Works with the AI tools you already use
Get Cited by AI
It targets being quoted in AI answers — not classic search rankings (pair it with an SEO gate for that).
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See it in action
You say
"Audit this article for AI search — I want it cited when people ask AI about remote work tools."
Your agent does
A REVISE verdict: the answer is buried in paragraph 4 (lead with it); headings aren't question-shaped (use "What are the best remote work tools in 2026?"); no specific tools or stats, just adjectives; no author or sources; one giant text block (add lists + a comparison table). Top fix: open with a direct, quotable one-sentence answer. Verdict: REVISE.
What you get
About this skill
Search is shifting from "rank a page so someone clicks" to "be the source an AI answer quotes." This gate audits content for that second game — how likely an answer engine is to extract from it and cite it — and returns the specific fixes that move the needle. It runs nine checks: • Answer-first extractability — is the answer up top, or buried under intro? • Question-shaped structure — headings and FAQ phrased like real queries • Quotable units — self-contained sentences and stats an engine can lift verbatim • Specificity & factual density — concrete facts, numbers, named entities vs filler • Authoritativeness & sourcing — named author, cited primary sources, original data • Parseable structure & schema — clean hierarchy, lists, tables, FAQ/Article markup • Entity & topic clarity — clear, consistent, focused • Freshness — visible, current dates • Crawler access — reachable by AI crawlers; llms.txt where relevant You get a PASS/REVISE verdict with the top fixes in priority order. It targets being quoted in AI answers — not classic search rankings (pair it with an SEO gate for that). It audits and recommends; it doesn't rewrite the whole piece unless asked.
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.
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Creator
PubsProToolkit builds rigor-first skills for AI agents — they write your docs and content properly, then adversarially review them to catch what's wrong before it ships. The result: cleaner output and a hard quality gate in one toolkit. Built by a CMPP-certified, PhD medical writer who brings regulated-industry standards to developer docs, content, compliance, and research integrity.
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