skillhash

Is ai-seo safe?

Grade A, 98/100. No meaningful risk found.

When the user wants to optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers. Also use when the user mentions 'AI SEO,' 'AEO,' 'GEO,' 'LLMO,' 'answer engine optimization,' 'generative engine optimization,' 'LLM optimization,' 'AI Overviews,' 'optimize for ChatGPT,' 'optimize for Perplexity,' 'AI citations,' 'AI visibility,' 'zero-click search,' 'how do I show up in AI answers,' 'LLM mentions,' 'optimize for Claude/Gemini,' 'llms.txt,' 'llms-full.txt,' 'OKF,' 'Open Knowledge Format,' 'knowledge bundle,' 'agent-readable site,' 'agent readiness,' 'is my site agent-ready,' 'WebMCP,' 'do listicles still work for AI,' 'ChatGPT stopped citing comparison pages,' 'how do LLMs see our brand,' 'LinkedIn for AEO,' or 'AI citation format shift.' Use this whenever someone wants their content to be cited or surfaced by AI assistants and AI search engines. For traditional technical and on-page SEO audits, see seo-audit. For structured data implementation, see schema.

coreyhaines31/marketingskills/skills/ai-seo 56kChecked 3h agoContent last changed 3h ago
A

ai-seo

skills/ai-seo
98/100 · No meaningful risk found1 low

When the user wants to optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers. Also use when the user mentions 'AI SEO,' 'AEO,' 'GEO,' 'LLMO,' 'answer engine optimization,' 'generative engine optimization,' 'LLM optimization,' 'AI Overviews,' 'optimize for ChatGPT,' 'optimize for Perplexity,' 'AI citations,' 'AI visibility,' 'zero-click search,' 'how do I show up in AI answers,' 'LLM mentions,' 'optimize for Claude/Gemini,' 'llms.txt,' 'llms-full.txt,' 'OKF,' 'Open Knowledge Format,' 'knowledge bundle,' 'agent-readable site,' 'agent readiness,' 'is my site agent-ready,' 'WebMCP,' 'do listicles still work for AI,' 'ChatGPT stopped citing comparison pages,' 'how do LLMs see our brand,' 'LinkedIn for AEO,' or 'AI citation format shift.' Use this whenever someone wants their content to be cited or surfaced by AI assistants and AI search engines. For traditional technical and on-page SEO audits, see seo-audit. For structured data implementation, see schema.

Content hash
sha256:464e835311a5e37971ff4729e81fa70e37992ccd498b1b83077e1e6d9eff3542
Files
17
Quality
100/100

Security findings

  • lowUnpinned package installSL501 · skills/ai-seo/evals/evals.json:119
    "expected_output": "Should load references/agent-readiness.md and address both halves. (1) Agent readiness: recommend running a free scoring tool (npx is-agent…

    Installing without a version means a future malicious release lands automatically. Fix: Pin an exact version (pkg==1.2.3, pkg@1.2.3).

  • infoUnpinned package installSL501 · skills/ai-seo/references/agent-readiness.md:9
    | **Is Agentic** (Vercel + Ora) | `npx is-agentic yourdomain.com` or [is-agentic.com](https://is-agentic.com) | 100+ checks; Essential checks carry most of the…

    Installing without a version means a future malicious release lands automatically. Fix: Pin an exact version (pkg==1.2.3, pkg@1.2.3). Severity lowered: the line reads as documentation, not an instruction.

Quality

  • infoSKILL.md is longSL705 · skills/ai-seo/SKILL.md:1
    501 lines

    Long skills spend context on every load. Fix: Keep SKILL.md under 500 lines and move reference material into linked files.

Files in this skill
  • SKILL.md35.6 KB
  • evals/evals.json17.1 KB
  • references/agent-defaults.md9.1 KB
  • references/agent-readiness.md8.2 KB
  • references/ai-attribution.md4.2 KB
  • references/answer-accuracy.md5.6 KB
  • references/citations-vs-recommendations.md12.5 KB
  • references/content-patterns.md12.6 KB
  • references/content-types.md3.5 KB
  • references/format-volatility.md7.1 KB
  • references/linkedin-ai-citations.md8.5 KB
  • references/multilingual-and-commerce.md4.8 KB
  • references/okf.md5.8 KB
  • references/platform-ranking-factors.md15.7 KB
  • references/positioning-and-consensus.md7.1 KB
  • references/prompt-portfolio.md6.2 KB
  • references/youtube-ai-citations.md4.4 KB

Questions about ai-seo

Is ai-seo safe to install?
Our scanner gave ai-seo grade A (98/100): no meaningful risk found. It matched 1 rule(s); review them below before installing. Static analysis cannot prove safety, so pin the reviewed revision with a lockfile.
How do I install ai-seo in Claude Code or Codex?
Run skillhash add github:coreyhaines31/marketingskills/skills/ai-seo. It downloads the exact commit, checks the grade against your policy, writes skills.lock and installs it into .claude/skills and .agents/skills.
What happens if ai-seo changes upstream?
Its content hash changes. skillhash verify fails in CI until you review the new version and update the lock. With a watch, you also get an alert.

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