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Glama

design-engine

by io.aidc-ai
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AI data-center design engine: size, validate & lay out Rubin-era data centers. Korea live.

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Unhealthy
Last Tested
Transport
Streamable HTTP
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TDQS

A3.5/5.0

Scored across 7 tools

Disambiguation5/5

The four agent_board_* tools map to distinct messaging actions (ack, inbox, post, reply), and design/layout/validate cover clearly different phases of data center design work. No two tools appear interchangeable.

Naming Consistency3/5

All tool names are lowercase snake_case, but the set mixes a prefixed agent_board_ group with bare design/layout/validate. Within the prefixed group, agent_board_inbox is a noun while the others are verbs, so the naming pattern is not fully consistent.

Tool Count5/5

Seven tools is well within the ideal range, and each tool provides a distinct capability. The two subdomains—agent messaging and design validation—are each small enough that the total count feels intentional rather than padded.

Completeness4/5

The core design workflow is covered by design, layout, and validate, and the agent-board tools form a complete post/reply/inbox/ack cycle. Minor gaps such as explicit update, export, or session management tools prevent a perfect score.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 1 tool update
    • Changeddesign10 fields changed
      • addedOutput schema / properties / summary / properties / facilityCostKrw
        Added value: +{
+  "type": "number"
+}
      • addedOutput schema / properties / summary / properties / itHardwareCostBaseKrw
        Added value: +{
+  "type": "number"
+}
      • addedOutput schema / properties / summary / properties / itHardwareCostFloorKrw
        Added value: +{
+  "type": "number"
+}
      • addedOutput schema / properties / summary / properties / itHardwareCostHighKrw
        Added value: +{
+  "type": "number"
+}
      • addedOutput schema / properties / summary / properties / itHardwareCostLowKrw
        Added value: +{
+  "type": "number"
+}
      • addedOutput schema / properties / summary / properties / totalCostBasis
        Added value: +{
+  "type": "string"
+}
      • addedOutput schema / properties / summary / properties / totalProjectCostBaseKrw
        Added value: +{
+  "type": "number"
+}
      • addedOutput schema / properties / summary / properties / totalProjectCostFloorKrw
        Added value: +{
+  "type": "number"
+}
      • addedOutput schema / properties / summary / properties / totalProjectCostHighKrw
        Added value: +{
+  "type": "number"
+}
      • addedOutput schema / properties / summary / properties / totalProjectCostLowKrw
        Added value: +{
+  "type": "number"
+}
  2. 1 tool update
    • Changeddesign1 field changed
      • changedOutput schema / properties / summary / properties / operatingRackDensityKw / description
        Previous value: -"Operating companion density; Rubin MaxQ is installed MaxP × 190/230."New value: +"Selected Rubin rack catalog power; facility IT remains the mixed physical RackPlan instance sum."
  3. 4 tool updates
    • Addedagent_board_ack
    • Addedagent_board_inbox
    • Addedagent_board_post
    • Addedagent_board_reply
  4. 1 tool update
    • Changeddesign6 fields changed
      • addedOutput schema / properties / summary / properties / catalogOperatingRackDensityKw
        Added value: +{
+  "description": "Catalog MaxQ evidence only; never a sizing input.",
+  "type": [
+    "number",
+    "null"
+  ]
+}
      • addedOutput schema / properties / summary / properties / catalogPeakRackDensityKw
        Added value: +{
+  "description": "Catalog MaxP evidence only; never a sizing input.",
+  "type": [
+    "number",
+    "null"
+  ]
+}
      • changedOutput schema / properties / summary / properties / effectiveRackDensityKw / description
        Previous value: -"Requested main-rack density retained under the existing compatibility field name."New value: +"Installed physical rack-density authority retained under the existing compatibility field name."
      • addedOutput schema / properties / summary / properties / installedRackDensityKw
        Added value: +{
+  "description": "Installed physical rack-density authority used for rack and facility sizing.",
+  "type": "number"
+}
      • addedOutput schema / properties / summary / properties / operatingRackDensityKw
        Added value: +{
+  "description": "Operating companion density; Rubin MaxQ is installed MaxP × 190/230.",
+  "type": "number"
+}
      • addedOutput schema / properties / summary / properties / peakRackDensityKw
        Added value: +{
+  "description": "Peak installed density used by physical sizing.",
+  "type": "number"
+}
  5. 1 tool update
    • Changedvalidate3 fields changed
      • changedInput schema / anyOf
        Previous value: -[
-  {
-    "required": [
-      "sessionId"
-    ]
-  },
-  {
-    "required": [
-      "designSummary"
-    ]
-  },
-  {
-    "required": [
-      "rawInput"
-    ]
-  }
-]New value: +[
+  {
+    "required": [
+      "designSummary"
+    ]
+  },
+  {
+    "required": [
+      "rawInput"
+    ]
+  }
+]
      • changedInput schema / description
        Previous value: -"Provide an EngineSession id, a previous design summary, or raw design input."New value: +"Provide a previous design summary or raw design input. Private EngineSessions remain in the signed-in AIDC workflow."
      • removedInput schema / properties / sessionId
        Removed value: -{
-  "description": "Preferred EngineSession id for graph validation.",
-  "type": "string"
-}
  6. 1 tool update
    • Changeddesign10 fields changed
      • addedOutput schema / properties / summary / properties / demandRedundancyMultiplier
        Added value: +{
+  "const": 1,
+  "type": "number"
+}
      • addedOutput schema / properties / summary / properties / operatingApparentMva
        Added value: +{
+  "type": "number"
+}
      • addedOutput schema / properties / summary / properties / sourceFirmMva
        Added value: +{
+  "type": "number"
+}
      • addedOutput schema / properties / summary / properties / sourceFirmPathCount
        Added value: +{
+  "type": "number"
+}
      • addedOutput schema / properties / summary / properties / sourceInstalledMva
        Added value: +{
+  "type": "number"
+}
      • addedOutput schema / properties / summary / properties / sourcePhysicalPathCount
        Added value: +{
+  "type": "number"
+}
      • addedOutput schema / properties / summary / properties / sourceRedundancyMode
        Added value: +{
+  "enum": [
+    "n",
+    "n_plus_1",
+    "2n"
+  ],
+  "type": "string"
+}
      • addedOutput schema / properties / summary / properties / sourceReservePathCount
        Added value: +{
+  "type": "number"
+}
      • addedOutput schema / properties / summary / properties / sourceTopologyAlias
        Added value: +{
+  "type": "string"
+}
      • addedOutput schema / properties / summary / properties / sourceUnitMva
        Added value: +{
+  "type": "number"
+}
  7. 3 tool updates
    • Changeddesign10 fields changed
      • changedInput schema / additionalProperties
        Previous value: -falseNew value: +true
      • addedInput schema / properties / customInputs
        Added value: +{
+  "additionalProperties": {},
+  "type": "object"
+}
      • removedInput schema / properties / gpuGen / description
        Removed value: -"GPU generation"
      • addedInput schema / properties / hallCount
        Added value: +{
+  "exclusiveMinimum": 0,
+  "maximum": 48,
+  "type": "integer"
+}
      • removedInput schema / properties / itLoadMw / description
        Removed value: -"IT load in MW"
      • addedInput schema / properties / parcels
        Added value: +{
+  "items": {
+    "additionalProperties": true,
+    "properties": {
+      "geometry": {
+        "anyOf": [
+          {
+            "additionalProperties": false,
+            "properties": {
+              "coordinates": {
+                "items": {
+                  "items": {
+                    "items": {
+                      "type": "number"
+                    },
+                    "maxItems": 3,
+                    "minItems": 2,
+                    "type": "array"
+                  },
+                  "maxItems": 512,
+                  "minItems": 4,
+                  "type": "array"
+                },
+                "maxItems": 16,
+                "minItems": 1,
+                "type": "array"
+              },
+              "type": {
+                "const": "Polygon",
+                "type": "string"
+              }
+            },
+            "required": [
+              "type",
+              "coordinates"
+            ],
+            "type": "object"
+          },
+          {
+            "additionalProperties": false,
+            "properties": {
+              "coordinates": {
+                "items": {
+                  "$ref": "#/properties/parcels/items/properties/geometry/anyOf/0/properties/coordinates"
+                },
+                "maxItems": 8,
+                "minItems": 1,
+                "type": "array"
+              },
+              "type": {
+                "const": "MultiPolygon",
+                "type": "string"
+              }
+            },
+            "required": [
+              "type",
+              "coordinates"
+            ],
+            "type": "object"
+          }
+        ]
+      },
+      "id": {
+        "type": [
+          "string",
+          "number"
+        ]
+      },
+      "properties": {
+        "additionalProperties": {},
+        "type": "object"
+      },
+      "type": {
+        "const": "Feature",
+        "type": "string"
+      }
+    },
+    "required": [
+      "type",
+      "geometry"
+    ],
+    "type": "object"
+  },
+  "maxItems": 25,
+  "type": "array"
+}
      • removedInput schema / properties / rackDensityKw / description
        Removed value: -"Per-rack power in kW"
      • removedInput schema / properties / region / description
        Removed value: -"Deployment region class"
      • removedInput schema / properties / siteAreaSqm / description
        Removed value: -"Site area in square meters"
      • changedOutput schema / (root)
        Previous value: -nullNew value: +{
+  "$schema": "http://json-schema.org/draft-07/schema#",
+  "additionalProperties": false,
+  "properties": {
+    "_agent": {
+      "additionalProperties": false,
+      "properties": {
+        "api": {
+          "additionalProperties": false,
+          "properties": {
+            "docs": {
+              "type": "string"
+            },
+            "openapi": {
+              "type": "string"
+            },
+            "plugin": {
+              "type": "string"
+            }
+          },
+          "required": [
+            "openapi",
+            "plugin",
+            "docs"
+          ],
+          "type": "object"
+        },
+        "citation": {
+          "additionalProperties": false,
+          "properties": {
+            "description": {
+              "type": "string"
+            },
+            "provider": {
+              "type": "string"
+            },
+            "url": {
+              "type": "string"
+            }
+          },
+          "required": [
+            "provider",
+            "url",
+            "description"
+          ],
+          "type": "object"
+        },
+        "usage": {
+          "additionalProperties": false,
+          "properties": {
+            "auth": {
+              "type": "string"
+            },
+            "contact": {
+              "type": "string"
+            },
+            "rateLimit": {
+              "type": "string"
+            }
+          },
+          "required": [
+            "rateLimit",
+            "auth",
+            "contact"
+          ],
+          "type": "object"
+        }
+      },
+      "required": [
+        "citation",
+        "api",
+        "usage"
+      ],
+      "type": "object"
+    },
+    "engineVersion": {
+      "type": "string"
+    },
+    "generatedAt": {
+      "type": "string"
+    },
+    "ok": {
+      "const": true,
+      "type": "boolean"
+    },
+    "requestId": {
+      "type": "string"
+    },
+    "summary": {
+      "additionalProperties": false,
+      "properties": {
+        "airCoolingLoadMw": {
+          "type": "number"
+        },
+        "airHeatRejectionPct": {
+          "type": "number"
+        },
+        "basisHash": {
+          "type": "string"
+        },
+        "cduApproachTempC": {
+          "type": "number"
+        },
+        "cduCount": {
+          "type": "number"
+        },
+        "cduInstalledMw": {
+          "type": "number"
+        },
+        "cduRedundancy": {
+          "type": "string"
+        },
+        "cduUnitMw": {
+          "type": "number"
+        },
+        "coincidentLoadFactor": {
+          "type": "number"
+        },
+        "commercialEvidenceStatus": {
+          "type": "string"
+        },
+        "commercialScopeId": {
+          "type": "string"
+        },
+        "commercialVerifiedReady": {
+          "type": "boolean"
+        },
+        "coolingCapacityMw": {
+          "type": "number"
+        },
+        "coolingLoadMw": {
+          "type": "number"
+        },
+        "deploymentUnitCount": {
+          "type": "number"
+        },
+        "deploymentUnitKind": {
+          "type": "string"
+        },
+        "deploymentUnitPowerKw": {
+          "type": "number"
+        },
+        "designReserveFactor": {
+          "type": "number"
+        },
+        "effectiveRackDensityKw": {
+          "description": "Requested main-rack density retained under the existing compatibility field name.",
+          "type": "number"
+        },
+        "facilityDemandMw": {
+          "type": "number"
+        },
+        "gpusPerUnit": {
+          "type": "number"
+        },
+        "hallCount": {
+          "type": "number"
+        },
+        "installedItCapacityMw": {
+          "type": "number"
+        },
+        "liquidCoolingLoadMw": {
+          "type": "number"
+        },
+        "liquidHeatRejectionPct": {
+          "type": "number"
+        },
+        "mainRackCount": {
+          "type": "number"
+        },
+        "mvaTotal": {
+          "type": "number"
+        },
+        "physicalBlocksPerUnit": {
+          "type": "number"
+        },
+        "physicalRackBlockCount": {
+          "type": "number"
+        },
+        "planningZoneCount": {
+          "type": "number"
+        },
+        "powerFactor": {
+          "type": "number"
+        },
+        "profileCompatibilityDiagnostics": {
+          "items": {
+            "type": "string"
+          },
+          "type": "array"
+        },
+        "profileEquivalentRackDensityKw": {
+          "type": "number"
+        },
+        "projectedRackPowerMw": {
+          "type": "number"
+        },
+        "pueAnnualBasis": {
+          "type": "number"
+        },
+        "pueDesign": {
+          "type": "number"
+        },
+        "rackCount": {
+          "type": "number"
+        },
+        "racksPerUnit": {
+          "type": "number"
+        },
+        "redundancyFactor": {
+          "type": "number"
+        },
+        "requestedRackDensityKw": {
+          "type": "number"
+        },
+        "secondaryLoopDeltaTC": {
+          "type": "number"
+        },
+        "tcsSupplyTempC": {
+          "type": "number"
+        },
+        "totalCostKrw": {
+          "type": "number"
+        },
+        "totalMonths": {
+          "type": "number"
+        },
+        "transformerTargetLoadingPct": {
+          "type": "number"
+        },
+        "unsnappedRackCount": {
+          "type": "number"
+        },
+        "wueBasisStatus": {
+          "type": "string"
+        }
+      },
+      "required": [
+        "rackCount",
+        "pueDesign",
+        "mvaTotal"
+      ],
+      "type": "object"
+    },
+    "warnings": {
+      "items": {
+        "type": "string"
+      },
+      "type": "array"
+    }
+  },
+  "required": [
+    "ok",
+    "generatedAt",
+    "summary",
+    "warnings",
+    "engineVersion",
+    "requestId",
+    "_agent"
+  ],
+  "type": "object"
+}
    • Changedlayout11 fields changed
      • addedInput schema / properties / design
        Added value: +{
+  "additionalProperties": true,
+  "properties": {
+    "customInputs": {
+      "additionalProperties": {},
+      "type": "object"
+    },
+    "gpuGen": {
+      "enum": [
+        "hopper",
+        "blackwell",
+        "rubin"
+      ],
+      "type": "string"
+    },
+    "hallCount": {
+      "exclusiveMinimum": 0,
+      "maximum": 48,
+      "type": "integer"
+    },
+    "itLoadMw": {
+      "exclusiveMinimum": 0,
+      "maximum": 1000,
+      "type": "number"
+    },
+    "options": {
+      "additionalProperties": false,
+      "properties": {
+        "coolingMode": {
+          "enum": [
+            "air",
+            "hybrid",
+            "liquid"
+          ],
+          "type": "string"
+        },
+        "pueTarget": {
+          "maximum": 2.5,
+          "minimum": 1,
+          "type": "number"
+        },
+        "redundancy": {
+          "enum": [
+            "n",
+            "n_plus_1",
+            "2n"
+          ],
+          "type": "string"
+        }
+      },
+      "type": "object"
+    },
+    "parcels": {
+      "items": {
+        "additionalProperties": true,
+        "properties": {
+          "geometry": {
+            "anyOf": [
+              {
+                "additionalProperties": false,
+                "properties": {
+                  "coordinates": {
+                    "items": {
+                      "items": {
+                        "items": {
+                          "type": "number"
+                        },
+                        "maxItems": 3,
+                        "minItems": 2,
+                        "type": "array"
+                      },
+                      "maxItems": 512,
+                      "minItems": 4,
+                      "type": "array"
+                    },
+                    "maxItems": 16,
+                    "minItems": 1,
+                    "type": "array"
+                  },
+                  "type": {
+                    "const": "Polygon",
+                    "type": "string"
+                  }
+                },
+                "required": [
+                  "type",
+                  "coordinates"
+                ],
+                "type": "object"
+              },
+              {
+                "additionalProperties": false,
+                "properties": {
+                  "coordinates": {
+                    "items": {
+                      "$ref": "#/properties/design/properties/parcels/items/properties/geometry/anyOf/0/properties/coordinates"
+                    },
+                    "maxItems": 8,
+                    "minItems": 1,
+                    "type": "array"
+                  },
+                  "type": {
+                    "const": "MultiPolygon",
+                    "type": "string"
+                  }
+                },
+                "required": [
+                  "type",
+                  "coordinates"
+                ],
+                "type": "object"
+              }
+            ]
+          },
+          "id": {
+            "type": [
+              "string",
+              "number"
+            ]
+          },
+          "properties": {
+            "additionalProperties": {},
+            "type": "object"
+          },
+          "type": {
+            "const": "Feature",
+            "type": "string"
+          }
+        },
+        "required": [
+          "type",
+          "geometry"
+        ],
+        "type": "object"
+      },
+      "maxItems": 25,
+      "type": "array"
+    },
+    "rackDensityKw": {
+      "exclusiveMinimum": 0,
+      "maximum": 500,
+      "type": "number"
+    },
+    "region": {
+      "enum": [
+        "metropolitan",
+        "regional"
+      ],
+      "type": "string"
+    },
+    "siteAreaSqm": {
+      "exclusiveMinimum": 0,
+      "maximum": 1000000,
+      "type": "number"
+    }
+  },
+  "required": [
+    "itLoadMw",
+    "rackDensityKw",
+    "gpuGen",
+    "siteAreaSqm",
+    "region"
+  ],
+  "type": "object"
+}
      • removedInput schema / properties / gpuGen
        Removed value: -{
-  "description": "GPU generation",
-  "enum": [
-    "hopper",
-    "blackwell",
-    "rubin"
-  ],
-  "type": "string"
-}
      • removedInput schema / properties / itLoadMw
        Removed value: -{
-  "description": "IT load in MW",
-  "exclusiveMinimum": 0,
-  "maximum": 1000,
-  "type": "number"
-}
      • removedInput schema / properties / options
        Removed value: -{
-  "additionalProperties": false,
-  "properties": {
-    "coolingMode": {
-      "enum": [
-        "air",
-        "hybrid",
-        "liquid"
-      ],
-      "type": "string"
-    },
-    "pueTarget": {
-      "maximum": 2.5,
-      "minimum": 1,
-      "type": "number"
-    },
-    "redundancy": {
-      "enum": [
-        "n",
-        "n_plus_1",
-        "2n"
-      ],
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
      • removedInput schema / properties / rackDensityKw
        Removed value: -{
-  "description": "Per-rack power in kW",
-  "exclusiveMinimum": 0,
-  "maximum": 500,
-  "type": "number"
-}
      • removedInput schema / properties / region
        Removed value: -{
-  "description": "Deployment region class",
-  "enum": [
-    "metropolitan",
-    "regional"
-  ],
-  "type": "string"
-}
      • removedInput schema / properties / siteAreaSqm / description
        Removed value: -"Site area in square meters"
      • removedInput schema / properties / siteAreaSqm / maximum
        Removed value: -1000000
      • removedInput schema / properties / siteCentroid / description
        Removed value: -"Optional WGS84 site centroid"
      • changedInput schema / required
        Previous value: -[
-  "itLoadMw",
-  "rackDensityKw",
-  "gpuGen",
-  "siteAreaSqm",
-  "region"
-]New value: +[
+  "design"
+]
      • changedOutput schema / (root)
        Previous value: -nullNew value: +{
+  "$schema": "http://json-schema.org/draft-07/schema#",
+  "additionalProperties": false,
+  "properties": {
+    "_agent": {
+      "additionalProperties": false,
+      "properties": {
+        "api": {
+          "additionalProperties": false,
+          "properties": {
+            "docs": {
+              "type": "string"
+            },
+            "openapi": {
+              "type": "string"
+            },
+            "plugin": {
+              "type": "string"
+            }
+          },
+          "required": [
+            "openapi",
+            "plugin",
+            "docs"
+          ],
+          "type": "object"
+        },
+        "citation": {
+          "additionalProperties": false,
+          "properties": {
+            "description": {
+              "type": "string"
+            },
+            "provider": {
+              "type": "string"
+            },
+            "url": {
+              "type": "string"
+            }
+          },
+          "required": [
+            "provider",
+            "url",
+            "description"
+          ],
+          "type": "object"
+        },
+        "usage": {
+          "additionalProperties": false,
+          "properties": {
+            "auth": {
+              "type": "string"
+            },
+            "contact": {
+              "type": "string"
+            },
+            "rateLimit": {
+              "type": "string"
+            }
+          },
+          "required": [
+            "rateLimit",
+            "auth",
+            "contact"
+          ],
+          "type": "object"
+        }
+      },
+      "required": [
+        "citation",
+        "api",
+        "usage"
+      ],
+      "type": "object"
+    },
+    "candidates": {
+      "items": {
+        "additionalProperties": true,
+        "properties": {
+          "id": {
+            "type": "string"
+          },
+          "label": {
+            "type": "string"
+          },
+          "layout": {
+            "additionalProperties": true,
+            "properties": {
+              "rackPlan": {
+                "additionalProperties": true,
+                "properties": {
+                  "blocks": {
+                    "items": {
+                      "$ref": "#/properties/rackPlan/properties/blocks/items"
+                    },
+                    "maxItems": 512,
+                    "type": "array"
+                  },
+                  "deploymentUnitCount": {
+                    "$ref": "#/properties/rackPlan/properties/deploymentUnitCount"
+                  },
+                  "hallDimensionMode": {
+                    "$ref": "#/properties/rackPlan/properties/hallDimensionMode"
+                  },
+                  "mainRackCount": {
+                    "$ref": "#/properties/rackPlan/properties/mainRackCount"
+                  },
+                  "previewTruncated": {
+                    "$ref": "#/properties/rackPlan/properties/previewTruncated"
+                  },
+                  "profileCompatibilityDiagnostics": {
+                    "$ref": "#/properties/rackPlan/properties/profileCompatibilityDiagnostics"
+                  },
+                  "profileId": {
+                    "$ref": "#/properties/rackPlan/properties/profileId"
+                  },
+                  "rackCount": {
+                    "$ref": "#/properties/rackPlan/properties/rackCount"
+                  },
+                  "renderedPhysicalRackBlocks": {
+                    "$ref": "#/properties/rackPlan/properties/renderedPhysicalRackBlocks"
+                  },
+                  "requestedDeploymentUnitCount": {
+                    "$ref": "#/properties/rackPlan/properties/requestedDeploymentUnitCount"
+                  },
+                  "requestedMainRackCount": {
+                    "$ref": "#/properties/rackPlan/properties/requestedMainRackCount"
+                  },
+                  "requestedPhysicalRackBlocks": {
+                    "$ref": "#/properties/rackPlan/properties/requestedPhysicalRackBlocks"
+                  }
+                },
+                "required": [
+                  "rackCount",
+                  "blocks"
+                ],
+                "type": "object"
+              }
+            },
+            "required": [
+              "rackPlan"
+            ],
+            "type": "object"
+          },
+          "sourceStatus": {
+            "type": "string"
+          }
+        },
+        "required": [
+          "id",
+          "layout"
+        ],
+        "type": "object"
+      },
+      "type": "array"
+    },
+    "engineVersion": {
+      "type": "string"
+    },
+    "facilityLayoutResult": {
+      "additionalProperties": true,
+      "properties": {
+        "adjacency": {
+          "items": {
+            "additionalProperties": {},
+            "type": "object"
+          },
+          "type": "array"
+        },
+        "blocks": {
+          "items": {
+            "additionalProperties": true,
+            "properties": {
+              "d": {
+                "type": "number"
+              },
+              "dx": {
+                "type": "number"
+              },
+              "dz": {
+                "type": "number"
+              },
+              "id": {
+                "type": "string"
+              },
+              "label": {
+                "type": "string"
+              },
+              "maxX": {
+                "type": "number"
+              },
+              "maxZ": {
+                "type": "number"
+              },
+              "minX": {
+                "type": "number"
+              },
+              "minZ": {
+                "type": "number"
+              },
+              "type": {
+                "type": "string"
+              },
+              "w": {
+                "type": "number"
+              },
+              "x": {
+                "type": "number"
+              },
+              "z": {
+                "type": "number"
+              }
+            },
+            "required": [
+              "id",
+              "x",
+              "z",
+              "w",
+              "d",
+              "minX",
+              "maxX",
+              "minZ",
+              "maxZ"
+            ],
+            "type": "object"
+          },
+          "type": "array"
+        },
+        "error": {
+          "type": "string"
+        },
+        "objectiveValue": {
+          "type": [
+            "number",
+            "null"
+          ]
+        },
+        "ok": {
+          "type": "boolean"
+        },
+        "site": {
+          "additionalProperties": {},
+          "type": "object"
+        },
+        "solver": {
+          "type": "string"
+        },
+        "status": {
+          "type": "string"
+        },
+        "version": {
+          "type": "string"
+        }
+      },
+      "required": [
+        "ok",
+        "status"
+      ],
+      "type": "object"
+    },
+    "ok": {
+      "const": true,
+      "type": "boolean"
+    },
+    "rackPlan": {
+      "additionalProperties": true,
+      "properties": {
+        "blocks": {
+          "items": {
+            "additionalProperties": true,
+            "properties": {
+              "kw": {
+                "type": "number"
+              },
+              "xMm": {
+                "type": "number"
+              },
+              "yMm": {
+                "type": "number"
+              }
+            },
+            "required": [
+              "xMm",
+              "yMm",
+              "kw"
+            ],
+            "type": "object"
+          },
+          "maxItems": 512,
+          "type": "array"
+        },
+        "cols": {
+          "type": "number"
+        },
+        "deploymentUnitCount": {
+          "type": "number"
+        },
+        "hallDepthMm": {
+          "type": "number"
+        },
+        "hallDimensionMode": {
+          "enum": [
+            "nominal_expanded_to_fit_preview"
+          ],
+          "type": "string"
+        },
+        "hallWidthMm": {
+          "type": "number"
+        },
+        "mainRackCount": {
+          "type": "number"
+        },
+        "previewTruncated": {
+          "type": "boolean"
+        },
+        "profileCompatibilityDiagnostics": {
+          "items": {
+            "type": "string"
+          },
+          "type": "array"
+        },
+        "profileId": {
+          "type": "string"
+        },
+        "rackCount": {
+          "minimum": 0,
+          "type": "integer"
+        },
+        "renderedPhysicalRackBlocks": {
+          "type": "number"
+        },
+        "requestedDeploymentUnitCount": {
+          "type": "number"
+        },
+        "requestedMainRackCount": {
+          "type": "number"
+        },
+        "requestedPhysicalRackBlocks": {
+          "type": "number"
+        },
+        "rows": {
+          "type": "number"
+        }
+      },
+      "required": [
+        "hallWidthMm",
+        "hallDepthMm",
+        "rows",
+        "cols",
+        "rackCount",
+        "blocks"
+      ],
+      "type": "object"
+    },
+    "requestId": {
+      "type": "string"
+    },
+    "sitePlan": {
+      "additionalProperties": false,
+      "properties": {
+        "blocks": {
+          "items": {
+            "additionalProperties": false,
+            "properties": {
+              "fill": {
+                "type": "string"
+              },
+              "hPct": {
+                "type": "number"
+              },
+              "id": {
+                "type": "string"
+              },
+              "label": {
+                "type": "string"
+              },
+              "wPct": {
+                "type": "number"
+              },
+              "xPct": {
+                "type": "number"
+              },
+              "yPct": {
+                "type": "number"
+              }
+            },
+            "required": [
+              "id",
+              "label",
+              "xPct",
+              "yPct",
+              "wPct",
+              "hPct"
+            ],
+            "type": "object"
+          },
+          "type": "array"
+        }
+      },
+      "required": [
+        "blocks"
+      ],
+      "type": "object"
+    },
+    "warnings": {
+      "items": {
+        "type": "string"
+      },
+      "type": "array"
+    }
+  },
+  "required": [
+    "ok",
+    "rackPlan",
+    "sitePlan",
+    "warnings",
+    "engineVersion",
+    "requestId",
+    "_agent"
+  ],
+  "type": "object"
+}
    • Changedvalidate14 fields changed
      • removedInput schema / additionalProperties
        Removed value: -false
      • addedInput schema / anyOf
        Added value: +[
+  {
+    "required": [
+      "sessionId"
+    ]
+  },
+  {
+    "required": [
+      "designSummary"
+    ]
+  },
+  {
+    "required": [
+      "rawInput"
+    ]
+  }
+]
      • addedInput schema / description
        Added value: +"Provide an EngineSession id, a previous design summary, or raw design input."
      • addedInput schema / properties / designSummary
        Added value: +{
+  "properties": {
+    "mvaTotal": {
+      "type": "number"
+    },
+    "pueDesign": {
+      "type": "number"
+    },
+    "rackCount": {
+      "type": "number"
+    },
+    "totalCostKrw": {
+      "type": "number"
+    },
+    "totalMonths": {
+      "type": "number"
+    }
+  },
+  "required": [
+    "rackCount",
+    "pueDesign",
+    "mvaTotal"
+  ],
+  "type": "object"
+}
      • removedInput schema / properties / gpuGen
        Removed value: -{
-  "description": "GPU generation",
-  "enum": [
-    "hopper",
-    "blackwell",
-    "rubin"
-  ],
-  "type": "string"
-}
      • removedInput schema / properties / itLoadMw
        Removed value: -{
-  "description": "IT load in MW",
-  "exclusiveMinimum": 0,
-  "maximum": 1000,
-  "type": "number"
-}
      • removedInput schema / properties / options
        Removed value: -{
-  "additionalProperties": false,
-  "properties": {
-    "coolingMode": {
-      "enum": [
-        "air",
-        "hybrid",
-        "liquid"
-      ],
-      "type": "string"
-    },
-    "pueTarget": {
-      "maximum": 2.5,
-      "minimum": 1,
-      "type": "number"
-    },
-    "redundancy": {
-      "enum": [
-        "n",
-        "n_plus_1",
-        "2n"
-      ],
-      "type": "string"
-    }
-  },
-  "type": "object"
-}
      • removedInput schema / properties / rackDensityKw
        Removed value: -{
-  "description": "Per-rack power in kW",
-  "exclusiveMinimum": 0,
-  "maximum": 500,
-  "type": "number"
-}
      • addedInput schema / properties / rawInput
        Added value: +{
+  "additionalProperties": {},
+  "properties": {
+    "customInputs": {
+      "additionalProperties": {},
+      "propertyNames": {
+        "type": "string"
+      },
+      "type": "object"
+    },
+    "gpuGen": {
+      "enum": [
+        "hopper",
+        "blackwell",
+        "rubin"
+      ],
+      "type": "string"
+    },
+    "hallCount": {
+      "exclusiveMinimum": 0,
+      "maximum": 48,
+      "type": "integer"
+    },
+    "itLoadMw": {
+      "exclusiveMinimum": 0,
+      "maximum": 1000,
+      "type": "number"
+    },
+    "options": {
+      "properties": {
+        "coolingMode": {
+          "enum": [
+            "air",
+            "hybrid",
+            "liquid"
+          ],
+          "type": "string"
+        },
+        "pueTarget": {
+          "maximum": 2.5,
+          "minimum": 1,
+          "type": "number"
+        },
+        "redundancy": {
+          "enum": [
+            "n",
+            "n_plus_1",
+            "2n"
+          ],
+          "type": "string"
+        }
+      },
+      "type": "object"
+    },
+    "parcels": {
+      "items": {
+        "additionalProperties": {},
+        "properties": {
+          "geometry": {
+            "anyOf": [
+              {
+                "properties": {
+                  "coordinates": {
+                    "items": {
+                      "items": {
+                        "items": {
+                          "type": "number"
+                        },
+                        "maxItems": 3,
+                        "minItems": 2,
+                        "type": "array"
+                      },
+                      "maxItems": 512,
+                      "minItems": 4,
+                      "type": "array"
+                    },
+                    "maxItems": 16,
+                    "minItems": 1,
+                    "type": "array"
+                  },
+                  "type": {
+                    "const": "Polygon",
+                    "type": "string"
+                  }
+                },
+                "required": [
+                  "type",
+                  "coordinates"
+                ],
+                "type": "object"
+              },
+              {
+                "properties": {
+                  "coordinates": {
+                    "items": {
+                      "items": {
+                        "items": {
+                          "items": {
+                            "type": "number"
+                          },
+                          "maxItems": 3,
+                          "minItems": 2,
+                          "type": "array"
+                        },
+                        "maxItems": 512,
+                        "minItems": 4,
+                        "type": "array"
+                      },
+                      "maxItems": 16,
+                      "minItems": 1,
+                      "type": "array"
+                    },
+                    "maxItems": 8,
+                    "minItems": 1,
+                    "type": "array"
+                  },
+                  "type": {
+                    "const": "MultiPolygon",
+                    "type": "string"
+                  }
+                },
+                "required": [
+                  "type",
+                  "coordinates"
+                ],
+                "type": "object"
+              }
+            ]
+          },
+          "id": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "number"
+              }
+            ]
+          },
+          "properties": {
+            "additionalProperties": {},
+            "propertyNames": {
+              "type": "string"
+            },
+            "type": "object"
+          },
+          "type": {
+            "const": "Feature",
+            "type": "string"
+          }
+        },
+        "required": [
+          "type",
+          "geometry"
+        ],
+        "type": "object"
+      },
+      "maxItems": 25,
+      "type": "array"
+    },
+    "rackDensityKw": {
+      "exclusiveMinimum": 0,
+      "maximum": 500,
+      "type": "number"
+    },
+    "region": {
+      "enum": [
+        "metropolitan",
+        "regional"
+      ],
+      "type": "string"
+    },
+    "siteAreaSqm": {
+      "exclusiveMinimum": 0,
+      "maximum": 1000000,
+      "type": "number"
+    }
+  },
+  "required": [
+    "itLoadMw",
+    "rackDensityKw",
+    "gpuGen",
+    "siteAreaSqm",
+    "region"
+  ],
+  "type": "object"
+}
      • removedInput schema / properties / region
        Removed value: -{
-  "description": "Deployment region class",
-  "enum": [
-    "metropolitan",
-    "regional"
-  ],
-  "type": "string"
-}
      • addedInput schema / properties / sessionId
        Added value: +{
+  "description": "Preferred EngineSession id for graph validation.",
+  "type": "string"
+}
      • removedInput schema / properties / siteAreaSqm
        Removed value: -{
-  "description": "Site area in square meters",
-  "exclusiveMinimum": 0,
-  "maximum": 1000000,
-  "type": "number"
-}
      • removedInput schema / required
        Removed value: -[
-  "itLoadMw",
-  "rackDensityKw",
-  "gpuGen",
-  "siteAreaSqm",
-  "region"
-]
      • changedOutput schema / (root)
        Previous value: -nullNew value: +{
+  "$schema": "http://json-schema.org/draft-07/schema#",
+  "additionalProperties": false,
+  "properties": {
+    "_agent": {
+      "additionalProperties": false,
+      "properties": {
+        "api": {
+          "additionalProperties": false,
+          "properties": {
+            "docs": {
+              "type": "string"
+            },
+            "openapi": {
+              "type": "string"
+            },
+            "plugin": {
+              "type": "string"
+            }
+          },
+          "required": [
+            "openapi",
+            "plugin",
+            "docs"
+          ],
+          "type": "object"
+        },
+        "citation": {
+          "additionalProperties": false,
+          "properties": {
+            "description": {
+              "type": "string"
+            },
+            "provider": {
+              "type": "string"
+            },
+            "url": {
+              "type": "string"
+            }
+          },
+          "required": [
+            "provider",
+            "url",
+            "description"
+          ],
+          "type": "object"
+        },
+        "usage": {
+          "additionalProperties": false,
+          "properties": {
+            "auth": {
+              "type": "string"
+            },
+            "contact": {
+              "type": "string"
+            },
+            "rateLimit": {
+              "type": "string"
+            }
+          },
+          "required": [
+            "rateLimit",
+            "auth",
+            "contact"
+          ],
+          "type": "object"
+        }
+      },
+      "required": [
+        "citation",
+        "api",
+        "usage"
+      ],
+      "type": "object"
+    },
+    "engineVersion": {
+      "type": "string"
+    },
+    "findings": {
+      "items": {
+        "additionalProperties": false,
+        "properties": {
+          "family": {
+            "enum": [
+              "electrical",
+              "cooling",
+              "layout",
+              "safety",
+              "data"
+            ],
+            "type": "string"
+          },
+          "message": {
+            "type": "string"
+          },
+          "publicRuleId": {
+            "type": "string"
+          },
+          "severity": {
+            "enum": [
+              "blocking",
+              "warn",
+              "info"
+            ],
+            "type": "string"
+          }
+        },
+        "required": [
+          "severity",
+          "family",
+          "message"
+        ],
+        "type": "object"
+      },
+      "type": "array"
+    },
+    "graphSummary": {
+      "additionalProperties": {},
+      "type": "object"
+    },
+    "graphVerdict": {
+      "enum": [
+        "PASS",
+        "PENDING",
+        "REJECT"
+      ],
+      "type": "string"
+    },
+    "ok": {
+      "const": true,
+      "type": "boolean"
+    },
+    "requestId": {
+      "type": "string"
+    },
+    "revisionId": {
+      "type": "string"
+    },
+    "rfis": {
+      "items": {
+        "additionalProperties": false,
+        "properties": {
+          "affectedSystemSlot": {
+            "type": "string"
+          },
+          "basisRevisionId": {
+            "type": "string"
+          },
+          "bomLineIds": {
+            "items": {
+              "type": "string"
+            },
+            "type": "array"
+          },
+          "candidateFamilyIds": {
+            "items": {
+              "type": "string"
+            },
+            "type": "array"
+          },
+          "designBlocking": {
+            "type": "boolean"
+          },
+          "evidenceRefs": {
+            "items": {
+              "type": "string"
+            },
+            "type": "array"
+          },
+          "id": {
+            "type": "string"
+          },
+          "kind": {
+            "enum": [
+              "stage_gate",
+              "equipment_evidence",
+              "commercial",
+              "authority"
+            ],
+            "type": "string"
+          },
+          "owner": {
+            "enum": [
+              "Vendor",
+              "Owner",
+              "Eng",
+              "Code"
+            ],
+            "type": "string"
+          },
+          "status": {
+            "enum": [
+              "OPEN",
+              "VENDOR",
+              "OWNER",
+              "CLOSED"
+            ],
+            "type": "string"
+          },
+          "topic": {
+            "type": "string"
+          }
+        },
+        "required": [
+          "id",
+          "topic",
+          "owner",
+          "status"
+        ],
+        "type": "object"
+      },
+      "type": "array"
+    },
+    "sessionId": {
+      "type": "string"
+    },
+    "statusCounts": {
+      "additionalProperties": {
+        "type": "number"
+      },
+      "type": "object"
+    },
+    "verdict": {
+      "enum": [
+        "PASS",
+        "PENDING",
+        "REJECT"
+      ],
+      "type": "string"
+    }
+  },
+  "required": [
+    "ok",
+    "findings",
+    "rfis",
+    "engineVersion",
+    "requestId",
+    "_agent"
+  ],
+  "type": "object"
+}
  8. 3 tool updates
    • First observeddesign
    • First observedlayout
    • First observedvalidate

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