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yolo-learn.vercel.app

yolo-learn.vercel.app

live Unverified (seed import) AI & Agents 14 tools imperative implementation

Yolo Learn reads a website's form by itself, mints a WebMCP tool for the task live mid-session, and when the site is redesigned it reports what changed, asks at most one question, heals, and runs…

First seen 2026-11-05 · Last seen 2026-11-05 · Source: webmcp.com

Answer 6 · Act 8 · Transact 0 · Score: Not yet scored

Tool inspector

learn_site

act imperative

Learn the task on the current page autonomously, with no human demonstration. Reads the form the way a screen reader would - labels, field names, required flags, option lists - walks the wizard with throwaway values, and mints a tool for what it found. Every field it discovers becomes a parameter you supply at call time; it never invents a person's details. It will not press a button unless that button clearly means "next", so it cannot submit anything. Safe to call on a page that is already known: it checks first and returns the existing flow rather than learning a duplicate. Pass force to re-read deliberately.

Input schema

PropertyTypeRequiredDescription
force boolean no Re-read even if this page is already known, instead of returning what is stored
Raw JSON schema
{
  "type": "object",
  "properties": {
    "force": {
      "type": "boolean",
      "description": "Re-read even if this page is already known, instead of returning what is stored"
    }
  }
}

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