Tool tree

stefanbuesch.github.io

Health & EducationTools verifiedOct 26, 2026

A Cyber Lagoon WebMCP field experiment where an agent builds the learning world and only human evidence moves the route.

inspect_learner_stateAnswer

Read the learner goal, strengths, concept mastery, active expedition, evidence count, and current recommendation. Call this before changing the learning path.

View tool JSON

{
  "name": "inspect_learner_state",
  "kind": "answer",
  "impl": "imperative",
  "description": "Read the learner goal, strengths, concept mastery, active expedition, evidence count, and current recommendation. Call this before changing the learning path.",
  "inputSchema": {
    "type": "object",
    "properties": {},
    "additionalProperties": false
  },
  "page": "/cyber-lagoon-webmcp-lab/"
}

materialize_learning_worldAction

Create a visible draft learning world from the learner goal. Use only when no world exists. The learner can review or reset the result.

View tool JSON

{
  "name": "materialize_learning_world",
  "kind": "act",
  "impl": "imperative",
  "description": "Create a visible draft learning world from the learner goal. Use only when no world exists. The learner can review or reset the result.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "goal": {
        "type": "string",
        "minLength": 12,
        "maxLength": 240,
        "description": "The learner's goal in their own words."
      },
      "deadline": {
        "type": "string",
        "maxLength": 60,
        "description": "Optional real deadline or time constraint."
      },
      "title": {
        "type": "string",
        "minLength": 3,
        "maxLength": 80,
        "description": "Short title for the learning world."
      },
      "concepts": {
        "type": "array",
        "minItems": 3,
        "maxItems": 6,
        "description": "Optional ordered concepts. Omit for the built-in deterministic demo path.",
        "items": {
          "type": "object",
          "properties": {
            "id": {
              "type": "string",
              "maxLength": 32
            },
            "title": {
              "type": "string",
              "minLength": 2,
              "maxLength": 64
            },
            "reason": {
              "type": "string",
              "minLength": 4,
              "maxLength": 150
            },
            "mastery": {
              "type": "number",
              "minimum": 0,
              "maximum": 100
            }
          },
          "required": [
            "title",
            "reason"
          ],
          "additionalProperties": false
        }
      }
    },
    "required": [
      "goal"
    ],
    "additionalProperties": false
  },
  "page": "/cyber-lagoon-webmcp-lab/"
}