chaibi-mustapha.github.io

{
  "name": "get_child_progress",
  "kind": "answer",
  "impl": "imperative",
  "description": "Returns overall child learning progress: cumulative points, letter/number/shape mastery scores, and streak history.",
  "inputSchema": {
    "type": "object",
    "properties": {}
  },
  "page": "/traceai-webmcp/"
}

{
  "name": "get_current_exercise",
  "kind": "answer",
  "impl": "imperative",
  "description": "Returns the exercise currently displayed on screen: character (letter/number/shape), mode, and difficulty level.",
  "inputSchema": {
    "type": "object",
    "properties": {}
  },
  "page": "/traceai-webmcp/"
}

{
  "name": "analyze_trace",
  "kind": "act",
  "impl": "imperative",
  "description": "Analyzes the stroke path drawn by the child and returns a multi-dimensional score across 5 dimensions: direction, position, precision, continuity, and line respect.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "points": {
        "type": "array",
        "description": "Ordered list of stroke points {x, y, t} captured during tracing",
        "items": {
          "type": "object",
          "properties": {
            "x": {
              "type": "number"
            },
            "y": {
              "type": "number"
            },
            "t": {
              "type": "number"
            }
          }
        }
      }
    },
    "required": [
      "points"
    ]
  },
  "page": "/traceai-webmcp/"
}

{
  "name": "get_weak_letters",
  "kind": "answer",
  "impl": "imperative",
  "description": "Returns the list of letters/numbers where the child's average score is below the mastery threshold (70%), along with the dominant weakness type.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "threshold": {
        "type": "number",
        "description": "Mastery threshold below which a character is considered struggling (default: 0.70)"
      }
    }
  },
  "page": "/traceai-webmcp/"
}

{
  "name": "generate_exercise",
  "kind": "act",
  "impl": "imperative",
  "description": "Generates and renders a targeted exercise for a specific character, with an optional focus (direction, position, precision) to display reinforced visual guidance.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "character": {
        "type": "string",
        "description": "The character to practice, e.g. 'D', 'A', '2'"
      },
      "focus": {
        "type": "string",
        "enum": [
          "direction",
          "position",
          "precision",
          "continuity",
          "lineRespect"
        ],
        "description": "Target dimension for reinforced visual cues (e.g. animated guiding arrows)"
      },
      "difficulty": {
        "type": "string",
        "enum": [
          "easy",
          "medium",
          "hard"
        ],
        "description": "Optional guidance difficulty level"
      }
    },
    "required": [
      "character"
    ]
  },
  "page": "/traceai-webmcp/"
}

{
  "name": "set_difficulty",
  "kind": "act",
  "impl": "imperative",
  "description": "Changes the exercise mode or difficulty level (trace, copy, memory, easy, medium, hard).",
  "inputSchema": {
    "type": "object",
    "properties": {
      "level": {
        "type": "string",
        "enum": [
          "easy",
          "medium",
          "hard",
          "trace",
          "copy",
          "memory"
        ],
        "description": "Learning mode or guidance level"
      }
    },
    "required": [
      "level"
    ]
  },
  "page": "/traceai-webmcp/"
}

{
  "name": "start_lesson",
  "kind": "act",
  "impl": "imperative",
  "description": "Starts a new structured learning lesson sequence customized to detected weaknesses.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "characters": {
        "type": "array",
        "items": {
          "type": "string"
        },
        "description": "Ordered list of characters for the lesson (e.g. ['D', 'P', 'B'])"
      }
    },
    "required": [
      "characters"
    ]
  },
  "page": "/traceai-webmcp/"
}

{
  "name": "complete_exercise",
  "kind": "act",
  "impl": "imperative",
  "description": "Marks the active exercise as completed, persists the score in performance history, and advances to the next step.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "score": {
        "type": "number",
        "description": "Final performance score achieved (0.0 to 1.0)"
      }
    },
    "required": [
      "score"
    ]
  },
  "page": "/traceai-webmcp/"
}