yolo-learn.vercel.app WebMCP Tools, Schemas & Agent Capabilities

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

heal_flow

act imperative

Repair a drifted flow so it matches the site as it looks now. Renames, reorders, removals and reworded buttons are healed from the site itself. Pass the user's answers for anything check_flow_health asked about.

Input schema

Property	Type	Required	Description
`flowId`	string	no	Flow id from list_flows
`flowName`	string	no	Flow name, if you do not have the id
`answers`	array	no	One entry per question from check_flow_health

Raw JSON schema

{
  "type": "object",
  "properties": {
    "flowId": {
      "type": "string",
      "description": "Flow id from list_flows"
    },
    "flowName": {
      "type": "string",
      "description": "Flow name, if you do not have the id"
    },
    "answers": {
      "type": "array",
      "description": "One entry per question from check_flow_health",
      "items": {
        "type": "object",
        "properties": {
          "questionId": {
            "type": "string"
          },
          "answer": {
            "type": "string"
          }
        },
        "required": [
          "questionId",
          "answer"
        ]
      }
    }
  }
}