leofratu.github.io WebMCP Tools, Schemas & Agent Capabilities

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leofratu.github.io

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Train an online text classifier with human labels and a WebMCP browser agent.

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

Answer 3 · Act 5 · Transact 1 · Score: Not yet scored

Tool inspector

propose_model_config

act imperative

Stage new smoothing and low-confidence review settings with a rationale. The proposal does not change the classifier until the person accepts it on the page.

Page: /oai-hackathon/

Input schema

Property	Type	Required	Description
`alpha`	number	yes	Laplace smoothing strength.
`reviewThreshold`	number	yes	Predictions below this confidence require human review.
`rationale`	string	yes	Why the proposed settings fit the current evidence.

Raw JSON schema

{
  "type": "object",
  "properties": {
    "alpha": {
      "type": "number",
      "minimum": 0.1,
      "maximum": 3,
      "description": "Laplace smoothing strength."
    },
    "reviewThreshold": {
      "type": "number",
      "minimum": 0.5,
      "maximum": 0.95,
      "description": "Predictions below this confidence require human review."
    },
    "rationale": {
      "type": "string",
      "minLength": 1,
      "maxLength": 220,
      "description": "Why the proposed settings fit the current evidence."
    }
  },
  "required": [
    "alpha",
    "reviewThreshold",
    "rationale"
  ],
  "additionalProperties": false
}