (Phase 4 — Local Analysis)

Command	What it does	Status
/seo log-analysis <file>	Server log crawl budget analysis	active
/seo ai-content-check <url or file>	AI content detection and authenticity scoring	active
/seo internal-links <domain>	Internal link structure analysis and orphan detection	active
/seo local <business>	Local SEO audit (NAP, schema, GBP, citations)	active
/seo migration-check <old> <new>	Site migration redirect and SEO validator	active

Active Commands (Phase 5 — AI Readability)

Command	What it does	Status
/seo llms-txt <url|generate|validate>	Generate, validate, or audit llms.txt files	active
/seo robots-ai <url>	Audit robots.txt for AI crawler access policies	active

Orchestration Logic

When the user invokes /seo audit, delegate to subagents in parallel:

1. Detect business type (SaaS, local, ecommerce, publisher, agency, other)
2. Spawn subagents: seo-technical, seo-content, seo-schema, seo-sitemap, seo-performance, seo-visual
3. Collect results and generate unified report with SEO Health Score (0-100)
4. Create prioritized action plan (Critical → High → Medium → Low)

For individual commands, load the relevant sub-skill directly.

Logic ownership: All command logic lives in each sub-skill's SKILL.md (not in agent files). Agents are only used for parallel audit work within /seo audit.

Command Routing

Level 1: Command Group Detection

When the user invokes /seo <command>:

1. Match against the routing table below
2. If exact match with active command → load the sub-skill SKILL.md directly
3. If group match (gsc, ahrefs) → extract sub-command and route to specific sub-skill via Level 2 routing
4. If command sub-skill directory does not exist → return "Not Yet Available" message (see below)
5. If no match → suggest the closest command from the Quick Reference table

Level 2: Sub-command Routing

For grouped commands, extract the sub-command and route to the specific sub-skill:

GSC sub-commands (all require GSC MCP — see references/mcp-degradation.md):

• /seo gsc overview <site> → load seo-gsc-overview/SKILL.md
• /seo gsc drops <site> → load seo-gsc-drops/SKILL.md
• /seo gsc opportunities <site> → load seo-gsc-opportunities/SKILL.md
• /seo gsc brand-vs-nonbrand <site> → load seo-gsc-brand-vs-nonbrand/SKILL.md
• /seo gsc cannibalization <site> → load seo-gsc-cannibalization/SKILL.md
• /seo gsc compare <site> → load seo-gsc-compare/SKILL.md
• /seo gsc content-decay <site> → load seo-gsc-content-decay/SKILL.md
• /seo gsc index-issues <site> → load seo-gsc-indexing/SKILL.md
• /seo gsc new-keywords <site> → load seo-gsc-new-keywords/SKILL.md

Ahrefs sub-commands (all require Ahrefs MCP — see references/mcp-degradation.md):

• /seo ahrefs overview <domain> → load seo-ahrefs-overview/SKILL.md
• /seo ahrefs backlinks <domain> → load seo-ahrefs-backlinks/SKILL.md
• /seo ahrefs keywords <domain> → load seo-ahrefs-keywords/SKILL.md
• /seo ahrefs competitors <domain> → load seo-ahrefs-competitors/SKILL.md
• /seo ahrefs content-gap <domain> → load seo-ahrefs-content-gap/SKILL.md
• /seo ahrefs broken-links <domain> → load seo-ahrefs-broken-links/SKILL.md
• /seo ahrefs new-links <domain> → load seo-ahrefs-new-links/SKILL.md
• /seo ahrefs anchor-analysis <domain> → load seo-ahrefs-anchor-analysis/SKILL.md
• /seo ahrefs dr-history <domain> → load seo-ahrefs-dr-history/SKILL.md
• /seo ahrefs top-pages <domain> → load seo-ahrefs-top-pages/SKILL.md

Routing Table

Full mapping of all 44 commands to sub-skill directory names:

Command	Sub-skill Directory	Status
/seo audit	seo-audit/	active
/seo page	seo-page/	active
/seo sitemap	seo-sitemap/	active
/seo schema	seo-schema/	active
/seo images	seo-images/	active
/seo technical	seo-technical/	active
/seo content	seo-content/	active
/seo geo	seo-geo/	active
/seo plan	seo-plan/	active
/seo programmatic	seo-programmatic/	active
/seo competitor-pages	seo-competitor-pages/	active
/seo hreflang	seo-hreflang/	active
/seo gsc overview	seo-gsc-overview/	active
/seo gsc drops	seo-gsc-drops/	active
/seo gsc opportunities	seo-gsc-opportunities/	active
/seo gsc brand-vs-nonbrand	seo-gsc-brand-vs-nonbrand/	active
/seo gsc cannibalization	seo-gsc-cannibalization/	active
/seo gsc compare	seo-gsc-compare/	active
/seo gsc content-decay	seo-gsc-content-decay/	active
/seo gsc index-issues	seo-gsc-indexing/	active
/seo gsc new-keywords	seo-gsc-new-keywords/	active
/seo ahrefs overview	seo-ahrefs-overview/	active
/seo ahrefs backlinks	seo-ahrefs-backlinks/	active
/seo ahrefs keywords	seo-ahrefs-keywords/	active
/seo ahrefs competitors	seo-ahrefs-competitors/	active
/seo ahrefs content-gap	seo-ahrefs-content-gap/	active
/seo ahrefs broken-links	seo-ahrefs-broken-links/	active
/seo ahrefs new-links	seo-ahrefs-new-links/	active
/seo ahrefs anchor-analysis	seo-ahrefs-anchor-analysis/	active
/seo ahrefs dr-history	seo-ahrefs-dr-history/	active
/seo ahrefs top-pages	seo-ahrefs-top-pages/	active
/seo markdown-audit	seo-markdown-audit/	active
/seo serp	seo-serp/	active
/seo content-brief	seo-content-brief/	active
/seo brand-radar	seo-brand-radar/	active
/seo site-audit-pro	seo-site-audit-pro/	active
/seo report	seo-report/	active
/seo log-analysis	seo-log-analysis/	active
/seo ai-content-check	seo-ai-content-check/	active
/seo internal-links	seo-internal-links/	active
/seo local	seo-local/	active
/seo migration-check	seo-migration-check/	active
/seo llms-txt	seo-llms-txt/	active
/seo robots-ai	seo-robots-ai/	active

Unavailable Command Response

If a command's sub-skill directory does not exist:

1. Tell the user: "[command] is not yet available."
2. Suggest an alternative from the active commands that provides partial value.
3. Do NOT attempt to fabricate the functionality inline.

Example response for unavailable command (Phase 4 and beyond):

/seo [command] is not yet available.

While waiting, you can use:
- `/seo audit <url>` — full site audit using available static analysis
- `/seo site-audit-pro <domain>` — comprehensive multi-MCP audit with live Ahrefs and GSC data

Industry Detection

Detect business type from homepage signals:

• SaaS: pricing page, /features, /integrations, /docs, "free trial", "sign up"
• Local Service: phone number, address, service area, "serving [city]", Google Maps embed
• E-commerce: /products, /collections, /cart, "add to cart", product schema
• Publisher: /blog, /articles, /topics, article schema, author pages, publication dates
• Agency: /case-studies, /portfolio, /industries, "our work", client logos

Quality Gates

Read references/quality-gates.md for thin content thresholds per page type. Hard rules:

• WARNING at 30+ location pages (enforce 60%+ unique content)
• HARD STOP at 50+ location pages (require user justification)
• Never recommend HowTo schema (deprecated Sept 2023)
• FAQ schema only for government and healthcare sites
• All Core Web Vitals references use INP, never FID

Reference Files

Load these on-demand as needed — do NOT load all at startup:

• references/cwv-thresholds.md — Current Core Web Vitals thresholds and measurement details
• references/schema-types.md — All supported schema types with deprecation status
• references/eeat-framework.md — E-E-A-T evaluation criteria (Sept 2025 QRG update)
• references/quality-gates.md — Content length minimums, uniqueness thresholds
• references/mcp-degradation.md — MCP availability checks, error templates, fallback mapping
• references/ahrefs-api-reference.md — Ahrefs MCP tool mapping, response fields, monetary conversion
• references/gsc-api-reference.md — GSC MCP tool mapping, property formats, response fields
• references/llms-txt-spec.md — llms.txt specification, format rules, tooling, examples, 2000+ adopter list
• references/ai-crawlers-guide.md — AI crawler registry, robots.txt tokens, blocking stats, strategy templates

Scoring Methodology

SEO Health Score (0-100)

Weighted aggregate of all categories:

Category	Weight
Technical SEO	25%
Content Quality	25%
On-Page SEO	20%
Schema / Structured Data	10%
Performance (CWV)	10%
Images	5%
AI Search Readiness	5%

Priority Levels

• Critical: Blocks indexing or causes penalties (immediate fix required)
• High: Significantly impacts rankings (fix within 1 week)
• Medium: Optimization opportunity (fix within 1 month)
• Low: Nice to have (backlog)

Sub-Skills

This skill orchestrates 44 specialized sub-skills (44 active):

Active (Phase 1 — Static Analysis):

1. seo-audit — Full website audit with parallel delegation
2. seo-page — Deep single-page analysis
3. seo-technical — Technical SEO (8 categories)
4. seo-content — E-E-A-T and content quality
5. seo-schema — Schema markup detection and generation
6. seo-images — Image optimization
7. seo-sitemap — Sitemap analysis and generation
8. seo-geo — AI Overviews / GEO optimization
9. seo-plan — Strategic planning with templates
10. seo-programmatic — Programmatic SEO analysis and planning
11. seo-competitor-pages — Competitor comparison page generation
12. seo-hreflang — Hreflang/i18n SEO audit and generation

Active (Phase 2 — GSC MCP, requires GSC MCP registration): 13. seo-gsc-overview — GSC performance dashboard 14. seo-gsc-drops — Ranking drop detection 15. seo-gsc-opportunities — High-impression, low-CTR opportunity finder 16. seo-gsc-brand-vs-nonbrand — Brand vs non-brand traffic split analysis 17. seo-gsc-cannibalization — Keyword cannibalization detection 18. seo-gsc-compare — Period-over-period comparison 19. seo-gsc-content-decay — Pages losing rankings over 90 days 20. seo-gsc-indexing — Pages not indexed with reasons 21. seo-gsc-new-keywords — Keywords started ranking for recently

Active (Phase 2 — Ahrefs MCP): 22. seo-ahrefs-overview — Domain authority and top metrics 23. seo-ahrefs-backlinks — Backlink profile analysis 24. seo-ahrefs-keywords — Organic keyword rankings 25. seo-ahrefs-competitors — Organic competitor identification 26. seo-ahrefs-content-gap — Content gap analysis 27. seo-ahrefs-broken-links — Broken backlink recovery 28. seo-ahrefs-new-links — New referring domain monitoring 29. seo-ahrefs-anchor-analysis — Anchor text distribution 30. seo-ahrefs-dr-history — Domain Rating history 31. seo-ahrefs-top-pages — Top pages by organic traffic

Active (Phase 2 — Local/No MCP): 32. seo-markdown-audit — Markdown file SEO audit (no MCP needed)

Active (Phase 3 — Cross-MCP): 33. seo-serp — Live SERP analysis 34. seo-content-brief — AI content brief from SERP data 35. seo-brand-radar — Brand monitoring via Ahrefs Brand Radar 36. seo-site-audit-pro — Flagship multi-MCP audit (sequential wave) 37. seo-report — Automated report generation

Active (Phase 4 — Local Analysis): 38. seo-log-analysis — Server log crawl budget analysis 39. seo-ai-content-check — AI content detection 40. seo-internal-links — Internal link structure audit 41. seo-local — Local SEO audit 42. seo-migration-check — Site migration validator

Active (Phase 5 — AI Readability): 43. seo-llms-txt — llms.txt generation, validation, and audit 44. seo-robots-ai — AI crawler robots.txt audit

Subagents

For parallel analysis during audits:

• seo-technical — Crawlability, indexability, security, CWV
• seo-content — E-E-A-T, readability, thin content
• seo-schema — Detection, validation, generation
• seo-sitemap — Structure, coverage, quality gates
• seo-performance — Core Web Vitals measurement
• seo-visual — Screenshots, mobile testing, above-fold