EximAgent

Run read-only trade SQL

exim__analytics__sql

Read-onlyIdempotent

Runs one read-only SELECT over the allowed trade tables; raw fact tables need a WHERE clause and results are row-limited. Use it when analytics query cannot express the question.

Input Schema

Name	Required	Description
`sql`	Yes	One read-only SELECT over the trade tables.
`limit`	No	Max rows per page (default 100, max 10000)
`offset`	No	Row offset for paging (minimum 0; use ORDER BY for a stable page order).

Output Schema

Name	Required	Description	Default
`data`	Yes
`stats`	No
`_debug`	No
`summary`	Yes
`warnings`	No
`nextActions`	Yes
`correlationId`	No

Schema Changelog

Changes observed during successful MCP inspections.

Changed58 schema fields changedOct 28, 2026

addedOutput schema / $defs / value14 / additionalProperties
```
Added value: +false
```

removedOutput schema / $defs / value14 / anyOf

Removed value: -[
-  {
-    "items": {
-      "type": [
-        "null",
-        "boolean",
-        "number",
-        "string",
-        "array",
-        "object"
-      ]
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]

addedOutput schema / $defs / value14 / properties

Added value: +{
+  "company": {
+    "anyOf": [
+      {
+        "$ref": "#/$defs/value16"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "fit": {
+    "anyOf": [
+      {
+        "$ref": "#/$defs/value15"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "membership": {
+    "anyOf": [
+      {
+        "$ref": "#/$defs/value17"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "pending": {
+    "anyOf": [
+      {
+        "$ref": "#/$defs/value20"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  }
+}

addedOutput schema / $defs / value14 / type
```
Added value: +"object"
```
addedOutput schema / $defs / value15 / additionalProperties
```
Added value: +false
```

removedOutput schema / $defs / value15 / anyOf

Removed value: -[
-  {
-    "items": {
-      "$ref": "#/$defs/value16"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]

addedOutput schema / $defs / value15 / properties

Added value: +{
+  "company_id": {
+    "anyOf": [
+      {
+        "format": "uuid",
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "created_at": {
+    "anyOf": [
+      {
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "discovery_source": {
+    "type": "string"
+  },
+  "evidence_tier": {
+    "type": "integer"
+  },
+  "id": {
+    "anyOf": [
+      {
+        "format": "uuid",
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "match_reasons": {
+    "anyOf": [
+      {
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "priority": {
+    "anyOf": [
+      {
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "reasoning": {
+    "anyOf": [
+      {
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "score": {
+    "anyOf": [
+      {
+        "type": "number"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "target_id": {
+    "anyOf": [
+      {
+        "format": "uuid",
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "target_kind": {
+    "type": "string"
+  },
+  "updated_at": {
+    "anyOf": [
+      {
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "user_id": {
+    "type": "string"
+  }
+}

addedOutput schema / $defs / value15 / required

Added value: +[
+  "company_id",
+  "created_at",
+  "discovery_source",
+  "evidence_tier",
+  "id",
+  "match_reasons",
+  "priority",
+  "reasoning",
+  "score",
+  "target_id",
+  "target_kind",
+  "updated_at",
+  "user_id"
+]

addedOutput schema / $defs / value15 / type
```
Added value: +"object"
```

addedOutput schema / $defs / value16 / properties / address

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

addedOutput schema / $defs / value16 / properties / base_url

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

addedOutput schema / $defs / value16 / properties / canonical_url
```
Added value: +{
+  "type": "string"
+}
```
removedOutput schema / $defs / value16 / properties / command
```
Removed value: -{
-  "type": "string"
-}
```
removedOutput schema / $defs / value16 / properties / cost
```
Removed value: -{
-  "type": "string"
-}
```

addedOutput schema / $defs / value16 / properties / country

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

addedOutput schema / $defs / value16 / properties / description

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

addedOutput schema / $defs / value16 / properties / id

Added value: +{
+  "anyOf": [
+    {
+      "format": "uuid",
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

addedOutput schema / $defs / value16 / properties / industry

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

removedOutput schema / $defs / value16 / properties / label
```
Removed value: -{
-  "type": "string"
-}
```
addedOutput schema / $defs / value16 / properties / name
```
Added value: +{
+  "type": "string"
+}
```
removedOutput schema / $defs / value16 / properties / rationale
```
Removed value: -{
-  "type": "string"
-}
```
addedOutput schema / $defs / value16 / properties / resolution_source
```
Added value: +{
+  "type": "string"
+}
```

addedOutput schema / $defs / value16 / properties / trade_potential

Added value: +{
+  "anyOf": [
+    {
+      "type": "number"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

addedOutput schema / $defs / value16 / properties / trade_potential_reasoning

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

addedOutput schema / $defs / value16 / properties / updated_at

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

addedOutput schema / $defs / value16 / properties / url

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

changedOutput schema / $defs / value16 / required

Previous value: -[
-  "command",
-  "cost",
-  "label",
-  "rationale"
-]New value: +[
+  "address",
+  "base_url",
+  "canonical_url",
+  "country",
+  "description",
+  "id",
+  "industry",
+  "name",
+  "resolution_source",
+  "trade_potential",
+  "trade_potential_reasoning",
+  "updated_at",
+  "url"
+]

addedOutput schema / $defs / value17 / additionalProperties
```
Added value: +false
```

removedOutput schema / $defs / value17 / anyOf

Removed value: -[
-  {
-    "additionalProperties": {
-      "type": "number"
-    },
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]

addedOutput schema / $defs / value17 / properties

Added value: +{
+  "ai_column_meta": {
+    "type": [
+      "null",
+      "boolean",
+      "number",
+      "string",
+      "array",
+      "object"
+    ]
+  },
+  "ai_column_values": {
+    "$ref": "#/$defs/value19"
+  },
+  "canonical_url": {
+    "type": "string"
+  },
+  "collection_id": {
+    "anyOf": [
+      {
+        "format": "uuid",
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "company_country": {
+    "anyOf": [
+      {
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "company_id": {
+    "anyOf": [
+      {
+        "format": "uuid",
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "company_name": {
+    "type": "string"
+  },
+  "company_url": {
+    "anyOf": [
+      {
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "created_at": {
+    "anyOf": [
+      {
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "discovery_source": {
+    "anyOf": [
+      {
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "id": {
+    "anyOf": [
+      {
+        "format": "uuid",
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "keywords": {
+    "$ref": "#/$defs/value18"
+  },
+  "match_reasons": {
+    "anyOf": [
+      {
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "outreach_stage": {
+    "anyOf": [
+      {
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "priority": {
+    "anyOf": [
+      {
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "reasoning": {
+    "anyOf": [
+      {
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "score": {
+    "anyOf": [
+      {
+        "type": "number"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "updated_at": {
+    "anyOf": [
+      {
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  }
+}

addedOutput schema / $defs / value17 / required

Added value: +[
+  "ai_column_meta",
+  "ai_column_values",
+  "canonical_url",
+  "collection_id",
+  "company_country",
+  "company_id",
+  "company_name",
+  "company_url",
+  "created_at",
+  "discovery_source",
+  "id",
+  "keywords",
+  "match_reasons",
+  "outreach_stage",
+  "priority",
+  "reasoning",
+  "score",
+  "updated_at"
+]

addedOutput schema / $defs / value17 / type
```
Added value: +"object"
```

changedOutput schema / $defs / value18 / anyOf

Previous value: -[
-  {
-    "items": {
-      "$ref": "#/$defs/value19"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "type": "string"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]

removedOutput schema / $defs / value19 / additionalProperties
```
Removed value: -false
```

addedOutput schema / $defs / value19 / anyOf

Added value: +[
+  {
+    "type": "string"
+  },
+  {
+    "type": "null"
+  }
+]

removedOutput schema / $defs / value19 / properties

Removed value: -{
-  "code": {
-    "type": "string"
-  },
-  "message": {
-    "type": "string"
-  }
-}

removedOutput schema / $defs / value19 / required
```
Removed value: -[
-  "code",
-  "message"
-]
```
removedOutput schema / $defs / value19 / type
```
Removed value: -"object"
```
addedOutput schema / $defs / value20 / additionalProperties
```
Added value: +false
```

removedOutput schema / $defs / value20 / anyOf

Removed value: -[
-  {
-    "additionalProperties": {
-      "type": [
-        "null",
-        "boolean",
-        "number",
-        "string",
-        "array",
-        "object"
-      ]
-    },
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]

addedOutput schema / $defs / value20 / properties

Added value: +{
+  "displayName": {
+    "type": "string"
+  },
+  "message": {
+    "type": "string"
+  },
+  "pendingId": {
+    "type": "string"
+  },
+  "reportingCountry": {
+    "type": "string"
+  },
+  "status": {
+    "type": "string"
+  }
+}

addedOutput schema / $defs / value20 / required

Added value: +[
+  "displayName",
+  "message",
+  "pendingId",
+  "reportingCountry",
+  "status"
+]

addedOutput schema / $defs / value20 / type
```
Added value: +"object"
```

addedOutput schema / $defs / value21

Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "id": {
+      "type": "string"
+    },
+    "url": {
+      "type": "string"
+    }
+  },
+  "required": [
+    "id",
+    "url"
+  ],
+  "type": "object"
+}

addedOutput schema / $defs / value22

Added value: +{
+  "anyOf": [
+    {
+      "items": {
+        "type": [
+          "null",
+          "boolean",
+          "number",
+          "string",
+          "array",
+          "object"
+        ]
+      },
+      "type": "array"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

addedOutput schema / $defs / value23

Added value: +{
+  "anyOf": [
+    {
+      "items": {
+        "$ref": "#/$defs/value24"
+      },
+      "type": "array"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

addedOutput schema / $defs / value24

Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "command": {
+      "type": "string"
+    },
+    "cost": {
+      "type": "string"
+    },
+    "label": {
+      "type": "string"
+    },
+    "rationale": {
+      "type": "string"
+    }
+  },
+  "required": [
+    "command",
+    "cost",
+    "label",
+    "rationale"
+  ],
+  "type": "object"
+}

addedOutput schema / $defs / value25

Added value: +{
+  "anyOf": [
+    {
+      "additionalProperties": {
+        "type": "number"
+      },
+      "type": "object"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

addedOutput schema / $defs / value26

Added value: +{
+  "anyOf": [
+    {
+      "items": {
+        "$ref": "#/$defs/value27"
+      },
+      "type": "array"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

addedOutput schema / $defs / value27

Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "code": {
+      "type": "string"
+    },
+    "message": {
+      "type": "string"
+    }
+  },
+  "required": [
+    "code",
+    "message"
+  ],
+  "type": "object"
+}

addedOutput schema / $defs / value28

Added value: +{
+  "anyOf": [
+    {
+      "additionalProperties": {
+        "type": [
+          "null",
+          "boolean",
+          "number",
+          "string",
+          "array",
+          "object"
+        ]
+      },
+      "type": "object"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

changedOutput schema / properties / _debug / $ref

Previous value: -"#/$defs/value20"New value: +"#/$defs/value28"

addedOutput schema / properties / data / properties / context / anyOf

Added value: +[
+  {
+    "type": [
+      "null",
+      "boolean",
+      "number",
+      "string",
+      "array",
+      "object"
+    ]
+  },
+  {
+    "additionalProperties": false,
+    "properties": {
+      "collection": {
+        "$ref": "#/$defs/value21"
+      },
+      "sourceObservation": {
+        "type": [
+          "null",
+          "boolean",
+          "number",
+          "string",
+          "array",
+          "object"
+        ]
+      }
+    },
+    "required": [
+      "sourceObservation"
+    ],
+    "type": "object"
+  }
+]

removedOutput schema / properties / data / properties / context / type

Removed value: -[
-  "null",
-  "boolean",
-  "number",
-  "string",
-  "array",
-  "object"
-]

changedOutput schema / properties / data / properties / items / anyOf

Previous value: -[
-  {
-    "items": {
-      "$ref": "#/$defs/value0"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "anyOf": [
+        {
+          "$ref": "#/$defs/value0"
+        },
+        {
+          "$ref": "#/$defs/value14"
+        }
+      ]
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]

changedOutput schema / properties / nextActions / $ref

Previous value: -"#/$defs/value15"New value: +"#/$defs/value23"

changedOutput schema / properties / stats / $ref

Previous value: -"#/$defs/value17"New value: +"#/$defs/value25"

changedOutput schema / properties / warnings / $ref

Previous value: -"#/$defs/value18"New value: +"#/$defs/value26"

Changed70 schema fields changedOct 14, 2026

removedInput schema / properties / querySql

Removed value: -{
-  "description": "A single read-only SELECT over the trade tables (tradeData + signal tables)",
-  "maxLength": 20000,
-  "pattern": "[^\\t\\n\\v\\f\\r\\x85\\p{Z}]",
-  "type": "string"
-}

addedInput schema / properties / sql

Added value: +{
+  "description": "One read-only SELECT over the trade tables.",
+  "maxLength": 20000,
+  "pattern": "[^\\t\\n\\v\\f\\r\\x85\\p{Z}]",
+  "type": "string"
+}

changedInput schema / required

Previous value: -[
-  "querySql"
-]New value: +[
+  "sql"
+]

changedOutput schema / $defs / value10 / anyOf

Previous value: -[
-  {
-    "items": {
-      "$ref": "#/$defs/value11"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "type": "string"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]

removedOutput schema / $defs / value11 / additionalProperties
```
Removed value: -false
```

addedOutput schema / $defs / value11 / anyOf

Added value: +[
+  {
+    "items": {
+      "$ref": "#/$defs/value12"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]

removedOutput schema / $defs / value11 / properties

Removed value: -{
-  "Column": {
-    "type": "string"
-  },
-  "Prefix": {
-    "type": "boolean"
-  },
-  "Values": {
-    "$ref": "#/$defs/value12"
-  }
-}

removedOutput schema / $defs / value11 / required

Removed value: -[
-  "Column",
-  "Prefix",
-  "Values"
-]

removedOutput schema / $defs / value11 / type
```
Removed value: -"object"
```
addedOutput schema / $defs / value12 / additionalProperties
```
Added value: +false
```

removedOutput schema / $defs / value12 / anyOf

Removed value: -[
-  {
-    "items": {
-      "type": "string"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]

addedOutput schema / $defs / value12 / properties

Added value: +{
+  "Column": {
+    "type": "string"
+  },
+  "Prefix": {
+    "type": "boolean"
+  },
+  "Values": {
+    "$ref": "#/$defs/value13"
+  }
+}

addedOutput schema / $defs / value12 / required

Added value: +[
+  "Column",
+  "Prefix",
+  "Values"
+]

addedOutput schema / $defs / value12 / type
```
Added value: +"object"
```

changedOutput schema / $defs / value13 / anyOf

Previous value: -[
-  {
-    "items": {
-      "type": [
-        "null",
-        "boolean",
-        "number",
-        "string",
-        "array",
-        "object"
-      ]
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "type": "string"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]

changedOutput schema / $defs / value14 / anyOf

Previous value: -[
-  {
-    "items": {
-      "$ref": "#/$defs/value15"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "type": [
+        "null",
+        "boolean",
+        "number",
+        "string",
+        "array",
+        "object"
+      ]
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]

removedOutput schema / $defs / value15 / additionalProperties
```
Removed value: -false
```

addedOutput schema / $defs / value15 / anyOf

Added value: +[
+  {
+    "items": {
+      "$ref": "#/$defs/value16"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]

removedOutput schema / $defs / value15 / properties

Removed value: -{
-  "command": {
-    "type": "string"
-  },
-  "cost": {
-    "type": "string"
-  },
-  "label": {
-    "type": "string"
-  },
-  "rationale": {
-    "type": "string"
-  }
-}

removedOutput schema / $defs / value15 / required

Removed value: -[
-  "command",
-  "cost",
-  "label",
-  "rationale"
-]

removedOutput schema / $defs / value15 / type
```
Removed value: -"object"
```
addedOutput schema / $defs / value16 / additionalProperties
```
Added value: +false
```

removedOutput schema / $defs / value16 / anyOf

Removed value: -[
-  {
-    "additionalProperties": {
-      "type": "number"
-    },
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]

addedOutput schema / $defs / value16 / properties

Added value: +{
+  "command": {
+    "type": "string"
+  },
+  "cost": {
+    "type": "string"
+  },
+  "label": {
+    "type": "string"
+  },
+  "rationale": {
+    "type": "string"
+  }
+}

addedOutput schema / $defs / value16 / required

Added value: +[
+  "command",
+  "cost",
+  "label",
+  "rationale"
+]

addedOutput schema / $defs / value16 / type
```
Added value: +"object"
```

changedOutput schema / $defs / value17 / anyOf

Previous value: -[
-  {
-    "items": {
-      "$ref": "#/$defs/value18"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "additionalProperties": {
+      "type": "number"
+    },
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]

removedOutput schema / $defs / value18 / additionalProperties
```
Removed value: -false
```

addedOutput schema / $defs / value18 / anyOf

Added value: +[
+  {
+    "items": {
+      "$ref": "#/$defs/value19"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]

removedOutput schema / $defs / value18 / properties

Removed value: -{
-  "code": {
-    "type": "string"
-  },
-  "message": {
-    "type": "string"
-  }
-}

removedOutput schema / $defs / value18 / required
```
Removed value: -[
-  "code",
-  "message"
-]
```
removedOutput schema / $defs / value18 / type
```
Removed value: -"object"
```
addedOutput schema / $defs / value19 / additionalProperties
```
Added value: +false
```

removedOutput schema / $defs / value19 / anyOf

Removed value: -[
-  {
-    "additionalProperties": {
-      "type": [
-        "null",
-        "boolean",
-        "number",
-        "string",
-        "array",
-        "object"
-      ]
-    },
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]

addedOutput schema / $defs / value19 / properties

Added value: +{
+  "code": {
+    "type": "string"
+  },
+  "message": {
+    "type": "string"
+  }
+}

addedOutput schema / $defs / value19 / required
```
Added value: +[
+  "code",
+  "message"
+]
```
addedOutput schema / $defs / value19 / type
```
Added value: +"object"
```

addedOutput schema / $defs / value20

Added value: +{
+  "anyOf": [
+    {
+      "additionalProperties": {
+        "type": [
+          "null",
+          "boolean",
+          "number",
+          "string",
+          "array",
+          "object"
+        ]
+      },
+      "type": "object"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

changedOutput schema / $defs / value4 / properties / scope / $ref

Previous value: -"#/$defs/value5"New value: +"#/$defs/value6"

addedOutput schema / $defs / value4 / properties / valueEvidence

Added value: +{
+  "anyOf": [
+    {
+      "$ref": "#/$defs/value5"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

removedOutput schema / $defs / value5 / properties / CompanyKeys
```
Removed value: -{
-  "$ref": "#/$defs/value6"
-}
```
removedOutput schema / $defs / value5 / properties / Destination
```
Removed value: -{
-  "type": "string"
-}
```
removedOutput schema / $defs / value5 / properties / Empty
```
Removed value: -{
-  "type": "boolean"
-}
```

removedOutput schema / $defs / value5 / properties / From

Removed value: -{
-  "format": "date-time",
-  "type": "string"
-}

removedOutput schema / $defs / value5 / properties / GroupBy
```
Removed value: -{
-  "$ref": "#/$defs/value8"
-}
```
removedOutput schema / $defs / value5 / properties / HS2
```
Removed value: -{
-  "type": "string"
-}
```
removedOutput schema / $defs / value5 / properties / HS6
```
Removed value: -{
-  "type": "string"
-}
```
removedOutput schema / $defs / value5 / properties / NormalizedNames
```
Removed value: -{
-  "$ref": "#/$defs/value7"
-}
```
removedOutput schema / $defs / value5 / properties / Origin
```
Removed value: -{
-  "type": "string"
-}
```
removedOutput schema / $defs / value5 / properties / Population
```
Removed value: -{
-  "type": "string"
-}
```
removedOutput schema / $defs / value5 / properties / ReportingCountry
```
Removed value: -{
-  "type": "string"
-}
```
removedOutput schema / $defs / value5 / properties / RetainedFilters
```
Removed value: -{
-  "$ref": "#/$defs/value10"
-}
```
removedOutput schema / $defs / value5 / properties / Role
```
Removed value: -{
-  "type": "string"
-}
```
removedOutput schema / $defs / value5 / properties / Source
```
Removed value: -{
-  "type": "string"
-}
```

removedOutput schema / $defs / value5 / properties / To

Removed value: -{
-  "format": "date-time",
-  "type": "string"
-}

removedOutput schema / $defs / value5 / properties / Transport
```
Removed value: -{
-  "type": "string"
-}
```
removedOutput schema / $defs / value5 / properties / Unsupported
```
Removed value: -{
-  "$ref": "#/$defs/value9"
-}
```
addedOutput schema / $defs / value5 / properties / shipmentsExcludedImplausible
```
Added value: +{
+  "type": "integer"
+}
```
addedOutput schema / $defs / value5 / properties / shipmentsUsed
```
Added value: +{
+  "type": "integer"
+}
```
addedOutput schema / $defs / value5 / properties / weightKg
```
Added value: +{
+  "type": "number"
+}
```

changedOutput schema / $defs / value5 / required

Previous value: -[
-  "CompanyKeys",
-  "Destination",
-  "Empty",
-  "From",
-  "GroupBy",
-  "HS2",
-  "HS6",
-  "NormalizedNames",
-  "Origin",
-  "Population",
-  "ReportingCountry",
-  "RetainedFilters",
-  "Role",
-  "Source",
-  "To",
-  "Transport",
-  "Unsupported"
-]New value: +[
+  "shipmentsExcludedImplausible",
+  "shipmentsUsed",
+  "weightKg"
+]

addedOutput schema / $defs / value6 / additionalProperties
```
Added value: +false
```

removedOutput schema / $defs / value6 / anyOf

Removed value: -[
-  {
-    "items": {
-      "type": "string"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]

addedOutput schema / $defs / value6 / properties

Added value: +{
+  "CompanyKeys": {
+    "$ref": "#/$defs/value7"
+  },
+  "Destination": {
+    "type": "string"
+  },
+  "Empty": {
+    "type": "boolean"
+  },
+  "From": {
+    "format": "date-time",
+    "type": "string"
+  },
+  "GroupBy": {
+    "$ref": "#/$defs/value9"
+  },
+  "HS2": {
+    "type": "string"
+  },
+  "HS6": {
+    "type": "string"
+  },
+  "NormalizedNames": {
+    "$ref": "#/$defs/value8"
+  },
+  "Origin": {
+    "type": "string"
+  },
+  "Population": {
+    "type": "string"
+  },
+  "ReportingCountry": {
+    "type": "string"
+  },
+  "RetainedFilters": {
+    "$ref": "#/$defs/value11"
+  },
+  "Role": {
+    "type": "string"
+  },
+  "Source": {
+    "type": "string"
+  },
+  "To": {
+    "format": "date-time",
+    "type": "string"
+  },
+  "Transport": {
+    "type": "string"
+  },
+  "Unsupported": {
+    "$ref": "#/$defs/value10"
+  }
+}

addedOutput schema / $defs / value6 / required

Added value: +[
+  "CompanyKeys",
+  "Destination",
+  "Empty",
+  "From",
+  "GroupBy",
+  "HS2",
+  "HS6",
+  "NormalizedNames",
+  "Origin",
+  "Population",
+  "ReportingCountry",
+  "RetainedFilters",
+  "Role",
+  "Source",
+  "To",
+  "Transport",
+  "Unsupported"
+]

addedOutput schema / $defs / value6 / type
```
Added value: +"object"
```

changedOutput schema / properties / _debug / $ref

Previous value: -"#/$defs/value19"New value: +"#/$defs/value20"

changedOutput schema / properties / nextActions / $ref

Previous value: -"#/$defs/value14"New value: +"#/$defs/value15"

changedOutput schema / properties / stats / $ref

Previous value: -"#/$defs/value16"New value: +"#/$defs/value17"

changedOutput schema / properties / warnings / $ref

Previous value: -"#/$defs/value17"New value: +"#/$defs/value18"

Changed70 schema fields changedOct 14, 2026

addedInput schema / properties / querySql

Added value: +{
+  "description": "A single read-only SELECT over the trade tables (tradeData + signal tables)",
+  "maxLength": 20000,
+  "pattern": "[^\\t\\n\\v\\f\\r\\x85\\p{Z}]",
+  "type": "string"
+}

removedInput schema / properties / sql

Removed value: -{
-  "description": "One read-only SELECT over the trade tables.",
-  "maxLength": 20000,
-  "pattern": "[^\\t\\n\\v\\f\\r\\x85\\p{Z}]",
-  "type": "string"
-}

changedInput schema / required

Previous value: -[
-  "sql"
-]New value: +[
+  "querySql"
+]

changedOutput schema / $defs / value10 / anyOf

Previous value: -[
-  {
-    "items": {
-      "type": "string"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "$ref": "#/$defs/value11"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]

addedOutput schema / $defs / value11 / additionalProperties
```
Added value: +false
```

removedOutput schema / $defs / value11 / anyOf

Removed value: -[
-  {
-    "items": {
-      "$ref": "#/$defs/value12"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]

addedOutput schema / $defs / value11 / properties

Added value: +{
+  "Column": {
+    "type": "string"
+  },
+  "Prefix": {
+    "type": "boolean"
+  },
+  "Values": {
+    "$ref": "#/$defs/value12"
+  }
+}

addedOutput schema / $defs / value11 / required

Added value: +[
+  "Column",
+  "Prefix",
+  "Values"
+]

addedOutput schema / $defs / value11 / type
```
Added value: +"object"
```
removedOutput schema / $defs / value12 / additionalProperties
```
Removed value: -false
```

addedOutput schema / $defs / value12 / anyOf

Added value: +[
+  {
+    "items": {
+      "type": "string"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]

removedOutput schema / $defs / value12 / properties

Removed value: -{
-  "Column": {
-    "type": "string"
-  },
-  "Prefix": {
-    "type": "boolean"
-  },
-  "Values": {
-    "$ref": "#/$defs/value13"
-  }
-}

removedOutput schema / $defs / value12 / required

Removed value: -[
-  "Column",
-  "Prefix",
-  "Values"
-]

removedOutput schema / $defs / value12 / type
```
Removed value: -"object"
```

changedOutput schema / $defs / value13 / anyOf

Previous value: -[
-  {
-    "items": {
-      "type": "string"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "type": [
+        "null",
+        "boolean",
+        "number",
+        "string",
+        "array",
+        "object"
+      ]
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]

changedOutput schema / $defs / value14 / anyOf

Previous value: -[
-  {
-    "items": {
-      "type": [
-        "null",
-        "boolean",
-        "number",
-        "string",
-        "array",
-        "object"
-      ]
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "$ref": "#/$defs/value15"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]

addedOutput schema / $defs / value15 / additionalProperties
```
Added value: +false
```

removedOutput schema / $defs / value15 / anyOf

Removed value: -[
-  {
-    "items": {
-      "$ref": "#/$defs/value16"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]

addedOutput schema / $defs / value15 / properties

Added value: +{
+  "command": {
+    "type": "string"
+  },
+  "cost": {
+    "type": "string"
+  },
+  "label": {
+    "type": "string"
+  },
+  "rationale": {
+    "type": "string"
+  }
+}

addedOutput schema / $defs / value15 / required

Added value: +[
+  "command",
+  "cost",
+  "label",
+  "rationale"
+]

addedOutput schema / $defs / value15 / type
```
Added value: +"object"
```
removedOutput schema / $defs / value16 / additionalProperties
```
Removed value: -false
```

addedOutput schema / $defs / value16 / anyOf

Added value: +[
+  {
+    "additionalProperties": {
+      "type": "number"
+    },
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]

removedOutput schema / $defs / value16 / properties

Removed value: -{
-  "command": {
-    "type": "string"
-  },
-  "cost": {
-    "type": "string"
-  },
-  "label": {
-    "type": "string"
-  },
-  "rationale": {
-    "type": "string"
-  }
-}

removedOutput schema / $defs / value16 / required

Removed value: -[
-  "command",
-  "cost",
-  "label",
-  "rationale"
-]

removedOutput schema / $defs / value16 / type
```
Removed value: -"object"
```

changedOutput schema / $defs / value17 / anyOf

Previous value: -[
-  {
-    "additionalProperties": {
-      "type": "number"
-    },
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "$ref": "#/$defs/value18"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]

addedOutput schema / $defs / value18 / additionalProperties
```
Added value: +false
```

removedOutput schema / $defs / value18 / anyOf

Removed value: -[
-  {
-    "items": {
-      "$ref": "#/$defs/value19"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]

addedOutput schema / $defs / value18 / properties

Added value: +{
+  "code": {
+    "type": "string"
+  },
+  "message": {
+    "type": "string"
+  }
+}

addedOutput schema / $defs / value18 / required
```
Added value: +[
+  "code",
+  "message"
+]
```
addedOutput schema / $defs / value18 / type
```
Added value: +"object"
```
removedOutput schema / $defs / value19 / additionalProperties
```
Removed value: -false
```

addedOutput schema / $defs / value19 / anyOf

Added value: +[
+  {
+    "additionalProperties": {
+      "type": [
+        "null",
+        "boolean",
+        "number",
+        "string",
+        "array",
+        "object"
+      ]
+    },
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]

removedOutput schema / $defs / value19 / properties

Removed value: -{
-  "code": {
-    "type": "string"
-  },
-  "message": {
-    "type": "string"
-  }
-}

removedOutput schema / $defs / value19 / required
```
Removed value: -[
-  "code",
-  "message"
-]
```
removedOutput schema / $defs / value19 / type
```
Removed value: -"object"
```

removedOutput schema / $defs / value20

Removed value: -{
-  "anyOf": [
-    {
-      "additionalProperties": {
-        "type": [
-          "null",
-          "boolean",
-          "number",
-          "string",
-          "array",
-          "object"
-        ]
-      },
-      "type": "object"
-    },
-    {
-      "type": "null"
-    }
-  ]
-}

changedOutput schema / $defs / value4 / properties / scope / $ref

Previous value: -"#/$defs/value6"New value: +"#/$defs/value5"

removedOutput schema / $defs / value4 / properties / valueEvidence

Removed value: -{
-  "anyOf": [
-    {
-      "$ref": "#/$defs/value5"
-    },
-    {
-      "type": "null"
-    }
-  ]
-}

addedOutput schema / $defs / value5 / properties / CompanyKeys
```
Added value: +{
+  "$ref": "#/$defs/value6"
+}
```
addedOutput schema / $defs / value5 / properties / Destination
```
Added value: +{
+  "type": "string"
+}
```
addedOutput schema / $defs / value5 / properties / Empty
```
Added value: +{
+  "type": "boolean"
+}
```

addedOutput schema / $defs / value5 / properties / From

Added value: +{
+  "format": "date-time",
+  "type": "string"
+}

addedOutput schema / $defs / value5 / properties / GroupBy
```
Added value: +{
+  "$ref": "#/$defs/value8"
+}
```
addedOutput schema / $defs / value5 / properties / HS2
```
Added value: +{
+  "type": "string"
+}
```
addedOutput schema / $defs / value5 / properties / HS6
```
Added value: +{
+  "type": "string"
+}
```
addedOutput schema / $defs / value5 / properties / NormalizedNames
```
Added value: +{
+  "$ref": "#/$defs/value7"
+}
```
addedOutput schema / $defs / value5 / properties / Origin
```
Added value: +{
+  "type": "string"
+}
```
addedOutput schema / $defs / value5 / properties / Population
```
Added value: +{
+  "type": "string"
+}
```
addedOutput schema / $defs / value5 / properties / ReportingCountry
```
Added value: +{
+  "type": "string"
+}
```
addedOutput schema / $defs / value5 / properties / RetainedFilters
```
Added value: +{
+  "$ref": "#/$defs/value10"
+}
```
addedOutput schema / $defs / value5 / properties / Role
```
Added value: +{
+  "type": "string"
+}
```
addedOutput schema / $defs / value5 / properties / Source
```
Added value: +{
+  "type": "string"
+}
```

addedOutput schema / $defs / value5 / properties / To

Added value: +{
+  "format": "date-time",
+  "type": "string"
+}

addedOutput schema / $defs / value5 / properties / Transport
```
Added value: +{
+  "type": "string"
+}
```
addedOutput schema / $defs / value5 / properties / Unsupported
```
Added value: +{
+  "$ref": "#/$defs/value9"
+}
```
removedOutput schema / $defs / value5 / properties / shipmentsExcludedImplausible
```
Removed value: -{
-  "type": "integer"
-}
```
removedOutput schema / $defs / value5 / properties / shipmentsUsed
```
Removed value: -{
-  "type": "integer"
-}
```
removedOutput schema / $defs / value5 / properties / weightKg
```
Removed value: -{
-  "type": "number"
-}
```

changedOutput schema / $defs / value5 / required

Previous value: -[
-  "shipmentsExcludedImplausible",
-  "shipmentsUsed",
-  "weightKg"
-]New value: +[
+  "CompanyKeys",
+  "Destination",
+  "Empty",
+  "From",
+  "GroupBy",
+  "HS2",
+  "HS6",
+  "NormalizedNames",
+  "Origin",
+  "Population",
+  "ReportingCountry",
+  "RetainedFilters",
+  "Role",
+  "Source",
+  "To",
+  "Transport",
+  "Unsupported"
+]

removedOutput schema / $defs / value6 / additionalProperties
```
Removed value: -false
```

addedOutput schema / $defs / value6 / anyOf

Added value: +[
+  {
+    "items": {
+      "type": "string"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]

removedOutput schema / $defs / value6 / properties

Removed value: -{
-  "CompanyKeys": {
-    "$ref": "#/$defs/value7"
-  },
-  "Destination": {
-    "type": "string"
-  },
-  "Empty": {
-    "type": "boolean"
-  },
-  "From": {
-    "format": "date-time",
-    "type": "string"
-  },
-  "GroupBy": {
-    "$ref": "#/$defs/value9"
-  },
-  "HS2": {
-    "type": "string"
-  },
-  "HS6": {
-    "type": "string"
-  },
-  "NormalizedNames": {
-    "$ref": "#/$defs/value8"
-  },
-  "Origin": {
-    "type": "string"
-  },
-  "Population": {
-    "type": "string"
-  },
-  "ReportingCountry": {
-    "type": "string"
-  },
-  "RetainedFilters": {
-    "$ref": "#/$defs/value11"
-  },
-  "Role": {
-    "type": "string"
-  },
-  "Source": {
-    "type": "string"
-  },
-  "To": {
-    "format": "date-time",
-    "type": "string"
-  },
-  "Transport": {
-    "type": "string"
-  },
-  "Unsupported": {
-    "$ref": "#/$defs/value10"
-  }
-}

removedOutput schema / $defs / value6 / required

Removed value: -[
-  "CompanyKeys",
-  "Destination",
-  "Empty",
-  "From",
-  "GroupBy",
-  "HS2",
-  "HS6",
-  "NormalizedNames",
-  "Origin",
-  "Population",
-  "ReportingCountry",
-  "RetainedFilters",
-  "Role",
-  "Source",
-  "To",
-  "Transport",
-  "Unsupported"
-]

removedOutput schema / $defs / value6 / type
```
Removed value: -"object"
```

changedOutput schema / properties / _debug / $ref

Previous value: -"#/$defs/value20"New value: +"#/$defs/value19"

changedOutput schema / properties / nextActions / $ref

Previous value: -"#/$defs/value15"New value: +"#/$defs/value14"

changedOutput schema / properties / stats / $ref

Previous value: -"#/$defs/value17"New value: +"#/$defs/value16"

changedOutput schema / properties / warnings / $ref

Previous value: -"#/$defs/value18"New value: +"#/$defs/value17"

Changed70 schema fields changedOct 14, 2026

removedInput schema / properties / querySql

Removed value: -{
-  "description": "A single read-only SELECT over the trade tables (tradeData + signal tables)",
-  "maxLength": 20000,
-  "pattern": "[^\\t\\n\\v\\f\\r\\x85\\p{Z}]",
-  "type": "string"
-}

addedInput schema / properties / sql

Added value: +{
+  "description": "One read-only SELECT over the trade tables.",
+  "maxLength": 20000,
+  "pattern": "[^\\t\\n\\v\\f\\r\\x85\\p{Z}]",
+  "type": "string"
+}

changedInput schema / required

Previous value: -[
-  "querySql"
-]New value: +[
+  "sql"
+]

changedOutput schema / $defs / value10 / anyOf

Previous value: -[
-  {
-    "items": {
-      "$ref": "#/$defs/value11"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "type": "string"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]

removedOutput schema / $defs / value11 / additionalProperties
```
Removed value: -false
```

addedOutput schema / $defs / value11 / anyOf

Added value: +[
+  {
+    "items": {
+      "$ref": "#/$defs/value12"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]

removedOutput schema / $defs / value11 / properties

Removed value: -{
-  "Column": {
-    "type": "string"
-  },
-  "Prefix": {
-    "type": "boolean"
-  },
-  "Values": {
-    "$ref": "#/$defs/value12"
-  }
-}

removedOutput schema / $defs / value11 / required

Removed value: -[
-  "Column",
-  "Prefix",
-  "Values"
-]

removedOutput schema / $defs / value11 / type
```
Removed value: -"object"
```
addedOutput schema / $defs / value12 / additionalProperties
```
Added value: +false
```

removedOutput schema / $defs / value12 / anyOf

Removed value: -[
-  {
-    "items": {
-      "type": "string"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]

addedOutput schema / $defs / value12 / properties

Added value: +{
+  "Column": {
+    "type": "string"
+  },
+  "Prefix": {
+    "type": "boolean"
+  },
+  "Values": {
+    "$ref": "#/$defs/value13"
+  }
+}

addedOutput schema / $defs / value12 / required

Added value: +[
+  "Column",
+  "Prefix",
+  "Values"
+]

addedOutput schema / $defs / value12 / type
```
Added value: +"object"
```

changedOutput schema / $defs / value13 / anyOf

Previous value: -[
-  {
-    "items": {
-      "type": [
-        "null",
-        "boolean",
-        "number",
-        "string",
-        "array",
-        "object"
-      ]
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "type": "string"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]

changedOutput schema / $defs / value14 / anyOf

Previous value: -[
-  {
-    "items": {
-      "$ref": "#/$defs/value15"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "type": [
+        "null",
+        "boolean",
+        "number",
+        "string",
+        "array",
+        "object"
+      ]
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]

removedOutput schema / $defs / value15 / additionalProperties
```
Removed value: -false
```

addedOutput schema / $defs / value15 / anyOf

Added value: +[
+  {
+    "items": {
+      "$ref": "#/$defs/value16"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]

removedOutput schema / $defs / value15 / properties

Removed value: -{
-  "command": {
-    "type": "string"
-  },
-  "cost": {
-    "type": "string"
-  },
-  "label": {
-    "type": "string"
-  },
-  "rationale": {
-    "type": "string"
-  }
-}

removedOutput schema / $defs / value15 / required

Removed value: -[
-  "command",
-  "cost",
-  "label",
-  "rationale"
-]

removedOutput schema / $defs / value15 / type
```
Removed value: -"object"
```
addedOutput schema / $defs / value16 / additionalProperties
```
Added value: +false
```

removedOutput schema / $defs / value16 / anyOf

Removed value: -[
-  {
-    "additionalProperties": {
-      "type": "number"
-    },
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]

addedOutput schema / $defs / value16 / properties

Added value: +{
+  "command": {
+    "type": "string"
+  },
+  "cost": {
+    "type": "string"
+  },
+  "label": {
+    "type": "string"
+  },
+  "rationale": {
+    "type": "string"
+  }
+}

addedOutput schema / $defs / value16 / required

Added value: +[
+  "command",
+  "cost",
+  "label",
+  "rationale"
+]

addedOutput schema / $defs / value16 / type
```
Added value: +"object"
```

changedOutput schema / $defs / value17 / anyOf

Previous value: -[
-  {
-    "items": {
-      "$ref": "#/$defs/value18"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "additionalProperties": {
+      "type": "number"
+    },
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]

removedOutput schema / $defs / value18 / additionalProperties
```
Removed value: -false
```

addedOutput schema / $defs / value18 / anyOf

Added value: +[
+  {
+    "items": {
+      "$ref": "#/$defs/value19"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]

removedOutput schema / $defs / value18 / properties

Removed value: -{
-  "code": {
-    "type": "string"
-  },
-  "message": {
-    "type": "string"
-  }
-}

removedOutput schema / $defs / value18 / required
```
Removed value: -[
-  "code",
-  "message"
-]
```
removedOutput schema / $defs / value18 / type
```
Removed value: -"object"
```
addedOutput schema / $defs / value19 / additionalProperties
```
Added value: +false
```

removedOutput schema / $defs / value19 / anyOf

Removed value: -[
-  {
-    "additionalProperties": {
-      "type": [
-        "null",
-        "boolean",
-        "number",
-        "string",
-        "array",
-        "object"
-      ]
-    },
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]

addedOutput schema / $defs / value19 / properties

Added value: +{
+  "code": {
+    "type": "string"
+  },
+  "message": {
+    "type": "string"
+  }
+}

addedOutput schema / $defs / value19 / required
```
Added value: +[
+  "code",
+  "message"
+]
```
addedOutput schema / $defs / value19 / type
```
Added value: +"object"
```

addedOutput schema / $defs / value20

Added value: +{
+  "anyOf": [
+    {
+      "additionalProperties": {
+        "type": [
+          "null",
+          "boolean",
+          "number",
+          "string",
+          "array",
+          "object"
+        ]
+      },
+      "type": "object"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

changedOutput schema / $defs / value4 / properties / scope / $ref

Previous value: -"#/$defs/value5"New value: +"#/$defs/value6"

addedOutput schema / $defs / value4 / properties / valueEvidence

Added value: +{
+  "anyOf": [
+    {
+      "$ref": "#/$defs/value5"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

removedOutput schema / $defs / value5 / properties / CompanyKeys
```
Removed value: -{
-  "$ref": "#/$defs/value6"
-}
```
removedOutput schema / $defs / value5 / properties / Destination
```
Removed value: -{
-  "type": "string"
-}
```
removedOutput schema / $defs / value5 / properties / Empty
```
Removed value: -{
-  "type": "boolean"
-}
```

removedOutput schema / $defs / value5 / properties / From

Removed value: -{
-  "format": "date-time",
-  "type": "string"
-}

removedOutput schema / $defs / value5 / properties / GroupBy
```
Removed value: -{
-  "$ref": "#/$defs/value8"
-}
```
removedOutput schema / $defs / value5 / properties / HS2
```
Removed value: -{
-  "type": "string"
-}
```
removedOutput schema / $defs / value5 / properties / HS6
```
Removed value: -{
-  "type": "string"
-}
```
removedOutput schema / $defs / value5 / properties / NormalizedNames
```
Removed value: -{
-  "$ref": "#/$defs/value7"
-}
```
removedOutput schema / $defs / value5 / properties / Origin
```
Removed value: -{
-  "type": "string"
-}
```
removedOutput schema / $defs / value5 / properties / Population
```
Removed value: -{
-  "type": "string"
-}
```
removedOutput schema / $defs / value5 / properties / ReportingCountry
```
Removed value: -{
-  "type": "string"
-}
```
removedOutput schema / $defs / value5 / properties / RetainedFilters
```
Removed value: -{
-  "$ref": "#/$defs/value10"
-}
```
removedOutput schema / $defs / value5 / properties / Role
```
Removed value: -{
-  "type": "string"
-}
```
removedOutput schema / $defs / value5 / properties / Source
```
Removed value: -{
-  "type": "string"
-}
```

removedOutput schema / $defs / value5 / properties / To

Removed value: -{
-  "format": "date-time",
-  "type": "string"
-}

removedOutput schema / $defs / value5 / properties / Transport
```
Removed value: -{
-  "type": "string"
-}
```
removedOutput schema / $defs / value5 / properties / Unsupported
```
Removed value: -{
-  "$ref": "#/$defs/value9"
-}
```
addedOutput schema / $defs / value5 / properties / shipmentsExcludedImplausible
```
Added value: +{
+  "type": "integer"
+}
```
addedOutput schema / $defs / value5 / properties / shipmentsUsed
```
Added value: +{
+  "type": "integer"
+}
```
addedOutput schema / $defs / value5 / properties / weightKg
```
Added value: +{
+  "type": "number"
+}
```

changedOutput schema / $defs / value5 / required

Previous value: -[
-  "CompanyKeys",
-  "Destination",
-  "Empty",
-  "From",
-  "GroupBy",
-  "HS2",
-  "HS6",
-  "NormalizedNames",
-  "Origin",
-  "Population",
-  "ReportingCountry",
-  "RetainedFilters",
-  "Role",
-  "Source",
-  "To",
-  "Transport",
-  "Unsupported"
-]New value: +[
+  "shipmentsExcludedImplausible",
+  "shipmentsUsed",
+  "weightKg"
+]

addedOutput schema / $defs / value6 / additionalProperties
```
Added value: +false
```

removedOutput schema / $defs / value6 / anyOf

Removed value: -[
-  {
-    "items": {
-      "type": "string"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]

addedOutput schema / $defs / value6 / properties

Added value: +{
+  "CompanyKeys": {
+    "$ref": "#/$defs/value7"
+  },
+  "Destination": {
+    "type": "string"
+  },
+  "Empty": {
+    "type": "boolean"
+  },
+  "From": {
+    "format": "date-time",
+    "type": "string"
+  },
+  "GroupBy": {
+    "$ref": "#/$defs/value9"
+  },
+  "HS2": {
+    "type": "string"
+  },
+  "HS6": {
+    "type": "string"
+  },
+  "NormalizedNames": {
+    "$ref": "#/$defs/value8"
+  },
+  "Origin": {
+    "type": "string"
+  },
+  "Population": {
+    "type": "string"
+  },
+  "ReportingCountry": {
+    "type": "string"
+  },
+  "RetainedFilters": {
+    "$ref": "#/$defs/value11"
+  },
+  "Role": {
+    "type": "string"
+  },
+  "Source": {
+    "type": "string"
+  },
+  "To": {
+    "format": "date-time",
+    "type": "string"
+  },
+  "Transport": {
+    "type": "string"
+  },
+  "Unsupported": {
+    "$ref": "#/$defs/value10"
+  }
+}

addedOutput schema / $defs / value6 / required

Added value: +[
+  "CompanyKeys",
+  "Destination",
+  "Empty",
+  "From",
+  "GroupBy",
+  "HS2",
+  "HS6",
+  "NormalizedNames",
+  "Origin",
+  "Population",
+  "ReportingCountry",
+  "RetainedFilters",
+  "Role",
+  "Source",
+  "To",
+  "Transport",
+  "Unsupported"
+]

addedOutput schema / $defs / value6 / type
```
Added value: +"object"
```

changedOutput schema / properties / _debug / $ref

Previous value: -"#/$defs/value19"New value: +"#/$defs/value20"

changedOutput schema / properties / nextActions / $ref

Previous value: -"#/$defs/value14"New value: +"#/$defs/value15"

changedOutput schema / properties / stats / $ref

Previous value: -"#/$defs/value16"New value: +"#/$defs/value17"

changedOutput schema / properties / warnings / $ref

Previous value: -"#/$defs/value17"New value: +"#/$defs/value18"

Changed8 schema fields changedOct 13, 2026

removedInput schema / properties / --limit

Removed value: -{
-  "description": "Max rows per page (default 100, max 10000)",
-  "type": "string"
-}

removedInput schema / properties / --offset

Removed value: -{
-  "description": "Row offset for paging the full result set (use ORDER BY for a stable page order; nextActions returns the next-page command)",
-  "type": "string"
-}

removedInput schema / properties / --querySql

Removed value: -{
-  "description": "A single read-only SELECT over the trade tables (tradeData + signal tables)",
-  "pattern": "[^\\t\\n\\v\\f\\r\\x85\\p{Z}]",
-  "type": "string"
-}

addedInput schema / properties / limit

Added value: +{
+  "description": "Max rows per page (default 100, max 10000)",
+  "maximum": 10000,
+  "minimum": 1,
+  "type": "integer"
+}

addedInput schema / properties / offset

Added value: +{
+  "description": "Row offset for paging (minimum 0; use ORDER BY for a stable page order).",
+  "minimum": 0,
+  "type": "integer"
+}

addedInput schema / properties / querySql

Added value: +{
+  "description": "A single read-only SELECT over the trade tables (tradeData + signal tables)",
+  "maxLength": 20000,
+  "pattern": "[^\\t\\n\\v\\f\\r\\x85\\p{Z}]",
+  "type": "string"
+}

changedInput schema / required

Previous value: -[
-  "--querySql"
-]New value: +[
+  "querySql"
+]

changedOutput schema / (root)

Previous value: -nullNew value: +{
+  "$defs": {
+    "value0": {
+      "additionalProperties": false,
+      "properties": {
+        "columns": {
+          "$ref": "#/$defs/value1"
+        },
+        "history": {
+          "anyOf": [
+            {
+              "$ref": "#/$defs/value4"
+            },
+            {
+              "type": "null"
+            }
+          ]
+        },
+        "rowCount": {
+          "type": "integer"
+        },
+        "rows": {
+          "$ref": "#/$defs/value2"
+        },
+        "sql": {
+          "type": "string"
+        }
+      },
+      "required": [
+        "columns",
+        "rowCount",
+        "rows",
+        "sql"
+      ],
+      "type": "object"
+    },
+    "value1": {
+      "anyOf": [
+        {
+          "items": {
+            "type": "string"
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "value10": {
+      "anyOf": [
+        {
+          "items": {
+            "$ref": "#/$defs/value11"
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "value11": {
+      "additionalProperties": false,
+      "properties": {
+        "Column": {
+          "type": "string"
+        },
+        "Prefix": {
+          "type": "boolean"
+        },
+        "Values": {
+          "$ref": "#/$defs/value12"
+        }
+      },
+      "required": [
+        "Column",
+        "Prefix",
+        "Values"
+      ],
+      "type": "object"
+    },
+    "value12": {
+      "anyOf": [
+        {
+          "items": {
+            "type": "string"
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "value13": {
+      "anyOf": [
+        {
+          "items": {
+            "type": [
+              "null",
+              "boolean",
+              "number",
+              "string",
+              "array",
+              "object"
+            ]
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "value14": {
+      "anyOf": [
+        {
+          "items": {
+            "$ref": "#/$defs/value15"
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "value15": {
+      "additionalProperties": false,
+      "properties": {
+        "command": {
+          "type": "string"
+        },
+        "cost": {
+          "type": "string"
+        },
+        "label": {
+          "type": "string"
+        },
+        "rationale": {
+          "type": "string"
+        }
+      },
+      "required": [
+        "command",
+        "cost",
+        "label",
+        "rationale"
+      ],
+      "type": "object"
+    },
+    "value16": {
+      "anyOf": [
+        {
+          "additionalProperties": {
+            "type": "number"
+          },
+          "type": "object"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "value17": {
+      "anyOf": [
+        {
+          "items": {
+            "$ref": "#/$defs/value18"
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "value18": {
+      "additionalProperties": false,
+      "properties": {
+        "code": {
+          "type": "string"
+        },
+        "message": {
+          "type": "string"
+        }
+      },
+      "required": [
+        "code",
+        "message"
+      ],
+      "type": "object"
+    },
+    "value19": {
+      "anyOf": [
+        {
+          "additionalProperties": {
+            "type": [
+              "null",
+              "boolean",
+              "number",
+              "string",
+              "array",
+              "object"
+            ]
+          },
+          "type": "object"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "value2": {
+      "anyOf": [
+        {
+          "items": {
+            "$ref": "#/$defs/value3"
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "value3": {
+      "anyOf": [
+        {
+          "additionalProperties": {
+            "type": [
+              "null",
+              "boolean",
+              "number",
+              "string",
+              "array",
+              "object"
+            ]
+          },
+          "type": "object"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "value4": {
+      "additionalProperties": false,
+      "properties": {
+        "action": {
+          "type": "string"
+        },
+        "builtAt": {
+          "format": "date-time",
+          "type": "string"
+        },
+        "correctionsThrough": {
+          "format": "date-time",
+          "type": "string"
+        },
+        "factsThrough": {
+          "format": "date-time",
+          "type": "string"
+        },
+        "reason": {
+          "type": "string"
+        },
+        "scope": {
+          "$ref": "#/$defs/value5"
+        },
+        "state": {
+          "type": "string"
+        }
+      },
+      "required": [
+        "action",
+        "builtAt",
+        "correctionsThrough",
+        "factsThrough",
+        "reason",
+        "scope",
+        "state"
+      ],
+      "type": "object"
+    },
+    "value5": {
+      "additionalProperties": false,
+      "properties": {
+        "CompanyKeys": {
+          "$ref": "#/$defs/value6"
+        },
+        "Destination": {
+          "type": "string"
+        },
+        "Empty": {
+          "type": "boolean"
+        },
+        "From": {
+          "format": "date-time",
+          "type": "string"
+        },
+        "GroupBy": {
+          "$ref": "#/$defs/value8"
+        },
+        "HS2": {
+          "type": "string"
+        },
+        "HS6": {
+          "type": "string"
+        },
+        "NormalizedNames": {
+          "$ref": "#/$defs/value7"
+        },
+        "Origin": {
+          "type": "string"
+        },
+        "Population": {
+          "type": "string"
+        },
+        "ReportingCountry": {
+          "type": "string"
+        },
+        "RetainedFilters": {
+          "$ref": "#/$defs/value10"
+        },
+        "Role": {
+          "type": "string"
+        },
+        "Source": {
+          "type": "string"
+        },
+        "To": {
+          "format": "date-time",
+          "type": "string"
+        },
+        "Transport": {
+          "type": "string"
+        },
+        "Unsupported": {
+          "$ref": "#/$defs/value9"
+        }
+      },
+      "required": [
+        "CompanyKeys",
+        "Destination",
+        "Empty",
+        "From",
+        "GroupBy",
+        "HS2",
+        "HS6",
+        "NormalizedNames",
+        "Origin",
+        "Population",
+        "ReportingCountry",
+        "RetainedFilters",
+        "Role",
+        "Source",
+        "To",
+        "Transport",
+        "Unsupported"
+      ],
+      "type": "object"
+    },
+    "value6": {
+      "anyOf": [
+        {
+          "items": {
+            "type": "string"
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "value7": {
+      "anyOf": [
+        {
+          "items": {
+            "type": "string"
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "value8": {
+      "anyOf": [
+        {
+          "items": {
+            "type": "string"
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "value9": {
+      "anyOf": [
+        {
+          "items": {
+            "type": "string"
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    }
+  },
+  "additionalProperties": false,
+  "properties": {
+    "_debug": {
+      "$ref": "#/$defs/value19"
+    },
+    "correlationId": {
+      "type": "string"
+    },
+    "data": {
+      "additionalProperties": false,
+      "properties": {
+        "context": {
+          "type": [
+            "null",
+            "boolean",
+            "number",
+            "string",
+            "array",
+            "object"
+          ]
+        },
+        "cursor": {
+          "type": "string"
+        },
+        "has_more": {
+          "type": "boolean"
+        },
+        "items": {
+          "anyOf": [
+            {
+              "items": {
+                "$ref": "#/$defs/value0"
+              },
+              "type": "array"
+            },
+            {
+              "type": "null"
+            }
+          ]
+        }
+      },
+      "required": [
+        "context",
+        "has_more",
+        "items"
+      ],
+      "type": "object"
+    },
+    "nextActions": {
+      "$ref": "#/$defs/value14"
+    },
+    "stats": {
+      "$ref": "#/$defs/value16"
+    },
+    "summary": {
+      "type": "string"
+    },
+    "warnings": {
+      "$ref": "#/$defs/value17"
+    }
+  },
+  "required": [
+    "data",
+    "nextActions",
+    "summary"
+  ],
+  "type": "object"
+}

First observedOct 9, 2026

TDQS

A4.2/5.0

Behavior4/5

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

Annotations already declare readOnlyHint, idempotentHint, and destructiveHint=false, so the safety profile is covered. The description adds useful operational constraints beyond annotations: raw fact tables require a WHERE clause and results are row-limited.

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 tight sentences with the core purpose and key constraints front-loaded. Every clause carries useful information with no repetition.

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

Completeness4/5

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

For a read-only SQL tool with an output schema and full parameter documentation, the description covers the important constraints: read-only, single SELECT, allowed tables, WHERE requirement, row limits, and the fallback sibling. It does not enumerate allowed tables, but the catalog sibling likely covers that.

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

Parameters3/5

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

Schema coverage is 100% and each parameter is already documented, so the baseline is 3. The description adds a general SQL constraint about raw fact tables needing WHERE, but does not expand on limit or offset semantics beyond what the schema provides.

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 states a specific verb and resource: running one read-only SELECT over allowed trade tables. It also distinguishes the tool from the analytics query sibling by explaining when SQL is needed instead.

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

Usage Guidelines4/5

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

It gives an explicit condition for choosing this tool: use it when the analytics query cannot express the question. However, it does not name the exact sibling or state additional exclusions, so it falls short of the most complete routing guidance.

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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Input Schema

Output Schema

Schema Changelog

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