{
  "name": "Omen Probability Calibration Mech",
  "description": "Returns historically calibrated Omen probabilities (p_yes, p_no, confidence, info_utility) for the observed Omen probability-question wrapper. Frozen isotonic calibration. No LLM, no browsing, no wallet action. Does not claim certainty, financial advice, or predictive improvement beyond measured holdout evidence. Documentation and request examples: https://mechs.cyberdecks.cc/services/3795/",
  "inputFormat": "ipfs-v0.1",
  "outputFormat": "ipfs-v0.1",
  "image": "https://gateway.autonolas.tech/ipfs/bafybeidzpenez565d7vp7jexfrwisa2wijzx6vwcffli57buznyyqkrceq",
  "url": "",
  "tools": [
    "omen_probability_calibrate"
  ],
  "toolMetadata": {
    "omen_probability_calibrate": {
      "name": "omen_probability_calibrate",
      "description": "Accept the observed Omen probability-question wrapper (request_context.type=omen, numeric market_prob in [0,1]) and return parser-compatible p_yes, p_no, confidence, and info_utility from a frozen historical calibration map. Documentation: https://mechs.cyberdecks.cc/services/3795/",
      "input": {
        "type": "text",
        "description": "The exact observed Omen probability-question prompt wrapper, including request_context.type=omen and a numeric non-Boolean finite market_prob in [0,1]."
      },
      "output": {
        "type": "object",
        "description": "An Olas Mech response envelope whose result field is serialized JSON containing p_yes, p_no, confidence, and info_utility, or a deterministic typed JSON error.",
        "properties": {
          "requestId": {
            "type": "integer",
            "description": "Unique Olas Marketplace request identifier."
          },
          "result": {
            "type": "string",
            "description": "Serialized JSON with p_yes, p_no, confidence, and info_utility, or a deterministic typed JSON error.",
            "example": "{\"confidence\":0.04155753089652092,\"info_utility\":0.009931321842705764,\"p_no\":0.6444888342552756,\"p_yes\":0.3555111657447244}"
          },
          "prompt": {
            "type": "string",
            "description": "Original caller-supplied Omen probability-question wrapper."
          }
        },
        "required": [
          "requestId",
          "result",
          "prompt"
        ],
        "schema": {
          "type": "object",
          "properties": {
            "requestId": {
              "type": "integer",
              "description": "Unique Olas Marketplace request identifier."
            },
            "result": {
              "type": "string",
              "description": "Serialized JSON with p_yes, p_no, confidence, and info_utility, or a deterministic typed JSON error.",
              "example": "{\"confidence\":0.04155753089652092,\"info_utility\":0.009931321842705764,\"p_no\":0.6444888342552756,\"p_yes\":0.3555111657447244}"
            },
            "prompt": {
              "type": "string",
              "description": "Original caller-supplied Omen probability-question wrapper."
            }
          },
          "required": [
            "requestId",
            "result",
            "prompt"
          ]
        }
      }
    }
  },
  "external_url": "https://mechs.cyberdecks.cc/services/3795/",
  "documentation_url": "https://mechs.cyberdecks.cc/services/3795/"
}