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Glama

CompatAir

by io.github.bluetouff

build_complete_air_system

Read-onlyIdempotent

Build a source-backed compressor, pneumatic tool, hose, connector, filtration and lubrication system. The complete-system verdict remains insufficient_data until real network pressure loss is verified; missing component data stays explicit.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
modeNo
limitNo
toolIdsYes
compressorIdNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
verdictYes
limitationsYes
next_actionsYes
canonical_urlYes
verdict_scopeYes
configuration_idNo
air_supply_verdictYes
overall_system_verdictYes

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. Changed24 schema fields changed
    • changedOutput schema / additionalProperties
      Previous value: -falseNew value: +true
    • changedOutput schema / properties / air_supply_verdict / additionalProperties
      Previous value: -falseNew value: +true
    • removedOutput schema / properties / air_supply_verdict / properties / limiting_factor
      Removed value: -{
-  "type": [
-    "string",
-    "null"
-  ]
-}
    • removedOutput schema / properties / air_supply_verdict / properties / metrics
      Removed value: -{
-  "additionalProperties": false,
-  "properties": {
-    "available_fad_lpm": {
-      "type": [
-        "number",
-        "null"
-      ]
-    },
-    "available_pressure_bar": {
-      "type": [
-        "number",
-        "null"
-      ]
-    },
-    "demand_flow_lpm": {
-      "type": [
-        "number",
-        "null"
-      ]
-    },
-    "effective_average_capacity_lpm": {
-      "type": [
-        "number",
-        "null"
-      ]
-    },
-    "margin_percent": {
-      "type": [
-        "number",
-        "null"
-      ]
-    },
-    "mode": {
-      "type": [
-        "string",
-        "null"
-      ]
-    },
-    "recommended_fad_lpm": {
-      "type": [
-        "number",
-        "null"
-      ]
-    },
-    "required_fad_lpm": {
-      "type": [
-        "number",
-        "null"
-      ]
-    },
-    "required_pressure_bar": {
-      "type": [
-        "number",
-        "null"
-      ]
-    }
-  },
-  "required": [],
-  "type": "object"
-}
    • removedOutput schema / properties / airgraph
      Removed value: -{
-  "additionalProperties": false,
-  "properties": {
-    "configuration_id": {
-      "type": "string"
-    },
-    "edges": {
-      "items": {
-        "additionalProperties": false,
-        "properties": {
-          "from": {
-            "type": "string"
-          },
-          "relation": {
-            "type": "string"
-          },
-          "to": {
-            "type": "string"
-          }
-        },
-        "required": [
-          "from",
-          "to",
-          "relation"
-        ],
-        "type": "object"
-      },
-      "type": "array"
-    },
-    "nodes": {
-      "items": {
-        "additionalProperties": false,
-        "properties": {
-          "canonical_url": {
-            "format": "uri",
-            "type": "string"
-          },
-          "id": {
-            "type": "string"
-          },
-          "label": {
-            "type": "string"
-          },
-          "type": {
-            "type": "string"
-          },
-          "unit": {
-            "type": "string"
-          },
-          "value": {
-            "oneOf": [
-              {
-                "type": "string"
-              },
-              {
-                "type": "number"
-              },
-              {
-                "additionalProperties": false,
-                "properties": {
-                  "innerDiameterMm": {
-                    "type": "number"
-                  },
-                  "maximumLengthMeters": {
-                    "type": "number"
-                  }
-                },
-                "required": [],
-                "type": "object"
-              }
-            ]
-          }
-        },
-        "required": [
-          "id",
-          "type"
-        ],
-        "type": "object"
-      },
-      "type": "array"
-    },
-    "schema_version": {
-      "type": "string"
-    }
-  },
-  "required": [
-    "schema_version",
-    "configuration_id",
-    "nodes",
-    "edges"
-  ],
-  "type": "object"
-}
    • removedOutput schema / properties / canonical_follow_url
      Removed value: -{
-  "format": "uri",
-  "type": "string"
-}
    • removedOutput schema / properties / catalogVersion
      Removed value: -{
-  "type": "string"
-}
    • removedOutput schema / properties / catalog_version
      Removed value: -{
-  "type": "string"
-}
    • removedOutput schema / properties / compatibility
      Removed value: -{
-  "additionalProperties": false,
-  "properties": {
-    "engine_verdict": {
-      "enum": [
-        "continuous",
-        "intermittent",
-        "incompatible",
-        "insufficient_data"
-      ],
-      "type": "string"
-    },
-    "limitations": {
-      "items": {
-        "type": "string"
-      },
-      "type": "array"
-    },
-    "limiting_factor": {
-      "type": [
-        "string",
-        "null"
-      ]
-    },
-    "metrics": {
-      "additionalProperties": false,
-      "properties": {
-        "available_fad_lpm": {
-          "type": [
-            "number",
-            "null"
-          ]
-        },
-        "available_pressure_bar": {
-          "type": [
-            "number",
-            "null"
-          ]
-        },
-        "demand_flow_lpm": {
-          "type": [
-            "number",
-            "null"
-          ]
-        },
-        "effective_average_capacity_lpm": {
-          "type": [
-            "number",
-            "null"
-          ]
-        },
-        "margin_percent": {
-          "type": [
-            "number",
-            "null"
-          ]
-        },
-        "mode": {
-          "type": [
-            "string",
-            "null"
-          ]
-        },
-        "recommended_fad_lpm": {
-          "type": [
-            "number",
-            "null"
-          ]
-        },
-        "required_fad_lpm": {
-          "type": [
-            "number",
-            "null"
-          ]
-        },
-        "required_pressure_bar": {
-          "type": [
-            "number",
-            "null"
-          ]
-        }
-      },
-      "required": [],
-      "type": "object"
-    },
-    "schema_version": {
-      "const": "2.0.0"
-    },
-    "scope": {
-      "enum": [
-        "information",
-        "request",
-        "air_supply",
-        "complete_air_system",
-        "commercial_constraints"
-      ],
-      "type": "string"
-    },
-    "verdict": {
-      "enum": [
-        "information",
-        "compatible",
-        "compatible_with_limits",
-        "incompatible",
-        "insufficient_data"
-      ],
-      "type": "string"
-    }
-  },
-  "required": [
-    "schema_version",
-    "scope",
-    "verdict",
-    "limitations"
-  ],
-  "type": "object"
-}
    • removedOutput schema / properties / compatibility_receipt
      Removed value: -{
-  "additionalProperties": false,
-  "properties": {
-    "air_supply_verdict": {
-      "additionalProperties": false,
-      "properties": {
-        "engine_verdict": {
-          "enum": [
-            "continuous",
-            "intermittent",
-            "incompatible",
-            "insufficient_data"
-          ],
-          "type": "string"
-        },
-        "limitations": {
-          "items": {
-            "type": "string"
-          },
-          "type": "array"
-        },
-        "limiting_factor": {
-          "type": [
-            "string",
-            "null"
-          ]
-        },
-        "metrics": {
-          "additionalProperties": false,
-          "properties": {
-            "available_fad_lpm": {
-              "type": [
-                "number",
-                "null"
-              ]
-            },
-            "available_pressure_bar": {
-              "type": [
-                "number",
-                "null"
-              ]
-            },
-            "demand_flow_lpm": {
-              "type": [
-                "number",
-                "null"
-              ]
-            },
-            "effective_average_capacity_lpm": {
-              "type": [
-                "number",
-                "null"
-              ]
-            },
-            "margin_percent": {
-              "type": [
-                "number",
-                "null"
-              ]
-            },
-            "mode": {
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "recommended_fad_lpm": {
-              "type": [
-                "number",
-                "null"
-              ]
-            },
-            "required_fad_lpm": {
-              "type": [
-                "number",
-                "null"
-              ]
-            },
-            "required_pressure_bar": {
-              "type": [
-                "number",
-                "null"
-              ]
-            }
-          },
-          "required": [],
-          "type": "object"
-        },
-        "schema_version": {
-          "const": "2.0.0"
-        },
-        "scope": {
-          "enum": [
-            "information",
-            "request",
-            "air_supply",
-            "complete_air_system",
-            "commercial_constraints"
-          ],
-          "type": "string"
-        },
-        "verdict": {
-          "enum": [
-            "information",
-            "compatible",
-            "compatible_with_limits",
-            "incompatible",
-            "insufficient_data"
-          ],
-          "type": "string"
-        }
-      },
-      "required": [
-        "schema_version",
-        "scope",
-        "verdict",
-        "limitations"
-      ],
-      "type": "object"
-    },
-    "canonical_url": {
-      "format": "uri",
-      "type": "string"
-    },
-    "catalog_version": {
-      "type": "string"
-    },
-    "configuration_id": {
-      "type": "string"
-    },
-    "integrity": {
-      "additionalProperties": false,
-      "properties": {
-        "algorithm": {
-          "const": "sha-256"
-        },
-        "canonicalization": {
-          "const": "json-sort-keys-v1"
-        },
-        "digest": {
-          "pattern": "^[a-f0-9]{64}$",
-          "type": "string"
-        }
-      },
-      "required": [
-        "algorithm",
-        "digest",
-        "canonicalization"
-      ],
-      "type": "object"
-    },
-    "method_version": {
-      "type": "string"
-    },
-    "observed_at": {
-      "format": "date",
-      "type": "string"
-    },
-    "overall_system_verdict": {
-      "additionalProperties": false,
-      "properties": {
-        "engine_verdict": {
-          "enum": [
-            "continuous",
-            "intermittent",
-            "incompatible",
-            "insufficient_data"
-          ],
-          "type": "string"
-        },
-        "limitations": {
-          "items": {
-            "type": "string"
-          },
-          "type": "array"
-        },
-        "limiting_factor": {
-          "type": [
-            "string",
-            "null"
-          ]
-        },
-        "metrics": {
-          "additionalProperties": false,
-          "properties": {
-            "available_fad_lpm": {
-              "type": [
-                "number",
-                "null"
-              ]
-            },
-            "available_pressure_bar": {
-              "type": [
-                "number",
-                "null"
-              ]
-            },
-            "demand_flow_lpm": {
-              "type": [
-                "number",
-                "null"
-              ]
-            },
-            "effective_average_capacity_lpm": {
-              "type": [
-                "number",
-                "null"
-              ]
-            },
-            "margin_percent": {
-              "type": [
-                "number",
-                "null"
-              ]
-            },
-            "mode": {
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "recommended_fad_lpm": {
-              "type": [
-                "number",
-                "null"
-              ]
-            },
-            "required_fad_lpm": {
-              "type": [
-                "number",
-                "null"
-              ]
-            },
-            "required_pressure_bar": {
-              "type": [
-                "number",
-                "null"
-              ]
-            }
-          },
-          "required": [],
-          "type": "object"
-        },
-        "schema_version": {
-          "const": "2.0.0"
-        },
-        "scope": {
-          "enum": [
-            "information",
-            "request",
-            "air_supply",
-            "complete_air_system",
-            "commercial_constraints"
-          ],
-          "type": "string"
-        },
-        "verdict": {
-          "enum": [
-            "information",
-            "compatible",
-            "compatible_with_limits",
-            "incompatible",
-            "insufficient_data"
-          ],
-          "type": "string"
-        }
-      },
-      "required": [
-        "schema_version",
-        "scope",
-        "verdict",
-        "limitations"
-      ],
-      "type": "object"
-    },
-    "receipt_id": {
-      "pattern": "^ca:receipt:[a-f0-9]{64}$",
-      "type": "string"
-    },
-    "schema_version": {
-      "const": "1.0.0"
-    },
-    "source_urls": {
-      "items": {
-        "format": "uri",
-        "type": "string"
-      },
-      "type": "array",
-      "uniqueItems": true
-    },
-    "verification_url": {
-      "format": "uri",
-      "type": "string"
-    }
-  },
-  "required": [
-    "schema_version",
-    "receipt_id",
-    "configuration_id",
-    "overall_system_verdict",
-    "air_supply_verdict",
-    "method_version",
-    "catalog_version",
-    "observed_at",
-    "canonical_url",
-    "source_urls",
-    "integrity",
-    "verification_url"
-  ],
-  "type": "object"
-}
    • removedOutput schema / properties / components
      Removed value: -{
-  "additionalProperties": false,
-  "properties": {
-    "compressor": {
-      "oneOf": [
-        {
-          "additionalProperties": false,
-          "properties": {
-            "brand": {
-              "type": "string"
-            },
-            "canonical_url": {
-              "format": "uri",
-              "type": "string"
-            },
-            "compat_air_id": {
-              "type": "string"
-            },
-            "ean": {
-              "type": "string"
-            },
-            "id": {
-              "type": "string"
-            },
-            "label": {
-              "type": "string"
-            },
-            "match_confidence": {
-              "enum": [
-                "exact",
-                "candidate"
-              ],
-              "type": "string"
-            },
-            "model": {
-              "type": "string"
-            },
-            "mpn": {
-              "type": "string"
-            },
-            "slug": {
-              "type": "string"
-            },
-            "type": {
-              "enum": [
-                "compressor",
-                "tool"
-              ],
-              "type": "string"
-            }
-          },
-          "required": [
-            "compat_air_id",
-            "type",
-            "id",
-            "slug",
-            "brand",
-            "model",
-            "canonical_url"
-          ],
-          "type": "object"
-        },
-        {
-          "type": "null"
-        }
-      ]
-    },
-    "connectors": {
-      "items": {
-        "additionalProperties": false,
-        "properties": {
-          "requirement": {
-            "oneOf": [
-              {
-                "type": "string"
-              },
-              {
-                "additionalProperties": false,
-                "properties": {
-                  "innerDiameterMm": {
-                    "type": "number"
-                  },
-                  "maximumLengthMeters": {
-                    "type": "number"
-                  }
-                },
-                "required": [],
-                "type": "object"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          },
-          "tool_id": {
-            "type": "string"
-          }
-        },
-        "required": [
-          "tool_id",
-          "requirement"
-        ],
-        "type": "object"
-      },
-      "type": "array"
-    },
-    "filtration": {
-      "items": {
-        "additionalProperties": false,
-        "properties": {
-          "requirement": {
-            "oneOf": [
-              {
-                "type": "string"
-              },
-              {
-                "additionalProperties": false,
-                "properties": {
-                  "innerDiameterMm": {
-                    "type": "number"
-                  },
-                  "maximumLengthMeters": {
-                    "type": "number"
-                  }
-                },
-                "required": [],
-                "type": "object"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          },
-          "tool_id": {
-            "type": "string"
-          }
-        },
-        "required": [
-          "tool_id",
-          "requirement"
-        ],
-        "type": "object"
-      },
-      "type": "array"
-    },
-    "hoses": {
-      "items": {
-        "additionalProperties": false,
-        "properties": {
-          "requirement": {
-            "oneOf": [
-              {
-                "type": "string"
-              },
-              {
-                "additionalProperties": false,
-                "properties": {
-                  "innerDiameterMm": {
-                    "type": "number"
-                  },
-                  "maximumLengthMeters": {
-                    "type": "number"
-                  }
-                },
-                "required": [],
-                "type": "object"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          },
-          "tool_id": {
-            "type": "string"
-          }
-        },
-        "required": [
-          "tool_id",
-          "requirement"
-        ],
-        "type": "object"
-      },
-      "type": "array"
-    },
-    "lubrication": {
-      "items": {
-        "additionalProperties": false,
-        "properties": {
-          "requirement": {
-            "oneOf": [
-              {
-                "type": "string"
-              },
-              {
-                "additionalProperties": false,
-                "properties": {
-                  "innerDiameterMm": {
-                    "type": "number"
-                  },
-                  "maximumLengthMeters": {
-                    "type": "number"
-                  }
-                },
-                "required": [],
-                "type": "object"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          },
-          "tool_id": {
-            "type": "string"
-          }
-        },
-        "required": [
-          "tool_id",
-          "requirement"
-        ],
-        "type": "object"
-      },
-      "type": "array"
-    },
-    "tools": {
-      "items": {
-        "additionalProperties": false,
-        "properties": {
-          "brand": {
-            "type": "string"
-          },
-          "canonical_url": {
-            "format": "uri",
-            "type": "string"
-          },
-          "compat_air_id": {
-            "type": "string"
-          },
-          "ean": {
-            "type": "string"
-          },
-          "id": {
-            "type": "string"
-          },
-          "label": {
-            "type": "string"
-          },
-          "match_confidence": {
-            "enum": [
-              "exact",
-              "candidate"
-            ],
-            "type": "string"
-          },
-          "model": {
-            "type": "string"
-          },
-          "mpn": {
-            "type": "string"
-          },
-          "slug": {
-            "type": "string"
-          },
-          "type": {
-            "enum": [
-              "compressor",
-              "tool"
-            ],
-            "type": "string"
-          }
-        },
-        "required": [
-          "compat_air_id",
-          "type",
-          "id",
-          "slug",
-          "brand",
-          "model",
-          "canonical_url"
-        ],
-        "type": "object"
-      },
-      "type": "array"
-    }
-  },
-  "required": [
-    "compressor",
-    "tools",
-    "hoses",
-    "connectors",
-    "filtration",
-    "lubrication"
-  ],
-  "type": "object"
-}
    • removedOutput schema / properties / compressor_candidates
      Removed value: -{
-  "items": {
-    "additionalProperties": false,
-    "properties": {
-      "air_supply_verdict": {
-        "additionalProperties": false,
-        "properties": {
-          "engine_verdict": {
-            "enum": [
-              "continuous",
-              "intermittent",
-              "incompatible",
-              "insufficient_data"
-            ],
-            "type": "string"
-          },
-          "limitations": {
-            "items": {
-              "type": "string"
-            },
-            "type": "array"
-          },
-          "limiting_factor": {
-            "type": [
-              "string",
-              "null"
-            ]
-          },
-          "metrics": {
-            "additionalProperties": false,
-            "properties": {
-              "available_fad_lpm": {
-                "type": [
-                  "number",
-                  "null"
-                ]
-              },
-              "available_pressure_bar": {
-                "type": [
-                  "number",
-                  "null"
-                ]
-              },
-              "demand_flow_lpm": {
-                "type": [
-                  "number",
-                  "null"
-                ]
-              },
-              "effective_average_capacity_lpm": {
-                "type": [
-                  "number",
-                  "null"
-                ]
-              },
-              "margin_percent": {
-                "type": [
-                  "number",
-                  "null"
-                ]
-              },
-              "mode": {
-                "type": [
-                  "string",
-                  "null"
-                ]
-              },
-              "recommended_fad_lpm": {
-                "type": [
-                  "number",
-                  "null"
-                ]
-              },
-              "required_fad_lpm": {
-                "type": [
-                  "number",
-                  "null"
-                ]
-              },
-              "required_pressure_bar": {
-                "type": [
-                  "number",
-                  "null"
-                ]
-              }
-            },
-            "required": [],
-            "type": "object"
-          },
-          "schema_version": {
-            "const": "2.0.0"
-          },
-          "scope": {
-            "enum": [
-              "information",
-              "request",
-              "air_supply",
-              "complete_air_system",
-              "commercial_constraints"
-            ],
-            "type": "string"
-          },
-          "verdict": {
-            "enum": [
-              "information",
-              "compatible",
-              "compatible_with_limits",
-              "incompatible",
-              "insufficient_data"
-            ],
-            "type": "string"
-          }
-        },
-        "required": [
-          "schema_version",
-          "scope",
-          "verdict",
-          "limitations"
-        ],
-        "type": "object"
-      },
-      "compressor": {
-        "additionalProperties": false,
-        "properties": {
-          "brand": {
-            "type": "string"
-          },
-          "canonical_url": {
-            "format": "uri",
-            "type": "string"
-          },
-          "compat_air_id": {
-            "type": "string"
-          },
-          "ean": {
-            "type": "string"
-          },
-          "id": {
-            "type": "string"
-          },
-          "label": {
-            "type": "string"
-          },
-          "match_confidence": {
-            "enum": [
-              "exact",
-              "candidate"
-            ],
-            "type": "string"
-          },
-          "model": {
-            "type": "string"
-          },
-          "mpn": {
-            "type": "string"
-          },
-          "slug": {
-            "type": "string"
-          },
-          "type": {
-            "enum": [
-              "compressor",
-              "tool"
-            ],
-            "type": "string"
-          }
-        },
-        "required": [
-          "compat_air_id",
-          "type",
-          "id",
-          "slug",
-          "brand",
-          "model",
-          "canonical_url"
-        ],
-        "type": "object"
-      },
-      "evaluation": {
-        "additionalProperties": false,
-        "properties": {
-          "availableFadBasis": {
-            "enum": [
-              "exact",
-              "interpolated",
-              "higher-pressure-bound"
-            ],
-            "type": "string"
-          },
-          "availableFadLpm": {
-            "type": "number"
-          },
-          "availableFadReferencePressureBar": {
-            "type": "number"
-          },
-          "calculationVersion": {
-            "type": "string"
-          },
-          "demandFlowLpm": {
-            "type": "number"
-          },
-          "effectiveAverageCapacityLpm": {
-            "type": "number"
-          },
-          "limitations": {
-            "items": {
-              "type": "string"
-            },
-            "type": "array"
-          },
-          "limitingFactor": {
-            "type": "string"
-          },
-          "marginPercent": {
-            "type": "number"
-          },
-          "mode": {
-            "enum": [
-              "simultaneous",
-              "successive"
-            ],
-            "type": "string"
-          },
-          "recommendedFadLpm": {
-            "type": "number"
-          },
-          "requiredFadLpm": {
-            "type": "number"
-          },
-          "requiredPressureBar": {
-            "type": "number"
-          },
-          "verdict": {
-            "enum": [
-              "continuous",
-              "intermittent",
-              "incompatible",
-              "insufficient_data"
-            ],
-            "type": "string"
-          },
-          "warnings": {
-            "items": {
-              "type": "string"
-            },
-            "type": "array"
-          }
-        },
-        "required": [
-          "verdict"
-        ],
-        "type": "object"
-      }
-    },
-    "required": [
-      "compressor",
-      "evaluation"
-    ],
-    "type": "object"
-  },
-  "type": "array"
-}
    • removedOutput schema / properties / engineVersion
      Removed value: -{
-  "type": "string"
-}
    • removedOutput schema / properties / error
      Removed value: -{
-  "additionalProperties": false,
-  "properties": {
-    "code": {
-      "enum": [
-        "invalid_arguments",
-        "insufficient_data"
-      ],
-      "type": "string"
-    },
-    "message": {
-      "type": "string"
-    },
-    "retryable": {
-      "type": "boolean"
-    },
-    "scope": {
-      "const": "request"
-    }
-  },
-  "required": [
-    "code",
-    "message",
-    "scope",
-    "retryable"
-  ],
-  "type": "object"
-}
    • removedOutput schema / properties / evaluation
      Removed value: -{
-  "additionalProperties": false,
-  "properties": {
-    "availableFadBasis": {
-      "enum": [
-        "exact",
-        "interpolated",
-        "higher-pressure-bound"
-      ],
-      "type": "string"
-    },
-    "availableFadLpm": {
-      "type": "number"
-    },
-    "availableFadReferencePressureBar": {
-      "type": "number"
-    },
-    "calculationVersion": {
-      "type": "string"
-    },
-    "demandFlowLpm": {
-      "type": "number"
-    },
-    "effectiveAverageCapacityLpm": {
-      "type": "number"
-    },
-    "limitations": {
-      "items": {
-        "type": "string"
-      },
-      "type": "array"
-    },
-    "limitingFactor": {
-      "type": "string"
-    },
-    "marginPercent": {
-      "type": "number"
-    },
-    "mode": {
-      "enum": [
-        "simultaneous",
-        "successive"
-      ],
-      "type": "string"
-    },
-    "recommendedFadLpm": {
-      "type": "number"
-    },
-    "requiredFadLpm": {
-      "type": "number"
-    },
-    "requiredPressureBar": {
-      "type": "number"
-    },
-    "verdict": {
-      "enum": [
-        "continuous",
-        "intermittent",
-        "incompatible",
-        "insufficient_data"
-      ],
-      "type": "string"
-    },
-    "warnings": {
-      "items": {
-        "type": "string"
-      },
-      "type": "array"
-    }
-  },
-  "required": [
-    "verdict"
-  ],
-  "type": "object"
-}
    • removedOutput schema / properties / method_version
      Removed value: -{
-  "type": "string"
-}
    • removedOutput schema / properties / observed_at
      Removed value: -{
-  "format": "date",
-  "type": "string"
-}
    • changedOutput schema / properties / overall_system_verdict / additionalProperties
      Previous value: -falseNew value: +true
    • removedOutput schema / properties / overall_system_verdict / properties / limiting_factor
      Removed value: -{
-  "type": [
-    "string",
-    "null"
-  ]
-}
    • removedOutput schema / properties / overall_system_verdict / properties / metrics
      Removed value: -{
-  "additionalProperties": false,
-  "properties": {
-    "available_fad_lpm": {
-      "type": [
-        "number",
-        "null"
-      ]
-    },
-    "available_pressure_bar": {
-      "type": [
-        "number",
-        "null"
-      ]
-    },
-    "demand_flow_lpm": {
-      "type": [
-        "number",
-        "null"
-      ]
-    },
-    "effective_average_capacity_lpm": {
-      "type": [
-        "number",
-        "null"
-      ]
-    },
-    "margin_percent": {
-      "type": [
-        "number",
-        "null"
-      ]
-    },
-    "mode": {
-      "type": [
-        "string",
-        "null"
-      ]
-    },
-    "recommended_fad_lpm": {
-      "type": [
-        "number",
-        "null"
-      ]
-    },
-    "required_fad_lpm": {
-      "type": [
-        "number",
-        "null"
-      ]
-    },
-    "required_pressure_bar": {
-      "type": [
-        "number",
-        "null"
-      ]
-    }
-  },
-  "required": [],
-  "type": "object"
-}
    • removedOutput schema / properties / product_urls
      Removed value: -{
-  "items": {
-    "format": "uri",
-    "type": "string"
-  },
-  "type": "array",
-  "uniqueItems": true
-}
    • removedOutput schema / properties / source_urls
      Removed value: -{
-  "items": {
-    "format": "uri",
-    "type": "string"
-  },
-  "type": "array",
-  "uniqueItems": true
-}
    • removedOutput schema / properties / verdict_schema_version
      Removed value: -{
-  "const": "2.0.0"
-}
    • changedOutput schema / required
      Previous value: -[
-  "verdict",
-  "verdict_scope",
-  "verdict_schema_version",
-  "canonical_url",
-  "product_urls",
-  "source_urls",
-  "method_version",
-  "catalog_version",
-  "observed_at",
-  "limitations",
-  "next_actions",
-  "catalogVersion",
-  "engineVersion"
-]New value: +[
+  "verdict",
+  "verdict_scope",
+  "canonical_url",
+  "limitations",
+  "next_actions",
+  "overall_system_verdict",
+  "air_supply_verdict"
+]
  2. Changed4 schema fields changed
    • addedOutput schema / properties / compressor_candidates / items / properties / evaluation / properties / availableFadBasis
      Added value: +{
+  "enum": [
+    "exact",
+    "interpolated",
+    "higher-pressure-bound"
+  ],
+  "type": "string"
+}
    • addedOutput schema / properties / compressor_candidates / items / properties / evaluation / properties / availableFadReferencePressureBar
      Added value: +{
+  "type": "number"
+}
    • addedOutput schema / properties / evaluation / properties / availableFadBasis
      Added value: +{
+  "enum": [
+    "exact",
+    "interpolated",
+    "higher-pressure-bound"
+  ],
+  "type": "string"
+}
    • addedOutput schema / properties / evaluation / properties / availableFadReferencePressureBar
      Added value: +{
+  "type": "number"
+}
  3. Changed1 schema field changed
    • addedOutput schema / properties / canonical_follow_url
      Added value: +{
+  "format": "uri",
+  "type": "string"
+}
  4. First observed

TDQS

C2.7/5.0
Behavior1/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Description claims 'Build', implying a write operation, but annotations set readOnlyHint: true. This is a contradiction. Additionally, the disclosure about insufficient_data verdict is helpful but overshadowed by the contradiction.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two sentences, no wasted words. It front-loads the core purpose and adds a note on behavior. Highly efficient.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Despite having an output schema (not shown), the description does not clarify what the output contains beyond the 'insufficient_data' verdict. Missing component data is mentioned but not fully detailed. Lacks parameter context.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters1/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 0%, and the description provides no information about parameters (mode, limit, toolIds, compressorId). The description does not compensate for the lack of parameter documentation.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool builds a complete air system including compressor, tools, hoses, etc. It uses a specific verb 'Build' and lists the components, distinguishing it from siblings that evaluate or search.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance on when to use this tool versus alternatives like evaluate_air_compatibility or find_compatible_alternatives. The description only states what it does, not when it's appropriate.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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TDQS

A3.7/5.0
Disambiguation5/5

Each tool has a clearly distinct purpose: building systems, evaluating compatibility, finding alternatives, retrieving offers, identifying products, routing questions, and searching knowledge. No two tools overlap in functionality.

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern in snake_case (e.g., build_complete_air_system, identify_product). The verbs are imperative and clearly indicate the action.

Tool Count5/5

Seven tools is an appropriate number for the domain of pneumatic air systems. Each tool covers a specific aspect without being too few or too many, providing a well-scoped interface.

Completeness4/5

The tool set covers the main workflows: identification, compatibility evaluation, system building, alternatives, offers, and knowledge search. Minor gaps like detailed product specifications could exist, but the core functionality is complete.

Resources