your-last-coach.vercel.app WebMCP Tools, Schemas & Agent Capabilities

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your-last-coach.vercel.app

live Unverified (seed import) Health & Education 6 tools imperative implementation

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A shared Training Plan workspace for an Athlete and Coach Agent.

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

Answer 4 · Act 2 · Transact 0 · Score: Not yet scored

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open_workout_adaptation_review

act imperative

Submit evidence-grounded rationale and exactly two ranked, structurally different options; open the on-page review; never apply a plan directly; the call returns immediately.

Input schema

Property	Type	Required	Description
`reviewId`	string	yes	—
`sourceWorkoutId`	string	yes	—
`expectedPlanVersion`	integer	yes	—
`evidenceRefs`	array	yes	—
`rationale`	object	yes	—
`recommended`	—	yes	—
`alternative`	—	yes	—

Raw JSON schema

{
  "type": "object",
  "properties": {
    "reviewId": {
      "type": "string",
      "minLength": 1
    },
    "sourceWorkoutId": {
      "type": "string",
      "minLength": 1
    },
    "expectedPlanVersion": {
      "type": "integer",
      "minimum": 1
    },
    "evidenceRefs": {
      "type": "array",
      "minItems": 1,
      "uniqueItems": true,
      "items": {
        "type": "string",
        "minLength": 1
      }
    },
    "rationale": {
      "type": "object",
      "properties": {
        "summary": {
          "type": "string",
          "minLength": 1
        },
        "counterEvidence": {
          "type": "string",
          "minLength": 1
        },
        "confidence": {
          "type": "string",
          "enum": [
            "low",
            "moderate",
            "high"
          ]
        },
        "limitations": {
          "type": "array",
          "minItems": 1,
          "items": {
            "type": "string",
            "minLength": 1
          }
        }
      },
      "required": [
        "summary",
        "counterEvidence",
        "confidence",
        "limitations"
      ],
      "additionalProperties": false
    },
    "recommended": {
      "$ref": "#/$defs/adaptationOption"
    },
    "alternative": {
      "$ref": "#/$defs/adaptationOption"
    }
  },
  "required": [
    "reviewId",
    "sourceWorkoutId",
    "expectedPlanVersion",
    "evidenceRefs",
    "rationale",
    "recommended",
    "alternative"
  ],
  "additionalProperties": false,
  "$defs": {
    "prescription": {
      "type": "object",
      "properties": {
        "blocks": {
          "type": "array",
          "minItems": 1,
          "items": {
            "type": "object"
          }
        }
      },
      "required": [
        "blocks"
      ],
      "additionalProperties": false
    },
    "workoutChange": {
      "oneOf": [
        {
          "type": "object",
          "properties": {
            "kind": {
              "const": "create"
            },
            "workout": {
              "type": "object"
            }
          },
          "required": [
            "kind",
            "workout"
          ],
          "additionalProperties": false
        },
        {
          "type": "object",
          "properties": {
            "kind": {
              "const": "update"
            },
            "workoutId": {
              "type": "string",
              "minLength": 1
            },
            "changes": {
              "type": "object",
              "properties": {
                "date": {
                  "type": "string",
                  "format": "date"
                },
                "title": {
                  "type": "string",
                  "minLength": 1
                },
                "purpose": {
                  "type": "string",
                  "minLength": 1
                },
                "distanceKm": {
                  "type": "number",
                  "exclusiveMinimum": 0
                },
                "prescription": {
                  "$ref": "#/$defs/prescription"
                }
              },
              "minProperties": 1,
              "additionalProperties": false
            }
          },
          "required": [
            "kind",
            "workoutId",
            "changes"
          ],
          "additionalProperties": false
        },
        {
          "type": "object",
          "properties": {
            "kind": {
              "const": "delete"
            },
            "workoutId": {
              "type": "string",
              "minLength": 1
            }
          },
          "required": [
            "kind",
            "workoutId"
          ],
          "additionalProperties": false
        }
      ]
    },
    "adaptationOption": {
      "type": "object",
      "properties": {
        "optionId": {
          "type": "string",
          "minLength": 1
        },
        "label": {
          "type": "string",
          "minLength": 1
        },
        "summary": {
          "type": "string",
          "minLength": 1
        },
        "tradeoff": {
          "type": "string",
          "minLength": 1
        },
        "workoutChanges": {
          "type": "array",
          "minItems": 1,
          "items": {
            "$ref": "#/$defs/workoutChange"
          }
        }
      },
      "required": [
        "optionId",
        "label",
        "summary",
        "tradeoff",
        "workoutChanges"
      ],
      "additionalProperties": false
    }
  }
}

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