Every agent below declares the exact skills it can invoke. The registry rejects any agent that references a skill that doesn't exist, so the "tool not found" runtime error just stops being possible.
Information gathering and analysis expert for blog publications. Gathers up-to-date data points (spanning 2025-2026), evaluates references against established trust tiers, searches Pixabay, Pexels, and Unsplash for media assets, and performs keyword/competitor gap checks. Used for reference validation, asset acquisition, and search positioning research.
Invokes
blogblog-notebooklmblog-briefblog-calendarseo-clusterblog-discourseblog-personablog-strategyblog-taxonomy
tools:WebSearchWebFetchReadGrepGlob
Quality assessment specialist for blog posts. Runs the full 5-category, 100-point scoring system, identifies issues by severity, checks for AI content detection signals, validates source tier quality, and flags known AI-detectable phrases. Invoked for quality review tasks during blog workflows.
Invokes
blogblog-analyzeblog-cannibalizationblog-factcheckblog-locale-auditblog-seo-check
tools:ReadGrepGlob
SEO optimization specialist for blog posts. Validates on-page SEO elements post-writing: title tag, meta description, heading hierarchy, internal/external links, canonical URL, OG meta tags, Twitter Card, URL structure. Produces a pass/fail checklist with specific fixes.
Invokes
blogblog-audioblog-chartblog-notebooklmblog-repurposeblog-seo-checkseo-schema
tools:ReadGrepGlobWebFetch
Specialized translation and localization agent for blog content. Produces native-quality translations of an entire blog post, optimized for both human readers and search engines, with format preservation (markdown, MDX, HTML, frontmatter, schema JSON-LD, SVG charts) and locale-correct number, date, currency, and quote formatting. Invoke from `blog-translate` and `blog-multilingual` orchestrators when a single source-to-target language translation is needed. One agent invocation handles one target language.
Invokes
blogblog-translateblog-locale-auditblog-localizeblog-multilingual
tools:ReadWriteEditGlobGrep
blog-writer
blog-writer
8 skillsContent generation specialist for blog posts. Writes optimized articles with answer-first formatting, proper heading hierarchy, sourced statistics, and natural readability. Follows the 6 pillars of dual optimization. Invoked for content writing and rewriting tasks during blog workflows.
Invokes
blogblog-brandblog-briefblog-factcheckblog-outlineblog-personablog-rewriteblog-write
tools:ReadWriteEditGrepGlob
Backlink profile analyst using free and paid sources. Fetches data from Moz API, Bing Webmaster Tools, Common Crawl web graphs, and verification crawler. Merges multi-source data with confidence-weighted scoring.
Invokes
seo-backlinksseoseo-contentseo-technical
seo-cluster
seo-cluster
4 skills>
Invokes
seo-clusterseoseo-contentseo-schema
Competitor comparison strategist. Builds source-aware "vs", alternatives, and roundup pages with fair positioning and conversion-ready structure.
Invokes
seo-competitor-pages
seo-content
seo-content
3 skillsContent quality reviewer. Evaluates E-E-A-T signals, readability, content depth, AI citation readiness, and thin content detection.
Invokes
seo-contentseo-competitor-pagesseo-programmatic
DataForSEO data analyst. Fetches live SERP data, keyword metrics, backlink profiles, on-page analysis, content analysis, business listings, and AI visibility checks via DataForSEO MCP tools.
seo-drift
seo-drift
2 skills>
>
Firecrawl-backed site crawling specialist for URL discovery, site mapping, and crawl coverage analysis when the Firecrawl MCP server is available.
FLOW framework prompt analyst. Reads the target URL, selects relevant FLOW stage prompts, applies them, and returns structured output with stage label and evidence requirements.
GEO and AI search specialist. Analyzes AI crawler accessibility, llms.txt compliance, passage-level citability, brand mention signals, and platform-specific optimization for Google AI Overviews, ChatGPT, Perplexity, and Bing Copilot.
seo-google
seo-google
1 skillsGoogle SEO API analyst. Fetches CWV field data via CrUX, indexation status via GSC, and organic traffic via GA4 for enriched audit data.
seo-hreflang
seo-hreflang
1 skillsInternational SEO specialist. Validates hreflang graph integrity, code validity, canonical alignment, and generates scalable implementations.
SEO image analyst. Audits existing OG/social preview images, identifies missing or low-quality images, and creates an image generation plan with prompts for key pages. Does NOT auto-generate images.
seo-images
seo-images
1 skillsImage optimization specialist. Audits alt text quality, formats, file-size risks, responsive delivery, lazy loading, and CLS safeguards.
Free Domain Rating and competitor authority specialist. Fetches Domain Rating (DR) scores using the public Ahrefs API to compare site strength.
Invokes
seo-keywords-freeseo-trends
seo-local
seo-local
2 skillsLocal SEO specialist. Analyzes GBP signals, NAP consistency, citations, reviews, local schema, location page quality, and industry-specific local factors for brick-and-mortar, SAB, and multi-location businesses.
Maps intelligence specialist. Geo-grid rank tracking, GBP profile auditing, review intelligence, cross-platform NAP verification, and competitor radius mapping via DataForSEO and free APIs.
Invokes
seo-mapsseoseo-geoseo-localseo-schema
Performance analyzer. Measures and evaluates Core Web Vitals and page load performance.
Invokes
seo-performanceseo
Strategic SEO planner. Produces phased roadmap, KPI targets, content calendar, and architecture guidance by industry template.
Programmatic SEO specialist. Audits scaled-page systems for thin-content risk, index bloat, and rollout quality controls.
seo-schema
seo-schema
1 skillsSchema markup expert. Detects, validates, and generates Schema.org structured data in JSON-LD format.
seo-sitemap
seo-sitemap
1 skillsSitemap architect. Validates XML sitemaps, generates new ones with industry templates, and enforces quality gates for location pages.
Master Supervisor for cross-system SEO and Blog coordination. Evaluates user intent, maps workflows, delegates tasks, and checks task compliance.
Invokes
seo-supervisorblogmemory-managementseokeyword-researchcompetitor-analysiscontent-gap-analysisseo-pagemeta-tags-optimizerinternal-linking-optimizer+10 more
>
Technical SEO specialist. Analyzes crawlability, indexability, security, URL structure, mobile optimization, Core Web Vitals, and JavaScript rendering.
Invokes
seo-technicalseo-hreflang
seo-trends
seo-trends
1 skillsMarket trends and search interest specialist. Analyzes search popularity over time, regional interest, seasonal patterns, and autocomplete query suggestions.
seo-visual
seo-visual
1 skillsVisual analyzer. Captures screenshots, tests mobile rendering, and analyzes above-the-fold content using Playwright.