acctey.org

{
  "name": "generate_population",
  "kind": "act",
  "impl": "imperative",
  "description": "Create a new dummy population to sample from. Clears previous results. Distributions: uniform, normal, exponential, bimodal.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "size": {
        "type": "integer",
        "minimum": 100,
        "maximum": 5000,
        "description": "Number of values in the population"
      },
      "distribution": {
        "type": "string",
        "enum": [
          "uniform",
          "normal",
          "exponential",
          "bimodal"
        ]
      },
      "seed": {
        "type": "integer",
        "description": "Random seed, for reproducible populations"
      }
    }
  }
}

{
  "name": "draw_samples",
  "kind": "act",
  "impl": "imperative",
  "description": "Draw k random samples of size n from the current population and record the mean of each. Returns the run summary and the list of means. Use source=\"server\" to have the Apache-hosted MCP server do the sampling.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "sample_size": {
        "type": "integer",
        "minimum": 2,
        "maximum": 200
      },
      "repetitions": {
        "type": "integer",
        "minimum": 1,
        "maximum": 2000
      },
      "with_replacement": {
        "type": "boolean"
      },
      "source": {
        "type": "string",
        "enum": [
          "browser",
          "server"
        ]
      }
    },
    "required": [
      "sample_size",
      "repetitions"
    ]
  }
}

{
  "name": "get_summary",
  "kind": "answer",
  "impl": "imperative",
  "description": "Return the population statistics, the statistics of all sample means so far, and every run recorded.",
  "inputSchema": {
    "type": "object",
    "properties": {}
  }
}

{
  "name": "clear_results",
  "kind": "act",
  "impl": "imperative",
  "description": "Discard all recorded sample means and runs, keeping the population.",
  "inputSchema": {
    "type": "object",
    "properties": {}
  }
}