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openrepair.vercel.app

openrepair.vercel.app

live Unverified (seed import) Developer Tools 8 tools imperative implementation

OpenRepair is an omni-repair workbench that turns a photo and symptom into a transparent, user-controlled repair plan.

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

Answer 1 · Act 7 · Transact 0 · Score: Not yet scored

Tool inspector

initialize_repair_workspace

act imperative

Initialize the visible workspace only when get_repair_session reports phase initialize. Use its exact session ID, revision, object label, and category. Inspect the visible photo, then provide bounded observations, components, alternative hypotheses, safe clarifying questions, and verifiable repair paths. Treat visual findings as uncertain and include professional-only boundaries for hazardous work. This preserves user constraints and never approves a plan.

Input schema

PropertyTypeRequiredDescription
sessionId string yes —
expectedRevision integer yes —
objectCategory string yes —
objectLabel string yes —
title string yes —
summary string yes —
components array yes —
observations array yes —
hypotheses array yes —
questions array yes —
paths array yes —
defaultFocus array yes —
defaultView — yes —
Raw JSON schema
{
  "type": "object",
  "additionalProperties": false,
  "required": [
    "sessionId",
    "expectedRevision",
    "objectCategory",
    "objectLabel",
    "title",
    "summary",
    "components",
    "observations",
    "hypotheses",
    "questions",
    "paths",
    "defaultFocus",
    "defaultView"
  ],
  "properties": {
    "sessionId": {
      "type": "string",
      "minLength": 1,
      "maxLength": 80
    },
    "expectedRevision": {
      "type": "integer",
      "minimum": 0
    },
    "objectCategory": {
      "type": "string",
      "minLength": 1,
      "maxLength": 60
    },
    "objectLabel": {
      "type": "string",
      "minLength": 1,
      "maxLength": 80
    },
    "title": {
      "type": "string",
      "minLength": 1,
      "maxLength": 120
    },
    "summary": {
      "type": "string",
      "minLength": 1,
      "maxLength": 400
    },
    "components": {
      "type": "array",
      "minItems": 2,
      "maxItems": 16,
      "items": {
        "type": "object",
        "additionalProperties": false,
        "required": [
          "id",
          "label",
          "shortLabel",
          "description",
          "category",
          "relatedIds"
        ],
        "properties": {
          "id": {
            "type": "string",
            "pattern": "^[a-z0-9]+(?:-[a-z0-9]+)*$",
            "maxLength": 64
          },
          "label": {
            "type": "string",
            "minLength": 1,
            "maxLength": 80
          },
          "shortLabel": {
            "type": "string",
            "minLength": 1,
            "maxLength": 32
          },
          "description": {
            "type": "string",
            "minLength": 1,
            "maxLength": 240
          },
          "category": {
            "type": "string",
            "minLength": 1,
            "maxLength": 60
          },
          "relatedIds": {
            "type": "array",
            "maxItems": 8,
            "uniqueItems": true,
            "items": {
              "type": "string"
            }
          }
        }
      }
    },
    "observations": {
      "type": "array",
      "minItems": 1,
      "maxItems": 12,
      "items": {
        "type": "object",
        "additionalProperties": false,
        "required": [
          "id",
          "text",
          "confidence"
        ],
        "properties": {
          "id": {
            "type": "string",
            "pattern": "^[a-z0-9]+(?:-[a-z0-9]+)*$"
          },
          "text": {
            "type": "string",
            "minLength": 1,
            "maxLength": 280
          },
          "componentId": {
            "type": "string"
          },
          "confidence": {
            "type": "number",
            "minimum": 0,
            "maximum": 1
          }
        }
      }
    },
    "hypotheses": {
      "type": "array",
      "minItems": 1,
      "maxItems": 6,
      "items": {
        "type": "object",
        "additionalProperties": false,
        "required": [
          "id",
          "componentId",
          "title",
          "summary",
          "confidence",
          "safetyLevel",
          "evidenceObservationIds",
          "contradictoryObservationIds",
          "missingEvidence",
          "nextQuestionIds"
        ],
        "properties": {
          "id": {
            "type": "string"
          },
          "componentId": {
            "type": "string"
          },
          "title": {
            "type": "string",
            "minLength": 1,
            "maxLength": 100
          },
          "summary": {
            "type": "string",
            "minLength": 1,
            "maxLength": 360
          },
          "confidence": {
            "type": "integer",
            "minimum": 1,
            "maximum": 95
          },
          "safetyLevel": {
            "enum": [
              "routine",
              "caution",
              "professional-only"
            ]
          },
          "evidenceObservationIds": {
            "type": "array",
            "maxItems": 12,
            "items": {
              "type": "string"
            }
          },
          "contradictoryObservationIds": {
            "type": "array",
            "maxItems": 12,
            "items": {
              "type": "string"
            }
          },
          "missingEvidence": {
            "type": "array",
            "maxItems": 6,
            "items": {
              "type": "string"
            }
          },
          "nextQuestionIds": {
            "type": "array",
            "maxItems": 6,
            "items": {
              "type": "string"
            }
          }
        }
      }
    },
    "questions": {
      "type": "array",
      "maxItems": 6,
      "items": {
        "type": "object",
        "additionalProperties": false,
        "required": [
          "id",
          "prompt",
          "why",
          "safeForBeginner",
          "choices"
        ],
        "properties": {
          "id": {
            "type": "string"
          },
          "prompt": {
            "type": "string",
            "minLength": 1,
            "maxLength": 180
          },
          "why": {
            "type": "string",
            "minLength": 1,
            "maxLength": 280
          },
          "safeForBeginner": {
            "type": "boolean"
          },
          "choices": {
            "type": "array",
            "minItems": 2,
            "maxItems": 4,
            "items": {
              "type": "object",
              "additionalProperties": false,
              "required": [
                "id",
                "label",
                "helper",
                "observationText",
                "confidenceDeltas",
                "focusComponentIds"
              ],
              "properties": {
                "id": {
                  "type": "string"
                },
                "label": {
                  "type": "string",
                  "maxLength": 100
                },
                "helper": {
                  "type": "string",
                  "maxLength": 220
                },
                "observationText": {
                  "type": "string",
                  "maxLength": 280
                },
                "confidenceDeltas": {
                  "type": "object",
                  "additionalProperties": {
                    "type": "integer",
                    "minimum": -60,
                    "maximum": 60
                  }
                },
                "focusComponentIds": {
                  "type": "array",
                  "maxItems": 4,
                  "items": {
                    "type": "string"
                  }
                }
              }
            }
          }
        }
      }
    },
    "paths": {
      "type": "array",
      "minItems": 1,
      "maxItems": 12,
      "items": {
        "type": "object",
        "additionalProperties": false,
        "required": [
          "id",
          "hypothesisId",
          "title",
          "subtitle",
          "outcome",
          "costMin",
          "costMax",
          "currency",
          "activeMinutes",
          "totalMinutes",
          "skill",
          "requiredTools",
          "optionalTools",
          "parts",
          "preservesComponentIds",
          "replacedComponentIds",
          "irreversibleActions",
          "preservationScore",
          "waste",
          "confidence",
          "safetyLevel",
          "safetyWarnings",
          "stopConditions",
          "verification",
          "fallback",
          "steps"
        ],
        "properties": {
          "id": {
            "type": "string"
          },
          "hypothesisId": {
            "type": "string"
          },
          "title": {
            "type": "string",
            "maxLength": 120
          },
          "subtitle": {
            "type": "string",
            "maxLength": 180
          },
          "outcome": {
            "type": "string",
            "maxLength": 280
          },
          "costMin": {
            "type": "number",
            "minimum": 0,
            "maximum": 100000
          },
          "costMax": {
            "type": "number",
            "minimum": 0,
            "maximum": 100000
          },
          "currency": {
            "type": "string",
            "pattern": "^[A-Z]{3}$"
          },
          "activeMinutes": {
            "type": "integer",
            "minimum": 0,
            "maximum": 10000
          },
          "totalMinutes": {
            "type": "integer",
            "minimum": 0,
            "maximum": 100000
          },
          "skill": {
            "enum": [
              "beginner",
              "comfortable",
              "experienced"
            ]
          },
          "requiredTools": {
            "type": "array",
            "maxItems": 16,
            "items": {
              "type": "string"
            }
          },
          "optionalTools": {
            "type": "array",
            "maxItems": 16,
            "items": {
              "type": "string"
            }
          },
          "parts": {
            "type": "array",
            "maxItems": 16,
            "items": {
              "type": "string"
            }
          },
          "preservesComponentIds": {
            "type": "array",
            "maxItems": 16,
            "items": {
              "type": "string"
            }
          },
          "replacedComponentIds": {
            "type": "array",
            "maxItems": 16,
            "items": {
              "type": "string"
            }
          },
          "irreversibleActions": {
            "type": "array",
            "maxItems": 8,
            "items": {
              "type": "string"
            }
          },
          "preservationScore": {
            "type": "integer",
            "minimum": 0,
            "maximum": 100
          },
          "waste": {
            "enum": [
              "low",
              "medium",
              "high"
            ]
          },
          "confidence": {
            "type": "integer",
            "minimum": 1,
            "maximum": 95
          },
          "safetyLevel": {
            "enum": [
              "routine",
              "caution",
              "professional-only"
            ]
          },
          "safetyWarnings": {
            "type": "array",
            "maxItems": 8,
            "items": {
              "type": "string"
            }
          },
          "stopConditions": {
            "type": "array",
            "minItems": 1,
            "maxItems": 8,
            "items": {
              "type": "string"
            }
          },
          "verification": {
            "type": "array",
            "minItems": 1,
            "maxItems": 8,
            "items": {
              "type": "string"
            }
          },
          "fallback": {
            "type": "string",
            "minLength": 1,
            "maxLength": 300
          },
          "steps": {
            "type": "array",
            "minItems": 1,
            "maxItems": 16,
            "items": {
              "type": "object",
              "additionalProperties": false,
              "required": [
                "id",
                "title",
                "detail"
              ],
              "properties": {
                "id": {
                  "type": "string"
                },
                "title": {
                  "type": "string",
                  "maxLength": 100
                },
                "detail": {
                  "type": "string",
                  "maxLength": 500
                },
                "checkpoint": {
                  "type": "string",
                  "maxLength": 300
                }
              }
            }
          }
        }
      }
    },
    "defaultFocus": {
      "type": "array",
      "maxItems": 4,
      "items": {
        "type": "string"
      }
    },
    "defaultView": {
      "enum": [
        "assembly",
        "exploded",
        "inspection"
      ]
    }
  }
}

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