Refactor the monolithic seo-analyzer into two specialist agents
orchestrated in parallel by the /seo skill, plus a standalone /geo
skill for AI-only audits.
Changes
- agents/seo-analyzer.md: refocused on classical engines (Google, Bing,
DuckDuckGo). Adds Core Web Vitals 2.0 (LCP/INP/CLS + VSI), CSP + full
security headers, hreflang audit, video SEO (transcripts), accessibility
as ranking signal, image/video sitemaps.
- agents/geo-analyzer.md: new agent for AI engines (ChatGPT, Claude,
Perplexity, Gemini, Google AI Overviews, Copilot). Covers AI crawler
policy, llms.txt/llms-full.txt, Schema.org for AI extraction (QAPage,
Speakable, Person+Article, Organization graph), entity SEO (Wikidata,
sameAs, Knowledge Panel), content shape (Definition Lead, TL;DR,
Q->A, citable stats, freshness), AI visibility testing.
- agents/resources/: shared knowledge base referenced by both agents —
ai-crawlers-2026.md (25+ bots, training vs retrieval categories,
permissive/restrictive templates), llms-txt-template.md, geo-schemas.md
(incl. deprecated list: ClaimReview, CourseInfo, etc. removed June 2025),
entity-seo.md, content-shape-for-ai.md, ai-visibility-tools.md,
automation-catalog.md.
- skills/seo/SKILL.md: becomes parallel dispatcher. Collects context
once (depth + business), spawns both agents in a single message for
concurrent execution, merges envelopes into unified SEO.md. Includes
authoritative file-ownership matrix to prevent parallel-edit races.
- skills/geo/SKILL.md: new standalone wrapper for GEO-only audits.
Scoring
- Combined score: GLOBAL = 0.80 * SEO + 0.20 * GEO (local B2C),
0.75 * SEO + 0.25 * GEO (SaaS/national/content).
- GEO axis weight raised from 5% (old) to first-class dimension.
Policy
- AI crawlers: permissive default (maximise AI citations). Restrictive
template available for premium/regulated content.
- Every user action in SEO.md section 11 must cite automation options
from automation-catalog.md.
Tools
- WebFetch + WebSearch added to allowed-tools of both skills and
both agents (needed for live CWV via PageSpeed API, AI visibility
testing, Wikidata/Knowledge Panel lookups, competitor analysis).
Research basis (2026 state of the art validated via WebSearch):
- Core Web Vitals 2.0 (VSI signal, Google core update March 2026)
- AI Overviews trigger on ~48% of Google searches
- ClaimReview + 6 other schema types deprecated June 2025
- Definition Lead Architecture (CMU KDD 2024, +impression score)
- Citations + stats add up to 40% AI visibility (Aggarwal 2024)
- Wikidata grounds every major LLM (ChatGPT, Claude, Gemini, Perplexity)
Backup
- agents/seo-analyzer.md.bak kept for rollback reference.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
Complete rewrite of the SEO/GEO audit agent (317 → 868 lines):
- Two audit depths: LOCAL (code-only, 4 scored axes) and FULL (live site +
external presence + competitors, 8 scored axes). Same rigor, user chooses.
- Plugin-advisor invoked at STEP 3 (after stack detection), not upfront.
Only triggered for FULL depth. Offers downgrade to LOCAL if tools missing.
- Sub-agent orchestration: findings triaged into 6 batches (A-F), delegated
to hotfixer (1-2 file fixes), feater (multi-file features), or direct Bash
(image pipeline). No more raw edits from the orchestrator.
- New audit scopes: live HTTP audit, external presence (GMB, social, citations,
NAP consistency), competitive analysis, legal compliance FR (LCEN, RGPD,
DGCCRF), GEO/AI readiness (FAQPage, E-E-A-T, AI engine visibility).
- Scored report (/20 per axis, weighted by business type) with prioritized
action plan (quick wins / medium / long term).
- SEO.md versioned document (15 sections, iterative updates, audit history).
- Landing page protection rule, confirmation gates for structural changes.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Skills now delegate to agent .md files instead of embedding logic
inline. Added new agents (bugfixer, code-cleaner, commit-changer,
doc-syncer, feater, hotfixer, seo-analyzer) and new skills
(code-clean, doc, seo). Replaced /readme with /doc (broader scope).
Co-Authored-By: Claude <noreply@anthropic.com>
