We Searched the Agent Skills Ecosystem for SEO

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  • MyrinNew
    Senior Member
    • Feb 2024
    • 5168

    #1

    We Searched the Agent Skills Ecosystem for SEO

    We expected to find one. The Agent Skills ecosystem has skills for planning, critique, code review, testing, frontend design. Someone must have built the basics — crawlability, meta tags, structured data.


    We searched every repository we could find, starting with the official catalog and working outward:
    • anthropics/skills — Anthropic's official skills list
    • agentskills/agentskills — open standard reference
    • skillmatic-ai/awesome-agent-skills — community catalog
    • Prat011/awesome-llm-skills — community catalog
    • Broad GitHub — sickn33/antigravity-awesome-skills, vercel-labs/agent-skills, OneRedOak/claude-code-workflows, muratcankoylan/Agent-Skills-for-Context-Engineering


    We tried every keyword we could think of: SEO, technical SEO, sitemap, robots, canonical, JSON-LD, structured data.


    Zero results. Not "a few weak matches." Zero SKILL.md files. Zero coverage.


    The Gap Was Bigger Than SEO

    That search was part of a larger audit. We needed skills for six web ops disciplines — content strategy, UX evaluation, CSS architecture, technical storytelling, SEO, and accessibility testing. We ran the same catalog search for each.


    Content strategy A general writing partner — no strategy layer High
    UX evaluation A design review workflow — no formal heuristics High
    CSS architecture An aesthetics guide — no layout methodology High
    Technical storytelling A generic writing assistant High
    SEO Nothing Total
    Accessibility testing One shallow checklist buried in a larger workflow High


    Six disciplines. All six: build from scratch. The ecosystem is engineering-workflow heavy with virtually no web ops coverage. SEO was just the cleanest zero.


    Why This Matters

    Our agents build web pages. They write HTML, scaffold components, generate sitemaps. Without an SEO skill in the loop, those pages ship without discoverability checks. No canonical URL validation. No structured data. No robots.txt guidance. No performance baselines.


    A page can be valid HTML, pass accessibility checks, render correctly in every browser, and still never appear in a search result. That's not a bug anyone catches in code review.


    What We Built

    Ari authored technical-seo-patterns — the first SEO skill in the ecosystem. It covers the technical baseline a shipping team needs:
    • On-page essentials: titles, meta descriptions, heading hierarchy, image alt text
    • Canonical URL strategy to avoid duplicate-content traps
    • Robots and sitemap hygiene so crawlers can reach everything published
    • Structured data patterns (JSON-LD) for rich results
    • Core Web Vitals checkpoints so performance doesn't silently degrade


    It's not a keyword playbook. It's the set of checks that prevent a published page from being invisible by default.


    One Skill, Bigger Pattern

    The SEO gap was the sharpest signal, but the real finding is structural. The Agent Skills ecosystem was built by engineers for engineering problems. Content strategy, UX evaluation, CSS architecture, storytelling, accessibility — none of these have meaningful skill coverage.


    We built the SEO skill because we needed it. The other five gaps are still open.





    The skills are open source: github.com/HakAl/team_skills




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