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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

audit_page

act imperative

Run three specialist passes over the page currently on screen and return their findings. The bug scout checks structure and semantics, the workflow checker asks whether the task can actually be completed, and the theme critic measures contrast and target sizes. Every finding cites the rule that produced it and says whether that rule is a published standard or a preference of this app's. Anything not computable is returned as unknown rather than as a pass. A second call on the same page shape returns a diff against the first.

Input schema

PropertyTypeRequiredDescription
lenses array no Which passes to run. Defaults to all three.
Raw JSON schema
{
  "type": "object",
  "properties": {
    "lenses": {
      "type": "array",
      "description": "Which passes to run. Defaults to all three.",
      "items": {
        "type": "string",
        "enum": [
          "bugs",
          "workflow",
          "theme"
        ]
      }
    }
  }
}

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