EximAgent

List trading companies

exim__companies__list

Read-onlyIdempotent

Lists resolved companies trading an HS code in a reporting country, each with its trade profile; filter by role, origin, destination and dates.

Input Schema

Name	Required	Description
`to`	No	Latest month, YYYY-MM.
`from`	No	Earliest month, YYYY-MM.
`name`	No	company name (used with country when no tax id)
`role`	No	limit to one role: exporter\|importer
`limit`	No	max rows (1-1000, default 100)
`hsCode`	No	HS code at 2, 4 or 6 digits; shorter codes match the whole family (0901 = all coffee). Do not pad with zeros (090100 matches nothing).
`country`	No	reporting country (ISO 2) to scope the directory
`originCountry`	No	Origin (exporting) country, ISO2 code (e.g. VN).
`destinationCountry`	No	Destination (importing) country, ISO2 code (e.g. US, DE).

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 / value15 / additionalProperties
```
Added value: +false
```

removedOutput schema / $defs / value15 / anyOf

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

addedOutput schema / $defs / value15 / properties

Added value: +{
+  "company": {
+    "anyOf": [
+      {
+        "$ref": "#/$defs/value17"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "fit": {
+    "anyOf": [
+      {
+        "$ref": "#/$defs/value16"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "membership": {
+    "anyOf": [
+      {
+        "$ref": "#/$defs/value18"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "pending": {
+    "anyOf": [
+      {
+        "$ref": "#/$defs/value21"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  }
+}

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

removedOutput schema / $defs / value16 / anyOf

Removed value: -[
-  {
-    "items": {
-      "$ref": "#/$defs/value17"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]

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

addedOutput schema / $defs / value17 / properties / address

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

addedOutput schema / $defs / value17 / properties / base_url

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

addedOutput schema / $defs / value17 / properties / canonical_url
```
Added value: +{
+  "type": "string"
+}
```
removedOutput schema / $defs / value17 / properties / command
```
Removed value: -{
-  "type": "string"
-}
```
removedOutput schema / $defs / value17 / properties / cost
```
Removed value: -{
-  "type": "string"
-}
```

addedOutput schema / $defs / value17 / properties / country

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

addedOutput schema / $defs / value17 / properties / description

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

addedOutput schema / $defs / value17 / properties / id

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

addedOutput schema / $defs / value17 / properties / industry

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

removedOutput schema / $defs / value17 / properties / label
```
Removed value: -{
-  "type": "string"
-}
```
addedOutput schema / $defs / value17 / properties / name
```
Added value: +{
+  "type": "string"
+}
```
removedOutput schema / $defs / value17 / properties / rationale
```
Removed value: -{
-  "type": "string"
-}
```
addedOutput schema / $defs / value17 / properties / resolution_source
```
Added value: +{
+  "type": "string"
+}
```

addedOutput schema / $defs / value17 / properties / trade_potential

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

addedOutput schema / $defs / value17 / properties / trade_potential_reasoning

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

addedOutput schema / $defs / value17 / properties / updated_at

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

addedOutput schema / $defs / value17 / properties / url

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

changedOutput schema / $defs / value17 / 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 / value18 / additionalProperties
```
Added value: +false
```

removedOutput schema / $defs / value18 / anyOf

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

addedOutput schema / $defs / value18 / properties

Added value: +{
+  "ai_column_meta": {
+    "type": [
+      "null",
+      "boolean",
+      "number",
+      "string",
+      "array",
+      "object"
+    ]
+  },
+  "ai_column_values": {
+    "$ref": "#/$defs/value20"
+  },
+  "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/value19"
+  },
+  "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 / value18 / 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 / value18 / type
```
Added value: +"object"
```

changedOutput schema / $defs / value19 / anyOf

Previous value: -[
-  {
-    "items": {
-      "$ref": "#/$defs/value20"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "type": "string"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]

removedOutput schema / $defs / value20 / additionalProperties
```
Removed value: -false
```

addedOutput schema / $defs / value20 / anyOf

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

removedOutput schema / $defs / value20 / properties

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

removedOutput schema / $defs / value20 / required
```
Removed value: -[
-  "code",
-  "message"
-]
```
removedOutput schema / $defs / value20 / type
```
Removed value: -"object"
```
addedOutput schema / $defs / value21 / additionalProperties
```
Added value: +false
```

removedOutput schema / $defs / value21 / anyOf

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

addedOutput schema / $defs / value21 / properties

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

addedOutput schema / $defs / value21 / required

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

addedOutput schema / $defs / value21 / type
```
Added value: +"object"
```

addedOutput schema / $defs / value22

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

addedOutput schema / $defs / value23

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

addedOutput schema / $defs / value24

Added value: +{
+  "anyOf": [
+    {
+      "items": {
+        "$ref": "#/$defs/value25"
+      },
+      "type": "array"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

addedOutput schema / $defs / value25

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 / value26

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

addedOutput schema / $defs / value27

Added value: +{
+  "anyOf": [
+    {
+      "items": {
+        "$ref": "#/$defs/value28"
+      },
+      "type": "array"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

addedOutput schema / $defs / value28

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

addedOutput schema / $defs / value29

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

changedOutput schema / properties / _debug / $ref

Previous value: -"#/$defs/value21"New value: +"#/$defs/value29"

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

Added value: +[
+  {
+    "type": [
+      "null",
+      "boolean",
+      "number",
+      "string",
+      "array",
+      "object"
+    ]
+  },
+  {
+    "additionalProperties": false,
+    "properties": {
+      "collection": {
+        "$ref": "#/$defs/value22"
+      },
+      "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/value15"
+        }
+      ]
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]

changedOutput schema / properties / nextActions / $ref

Previous value: -"#/$defs/value16"New value: +"#/$defs/value24"

changedOutput schema / properties / stats / $ref

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

changedOutput schema / properties / warnings / $ref

Previous value: -"#/$defs/value19"New value: +"#/$defs/value27"

Changed82 schema fields changedOct 14, 2026

removedInput schema / properties / dest

Removed value: -{
-  "description": "destination country (ISO 2) filter",
-  "maxLength": 8000,
-  "type": "string"
-}

addedInput schema / properties / destinationCountry

Added value: +{
+  "description": "Destination (importing) country, ISO2 code (e.g. US, DE).",
+  "maxLength": 8000,
+  "type": "string"
+}

changedInput schema / properties / from / description

Previous value: -"earliest month (YYYY-MM; YYYY or YYYY-MM-DD also accepted)"New value: +"Earliest month, YYYY-MM."

removedInput schema / properties / hs6

Removed value: -{
-  "description": "HS code at ANY granularity — 2/4/6-digit; a shorter code is a broader family (e.g. 0901 = all coffee). Do NOT pad to 6 digits: 090100 matches nothing.",
-  "maxLength": 8000,
-  "type": "string"
-}

addedInput schema / properties / hsCode

Added value: +{
+  "description": "HS code at 2, 4 or 6 digits; shorter codes match the whole family (0901 = all coffee). Do not pad with zeros (090100 matches nothing).",
+  "maxLength": 8000,
+  "type": "string"
+}

changedInput schema / properties / name / description

Previous value: -"company name (used with --country when no tax id)"New value: +"company name (used with country when no tax id)"

removedInput schema / properties / origin

Removed value: -{
-  "description": "origin country (ISO 2) filter",
-  "maxLength": 8000,
-  "type": "string"
-}

addedInput schema / properties / originCountry

Added value: +{
+  "description": "Origin (exporting) country, ISO2 code (e.g. VN).",
+  "maxLength": 8000,
+  "type": "string"
+}

changedInput schema / properties / to / description

Previous value: -"latest month (YYYY-MM; YYYY or YYYY-MM-DD also accepted)"New value: +"Latest month, YYYY-MM."

changedOutput schema / $defs / value0 / properties / corridors / $ref
```
Previous value: -"#/$defs/value12"New value: +"#/$defs/value13"
```

changedOutput schema / $defs / value0 / properties / roles / $ref

Previous value: -"#/$defs/value10"New value: +"#/$defs/value11"

changedOutput schema / $defs / value0 / properties / topHs6 / $ref

Previous value: -"#/$defs/value11"New value: +"#/$defs/value12"

addedOutput schema / $defs / value0 / properties / valueWithheldReason

Added value: +{
+  "anyOf": [
+    {
+      "$ref": "#/$defs/value14"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

changedOutput schema / $defs / value0 / required

Previous value: -[
-  "activeMonths",
-  "companyKey",
-  "corridors",
-  "counterpartyCount",
-  "country",
-  "firstSeen",
-  "lastSeen",
-  "name",
-  "roles",
-  "shipmentCount",
-  "taxId",
-  "topHs6",
-  "totalValueUsd",
-  "totalWeightKg"
-]New value: +[
+  "activeMonths",
+  "companyKey",
+  "corridors",
+  "counterpartyCount",
+  "country",
+  "firstSeen",
+  "lastSeen",
+  "name",
+  "roles",
+  "shipmentCount",
+  "taxId",
+  "topHs6",
+  "totalValueUsd",
+  "totalWeightKg",
+  "valueWithheldReason"
+]

changedOutput schema / $defs / value1 / properties / scope / $ref

Previous value: -"#/$defs/value2"New value: +"#/$defs/value3"

addedOutput schema / $defs / value1 / properties / valueEvidence

Added value: +{
+  "anyOf": [
+    {
+      "$ref": "#/$defs/value2"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

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"
+  }
+]

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

removedOutput schema / $defs / value14 / anyOf

Removed value: -[
-  {
-    "items": {
-      "$ref": "#/$defs/value15"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]

addedOutput schema / $defs / value14 / properties

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

addedOutput schema / $defs / value14 / required
```
Added value: +[
+  "code",
+  "message"
+]
```
addedOutput schema / $defs / value14 / type
```
Added value: +"object"
```
removedOutput schema / $defs / value15 / additionalProperties
```
Removed value: -false
```

addedOutput schema / $defs / value15 / anyOf

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

changedOutput schema / $defs / value16 / anyOf

Previous value: -[
-  {
-    "additionalProperties": {
-      "type": "number"
-    },
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "$ref": "#/$defs/value17"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]

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

removedOutput schema / $defs / value17 / anyOf

Removed value: -[
-  {
-    "items": {
-      "$ref": "#/$defs/value18"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]

addedOutput schema / $defs / value17 / properties

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

addedOutput schema / $defs / value17 / required

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

addedOutput schema / $defs / value17 / type
```
Added value: +"object"
```
removedOutput schema / $defs / value18 / additionalProperties
```
Removed value: -false
```

addedOutput schema / $defs / value18 / anyOf

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

changedOutput schema / $defs / value19 / anyOf

Previous value: -[
-  {
-    "additionalProperties": {
-      "type": [
-        "null",
-        "boolean",
-        "number",
-        "string",
-        "array",
-        "object"
-      ]
-    },
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "$ref": "#/$defs/value20"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]

removedOutput schema / $defs / value2 / properties / CompanyKeys
```
Removed value: -{
-  "$ref": "#/$defs/value3"
-}
```
removedOutput schema / $defs / value2 / properties / Destination
```
Removed value: -{
-  "type": "string"
-}
```
removedOutput schema / $defs / value2 / properties / Empty
```
Removed value: -{
-  "type": "boolean"
-}
```

removedOutput schema / $defs / value2 / properties / From

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

removedOutput schema / $defs / value2 / properties / GroupBy
```
Removed value: -{
-  "$ref": "#/$defs/value5"
-}
```
removedOutput schema / $defs / value2 / properties / HS2
```
Removed value: -{
-  "type": "string"
-}
```
removedOutput schema / $defs / value2 / properties / HS6
```
Removed value: -{
-  "type": "string"
-}
```
removedOutput schema / $defs / value2 / properties / NormalizedNames
```
Removed value: -{
-  "$ref": "#/$defs/value4"
-}
```
removedOutput schema / $defs / value2 / properties / Origin
```
Removed value: -{
-  "type": "string"
-}
```
removedOutput schema / $defs / value2 / properties / Population
```
Removed value: -{
-  "type": "string"
-}
```
removedOutput schema / $defs / value2 / properties / ReportingCountry
```
Removed value: -{
-  "type": "string"
-}
```
removedOutput schema / $defs / value2 / properties / RetainedFilters
```
Removed value: -{
-  "$ref": "#/$defs/value7"
-}
```
removedOutput schema / $defs / value2 / properties / Role
```
Removed value: -{
-  "type": "string"
-}
```
removedOutput schema / $defs / value2 / properties / Source
```
Removed value: -{
-  "type": "string"
-}
```

removedOutput schema / $defs / value2 / properties / To

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

removedOutput schema / $defs / value2 / properties / Transport
```
Removed value: -{
-  "type": "string"
-}
```
removedOutput schema / $defs / value2 / properties / Unsupported
```
Removed value: -{
-  "$ref": "#/$defs/value6"
-}
```
addedOutput schema / $defs / value2 / properties / shipmentsExcludedImplausible
```
Added value: +{
+  "type": "integer"
+}
```
addedOutput schema / $defs / value2 / properties / shipmentsUsed
```
Added value: +{
+  "type": "integer"
+}
```
addedOutput schema / $defs / value2 / properties / weightKg
```
Added value: +{
+  "type": "number"
+}
```

changedOutput schema / $defs / value2 / 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 / value20

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

addedOutput schema / $defs / value21

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

addedOutput schema / $defs / value3 / additionalProperties
```
Added value: +false
```

removedOutput schema / $defs / value3 / anyOf

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

addedOutput schema / $defs / value3 / properties

Added value: +{
+  "CompanyKeys": {
+    "$ref": "#/$defs/value4"
+  },
+  "Destination": {
+    "type": "string"
+  },
+  "Empty": {
+    "type": "boolean"
+  },
+  "From": {
+    "format": "date-time",
+    "type": "string"
+  },
+  "GroupBy": {
+    "$ref": "#/$defs/value6"
+  },
+  "HS2": {
+    "type": "string"
+  },
+  "HS6": {
+    "type": "string"
+  },
+  "NormalizedNames": {
+    "$ref": "#/$defs/value5"
+  },
+  "Origin": {
+    "type": "string"
+  },
+  "Population": {
+    "type": "string"
+  },
+  "ReportingCountry": {
+    "type": "string"
+  },
+  "RetainedFilters": {
+    "$ref": "#/$defs/value8"
+  },
+  "Role": {
+    "type": "string"
+  },
+  "Source": {
+    "type": "string"
+  },
+  "To": {
+    "format": "date-time",
+    "type": "string"
+  },
+  "Transport": {
+    "type": "string"
+  },
+  "Unsupported": {
+    "$ref": "#/$defs/value7"
+  }
+}

addedOutput schema / $defs / value3 / required

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

addedOutput schema / $defs / value3 / type
```
Added value: +"object"
```

changedOutput schema / $defs / value7 / anyOf

Previous value: -[
-  {
-    "items": {
-      "$ref": "#/$defs/value8"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "type": "string"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]

removedOutput schema / $defs / value8 / additionalProperties
```
Removed value: -false
```

addedOutput schema / $defs / value8 / anyOf

Added value: +[
+  {
+    "items": {
+      "$ref": "#/$defs/value9"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]

removedOutput schema / $defs / value8 / properties

Removed value: -{
-  "Column": {
-    "type": "string"
-  },
-  "Prefix": {
-    "type": "boolean"
-  },
-  "Values": {
-    "$ref": "#/$defs/value9"
-  }
-}

removedOutput schema / $defs / value8 / required

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

removedOutput schema / $defs / value8 / type
```
Removed value: -"object"
```
addedOutput schema / $defs / value9 / additionalProperties
```
Added value: +false
```

removedOutput schema / $defs / value9 / anyOf

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

addedOutput schema / $defs / value9 / properties

Added value: +{
+  "Column": {
+    "type": "string"
+  },
+  "Prefix": {
+    "type": "boolean"
+  },
+  "Values": {
+    "$ref": "#/$defs/value10"
+  }
+}

addedOutput schema / $defs / value9 / required

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

addedOutput schema / $defs / value9 / type
```
Added value: +"object"
```

changedOutput schema / properties / _debug / $ref

Previous value: -"#/$defs/value19"New value: +"#/$defs/value21"

changedOutput schema / properties / nextActions / $ref

Previous value: -"#/$defs/value14"New value: +"#/$defs/value16"

changedOutput schema / properties / stats / $ref

Previous value: -"#/$defs/value16"New value: +"#/$defs/value18"

changedOutput schema / properties / warnings / $ref

Previous value: -"#/$defs/value17"New value: +"#/$defs/value19"

Changed82 schema fields changedOct 14, 2026

addedInput schema / properties / dest

Added value: +{
+  "description": "destination country (ISO 2) filter",
+  "maxLength": 8000,
+  "type": "string"
+}

removedInput schema / properties / destinationCountry

Removed value: -{
-  "description": "Destination (importing) country, ISO2 code (e.g. US, DE).",
-  "maxLength": 8000,
-  "type": "string"
-}

changedInput schema / properties / from / description

Previous value: -"Earliest month, YYYY-MM."New value: +"earliest month (YYYY-MM; YYYY or YYYY-MM-DD also accepted)"

addedInput schema / properties / hs6

Added value: +{
+  "description": "HS code at ANY granularity — 2/4/6-digit; a shorter code is a broader family (e.g. 0901 = all coffee). Do NOT pad to 6 digits: 090100 matches nothing.",
+  "maxLength": 8000,
+  "type": "string"
+}

removedInput schema / properties / hsCode

Removed value: -{
-  "description": "HS code at 2, 4 or 6 digits; shorter codes match the whole family (0901 = all coffee). Do not pad with zeros (090100 matches nothing).",
-  "maxLength": 8000,
-  "type": "string"
-}

changedInput schema / properties / name / description

Previous value: -"company name (used with country when no tax id)"New value: +"company name (used with --country when no tax id)"

addedInput schema / properties / origin

Added value: +{
+  "description": "origin country (ISO 2) filter",
+  "maxLength": 8000,
+  "type": "string"
+}

removedInput schema / properties / originCountry

Removed value: -{
-  "description": "Origin (exporting) country, ISO2 code (e.g. VN).",
-  "maxLength": 8000,
-  "type": "string"
-}

changedInput schema / properties / to / description

Previous value: -"Latest month, YYYY-MM."New value: +"latest month (YYYY-MM; YYYY or YYYY-MM-DD also accepted)"

changedOutput schema / $defs / value0 / properties / corridors / $ref
```
Previous value: -"#/$defs/value13"New value: +"#/$defs/value12"
```

changedOutput schema / $defs / value0 / properties / roles / $ref

Previous value: -"#/$defs/value11"New value: +"#/$defs/value10"

changedOutput schema / $defs / value0 / properties / topHs6 / $ref

Previous value: -"#/$defs/value12"New value: +"#/$defs/value11"

removedOutput schema / $defs / value0 / properties / valueWithheldReason

Removed value: -{
-  "anyOf": [
-    {
-      "$ref": "#/$defs/value14"
-    },
-    {
-      "type": "null"
-    }
-  ]
-}

changedOutput schema / $defs / value0 / required

Previous value: -[
-  "activeMonths",
-  "companyKey",
-  "corridors",
-  "counterpartyCount",
-  "country",
-  "firstSeen",
-  "lastSeen",
-  "name",
-  "roles",
-  "shipmentCount",
-  "taxId",
-  "topHs6",
-  "totalValueUsd",
-  "totalWeightKg",
-  "valueWithheldReason"
-]New value: +[
+  "activeMonths",
+  "companyKey",
+  "corridors",
+  "counterpartyCount",
+  "country",
+  "firstSeen",
+  "lastSeen",
+  "name",
+  "roles",
+  "shipmentCount",
+  "taxId",
+  "topHs6",
+  "totalValueUsd",
+  "totalWeightKg"
+]

changedOutput schema / $defs / value1 / properties / scope / $ref

Previous value: -"#/$defs/value3"New value: +"#/$defs/value2"

removedOutput schema / $defs / value1 / properties / valueEvidence

Removed value: -{
-  "anyOf": [
-    {
-      "$ref": "#/$defs/value2"
-    },
-    {
-      "type": "null"
-    }
-  ]
-}

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"
+  }
+]

removedOutput schema / $defs / value14 / additionalProperties
```
Removed value: -false
```

addedOutput schema / $defs / value14 / anyOf

Added value: +[
+  {
+    "items": {
+      "$ref": "#/$defs/value15"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]

removedOutput schema / $defs / value14 / properties

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

removedOutput schema / $defs / value14 / required
```
Removed value: -[
-  "code",
-  "message"
-]
```
removedOutput schema / $defs / value14 / type
```
Removed value: -"object"
```
addedOutput schema / $defs / value15 / additionalProperties
```
Added value: +false
```

removedOutput schema / $defs / value15 / anyOf

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

changedOutput schema / $defs / value16 / anyOf

Previous value: -[
-  {
-    "items": {
-      "$ref": "#/$defs/value17"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "additionalProperties": {
+      "type": "number"
+    },
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]

removedOutput schema / $defs / value17 / additionalProperties
```
Removed value: -false
```

addedOutput schema / $defs / value17 / anyOf

Added value: +[
+  {
+    "items": {
+      "$ref": "#/$defs/value18"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]

removedOutput schema / $defs / value17 / properties

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

removedOutput schema / $defs / value17 / required

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

removedOutput schema / $defs / value17 / type
```
Removed value: -"object"
```
addedOutput schema / $defs / value18 / additionalProperties
```
Added value: +false
```

removedOutput schema / $defs / value18 / anyOf

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

changedOutput schema / $defs / value19 / anyOf

Previous value: -[
-  {
-    "items": {
-      "$ref": "#/$defs/value20"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "additionalProperties": {
+      "type": [
+        "null",
+        "boolean",
+        "number",
+        "string",
+        "array",
+        "object"
+      ]
+    },
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]

addedOutput schema / $defs / value2 / properties / CompanyKeys
```
Added value: +{
+  "$ref": "#/$defs/value3"
+}
```
addedOutput schema / $defs / value2 / properties / Destination
```
Added value: +{
+  "type": "string"
+}
```
addedOutput schema / $defs / value2 / properties / Empty
```
Added value: +{
+  "type": "boolean"
+}
```

addedOutput schema / $defs / value2 / properties / From

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

addedOutput schema / $defs / value2 / properties / GroupBy
```
Added value: +{
+  "$ref": "#/$defs/value5"
+}
```
addedOutput schema / $defs / value2 / properties / HS2
```
Added value: +{
+  "type": "string"
+}
```
addedOutput schema / $defs / value2 / properties / HS6
```
Added value: +{
+  "type": "string"
+}
```
addedOutput schema / $defs / value2 / properties / NormalizedNames
```
Added value: +{
+  "$ref": "#/$defs/value4"
+}
```
addedOutput schema / $defs / value2 / properties / Origin
```
Added value: +{
+  "type": "string"
+}
```
addedOutput schema / $defs / value2 / properties / Population
```
Added value: +{
+  "type": "string"
+}
```
addedOutput schema / $defs / value2 / properties / ReportingCountry
```
Added value: +{
+  "type": "string"
+}
```
addedOutput schema / $defs / value2 / properties / RetainedFilters
```
Added value: +{
+  "$ref": "#/$defs/value7"
+}
```
addedOutput schema / $defs / value2 / properties / Role
```
Added value: +{
+  "type": "string"
+}
```
addedOutput schema / $defs / value2 / properties / Source
```
Added value: +{
+  "type": "string"
+}
```

addedOutput schema / $defs / value2 / properties / To

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

addedOutput schema / $defs / value2 / properties / Transport
```
Added value: +{
+  "type": "string"
+}
```
addedOutput schema / $defs / value2 / properties / Unsupported
```
Added value: +{
+  "$ref": "#/$defs/value6"
+}
```
removedOutput schema / $defs / value2 / properties / shipmentsExcludedImplausible
```
Removed value: -{
-  "type": "integer"
-}
```
removedOutput schema / $defs / value2 / properties / shipmentsUsed
```
Removed value: -{
-  "type": "integer"
-}
```
removedOutput schema / $defs / value2 / properties / weightKg
```
Removed value: -{
-  "type": "number"
-}
```

changedOutput schema / $defs / value2 / 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 / value20

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

removedOutput schema / $defs / value21

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

removedOutput schema / $defs / value3 / additionalProperties
```
Removed value: -false
```

addedOutput schema / $defs / value3 / anyOf

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

removedOutput schema / $defs / value3 / properties

Removed value: -{
-  "CompanyKeys": {
-    "$ref": "#/$defs/value4"
-  },
-  "Destination": {
-    "type": "string"
-  },
-  "Empty": {
-    "type": "boolean"
-  },
-  "From": {
-    "format": "date-time",
-    "type": "string"
-  },
-  "GroupBy": {
-    "$ref": "#/$defs/value6"
-  },
-  "HS2": {
-    "type": "string"
-  },
-  "HS6": {
-    "type": "string"
-  },
-  "NormalizedNames": {
-    "$ref": "#/$defs/value5"
-  },
-  "Origin": {
-    "type": "string"
-  },
-  "Population": {
-    "type": "string"
-  },
-  "ReportingCountry": {
-    "type": "string"
-  },
-  "RetainedFilters": {
-    "$ref": "#/$defs/value8"
-  },
-  "Role": {
-    "type": "string"
-  },
-  "Source": {
-    "type": "string"
-  },
-  "To": {
-    "format": "date-time",
-    "type": "string"
-  },
-  "Transport": {
-    "type": "string"
-  },
-  "Unsupported": {
-    "$ref": "#/$defs/value7"
-  }
-}

removedOutput schema / $defs / value3 / required

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

removedOutput schema / $defs / value3 / type
```
Removed value: -"object"
```

changedOutput schema / $defs / value7 / anyOf

Previous value: -[
-  {
-    "items": {
-      "type": "string"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "$ref": "#/$defs/value8"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]

addedOutput schema / $defs / value8 / additionalProperties
```
Added value: +false
```

removedOutput schema / $defs / value8 / anyOf

Removed value: -[
-  {
-    "items": {
-      "$ref": "#/$defs/value9"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]

addedOutput schema / $defs / value8 / properties

Added value: +{
+  "Column": {
+    "type": "string"
+  },
+  "Prefix": {
+    "type": "boolean"
+  },
+  "Values": {
+    "$ref": "#/$defs/value9"
+  }
+}

addedOutput schema / $defs / value8 / required

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

addedOutput schema / $defs / value8 / type
```
Added value: +"object"
```
removedOutput schema / $defs / value9 / additionalProperties
```
Removed value: -false
```

addedOutput schema / $defs / value9 / anyOf

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

removedOutput schema / $defs / value9 / properties

Removed value: -{
-  "Column": {
-    "type": "string"
-  },
-  "Prefix": {
-    "type": "boolean"
-  },
-  "Values": {
-    "$ref": "#/$defs/value10"
-  }
-}

removedOutput schema / $defs / value9 / required

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

removedOutput schema / $defs / value9 / type
```
Removed value: -"object"
```

changedOutput schema / properties / _debug / $ref

Previous value: -"#/$defs/value21"New value: +"#/$defs/value19"

changedOutput schema / properties / nextActions / $ref

Previous value: -"#/$defs/value16"New value: +"#/$defs/value14"

changedOutput schema / properties / stats / $ref

Previous value: -"#/$defs/value18"New value: +"#/$defs/value16"

changedOutput schema / properties / warnings / $ref

Previous value: -"#/$defs/value19"New value: +"#/$defs/value17"

Changed82 schema fields changedOct 14, 2026

removedInput schema / properties / dest

Removed value: -{
-  "description": "destination country (ISO 2) filter",
-  "maxLength": 8000,
-  "type": "string"
-}

addedInput schema / properties / destinationCountry

Added value: +{
+  "description": "Destination (importing) country, ISO2 code (e.g. US, DE).",
+  "maxLength": 8000,
+  "type": "string"
+}

changedInput schema / properties / from / description

Previous value: -"earliest month (YYYY-MM; YYYY or YYYY-MM-DD also accepted)"New value: +"Earliest month, YYYY-MM."

removedInput schema / properties / hs6

Removed value: -{
-  "description": "HS code at ANY granularity — 2/4/6-digit; a shorter code is a broader family (e.g. 0901 = all coffee). Do NOT pad to 6 digits: 090100 matches nothing.",
-  "maxLength": 8000,
-  "type": "string"
-}

addedInput schema / properties / hsCode

Added value: +{
+  "description": "HS code at 2, 4 or 6 digits; shorter codes match the whole family (0901 = all coffee). Do not pad with zeros (090100 matches nothing).",
+  "maxLength": 8000,
+  "type": "string"
+}

changedInput schema / properties / name / description

Previous value: -"company name (used with --country when no tax id)"New value: +"company name (used with country when no tax id)"

removedInput schema / properties / origin

Removed value: -{
-  "description": "origin country (ISO 2) filter",
-  "maxLength": 8000,
-  "type": "string"
-}

addedInput schema / properties / originCountry

Added value: +{
+  "description": "Origin (exporting) country, ISO2 code (e.g. VN).",
+  "maxLength": 8000,
+  "type": "string"
+}

changedInput schema / properties / to / description

Previous value: -"latest month (YYYY-MM; YYYY or YYYY-MM-DD also accepted)"New value: +"Latest month, YYYY-MM."

changedOutput schema / $defs / value0 / properties / corridors / $ref
```
Previous value: -"#/$defs/value12"New value: +"#/$defs/value13"
```

changedOutput schema / $defs / value0 / properties / roles / $ref

Previous value: -"#/$defs/value10"New value: +"#/$defs/value11"

changedOutput schema / $defs / value0 / properties / topHs6 / $ref

Previous value: -"#/$defs/value11"New value: +"#/$defs/value12"

addedOutput schema / $defs / value0 / properties / valueWithheldReason

Added value: +{
+  "anyOf": [
+    {
+      "$ref": "#/$defs/value14"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

changedOutput schema / $defs / value0 / required

Previous value: -[
-  "activeMonths",
-  "companyKey",
-  "corridors",
-  "counterpartyCount",
-  "country",
-  "firstSeen",
-  "lastSeen",
-  "name",
-  "roles",
-  "shipmentCount",
-  "taxId",
-  "topHs6",
-  "totalValueUsd",
-  "totalWeightKg"
-]New value: +[
+  "activeMonths",
+  "companyKey",
+  "corridors",
+  "counterpartyCount",
+  "country",
+  "firstSeen",
+  "lastSeen",
+  "name",
+  "roles",
+  "shipmentCount",
+  "taxId",
+  "topHs6",
+  "totalValueUsd",
+  "totalWeightKg",
+  "valueWithheldReason"
+]

changedOutput schema / $defs / value1 / properties / scope / $ref

Previous value: -"#/$defs/value2"New value: +"#/$defs/value3"

addedOutput schema / $defs / value1 / properties / valueEvidence

Added value: +{
+  "anyOf": [
+    {
+      "$ref": "#/$defs/value2"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

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"
+  }
+]

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

removedOutput schema / $defs / value14 / anyOf

Removed value: -[
-  {
-    "items": {
-      "$ref": "#/$defs/value15"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]

addedOutput schema / $defs / value14 / properties

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

addedOutput schema / $defs / value14 / required
```
Added value: +[
+  "code",
+  "message"
+]
```
addedOutput schema / $defs / value14 / type
```
Added value: +"object"
```
removedOutput schema / $defs / value15 / additionalProperties
```
Removed value: -false
```

addedOutput schema / $defs / value15 / anyOf

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

changedOutput schema / $defs / value16 / anyOf

Previous value: -[
-  {
-    "additionalProperties": {
-      "type": "number"
-    },
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "$ref": "#/$defs/value17"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]

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

removedOutput schema / $defs / value17 / anyOf

Removed value: -[
-  {
-    "items": {
-      "$ref": "#/$defs/value18"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]

addedOutput schema / $defs / value17 / properties

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

addedOutput schema / $defs / value17 / required

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

addedOutput schema / $defs / value17 / type
```
Added value: +"object"
```
removedOutput schema / $defs / value18 / additionalProperties
```
Removed value: -false
```

addedOutput schema / $defs / value18 / anyOf

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

changedOutput schema / $defs / value19 / anyOf

Previous value: -[
-  {
-    "additionalProperties": {
-      "type": [
-        "null",
-        "boolean",
-        "number",
-        "string",
-        "array",
-        "object"
-      ]
-    },
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "$ref": "#/$defs/value20"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]

removedOutput schema / $defs / value2 / properties / CompanyKeys
```
Removed value: -{
-  "$ref": "#/$defs/value3"
-}
```
removedOutput schema / $defs / value2 / properties / Destination
```
Removed value: -{
-  "type": "string"
-}
```
removedOutput schema / $defs / value2 / properties / Empty
```
Removed value: -{
-  "type": "boolean"
-}
```

removedOutput schema / $defs / value2 / properties / From

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

removedOutput schema / $defs / value2 / properties / GroupBy
```
Removed value: -{
-  "$ref": "#/$defs/value5"
-}
```
removedOutput schema / $defs / value2 / properties / HS2
```
Removed value: -{
-  "type": "string"
-}
```
removedOutput schema / $defs / value2 / properties / HS6
```
Removed value: -{
-  "type": "string"
-}
```
removedOutput schema / $defs / value2 / properties / NormalizedNames
```
Removed value: -{
-  "$ref": "#/$defs/value4"
-}
```
removedOutput schema / $defs / value2 / properties / Origin
```
Removed value: -{
-  "type": "string"
-}
```
removedOutput schema / $defs / value2 / properties / Population
```
Removed value: -{
-  "type": "string"
-}
```
removedOutput schema / $defs / value2 / properties / ReportingCountry
```
Removed value: -{
-  "type": "string"
-}
```
removedOutput schema / $defs / value2 / properties / RetainedFilters
```
Removed value: -{
-  "$ref": "#/$defs/value7"
-}
```
removedOutput schema / $defs / value2 / properties / Role
```
Removed value: -{
-  "type": "string"
-}
```
removedOutput schema / $defs / value2 / properties / Source
```
Removed value: -{
-  "type": "string"
-}
```

removedOutput schema / $defs / value2 / properties / To

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

removedOutput schema / $defs / value2 / properties / Transport
```
Removed value: -{
-  "type": "string"
-}
```
removedOutput schema / $defs / value2 / properties / Unsupported
```
Removed value: -{
-  "$ref": "#/$defs/value6"
-}
```
addedOutput schema / $defs / value2 / properties / shipmentsExcludedImplausible
```
Added value: +{
+  "type": "integer"
+}
```
addedOutput schema / $defs / value2 / properties / shipmentsUsed
```
Added value: +{
+  "type": "integer"
+}
```
addedOutput schema / $defs / value2 / properties / weightKg
```
Added value: +{
+  "type": "number"
+}
```

changedOutput schema / $defs / value2 / 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 / value20

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

addedOutput schema / $defs / value21

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

addedOutput schema / $defs / value3 / additionalProperties
```
Added value: +false
```

removedOutput schema / $defs / value3 / anyOf

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

addedOutput schema / $defs / value3 / properties

Added value: +{
+  "CompanyKeys": {
+    "$ref": "#/$defs/value4"
+  },
+  "Destination": {
+    "type": "string"
+  },
+  "Empty": {
+    "type": "boolean"
+  },
+  "From": {
+    "format": "date-time",
+    "type": "string"
+  },
+  "GroupBy": {
+    "$ref": "#/$defs/value6"
+  },
+  "HS2": {
+    "type": "string"
+  },
+  "HS6": {
+    "type": "string"
+  },
+  "NormalizedNames": {
+    "$ref": "#/$defs/value5"
+  },
+  "Origin": {
+    "type": "string"
+  },
+  "Population": {
+    "type": "string"
+  },
+  "ReportingCountry": {
+    "type": "string"
+  },
+  "RetainedFilters": {
+    "$ref": "#/$defs/value8"
+  },
+  "Role": {
+    "type": "string"
+  },
+  "Source": {
+    "type": "string"
+  },
+  "To": {
+    "format": "date-time",
+    "type": "string"
+  },
+  "Transport": {
+    "type": "string"
+  },
+  "Unsupported": {
+    "$ref": "#/$defs/value7"
+  }
+}

addedOutput schema / $defs / value3 / required

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

addedOutput schema / $defs / value3 / type
```
Added value: +"object"
```

changedOutput schema / $defs / value7 / anyOf

Previous value: -[
-  {
-    "items": {
-      "$ref": "#/$defs/value8"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "type": "string"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]

removedOutput schema / $defs / value8 / additionalProperties
```
Removed value: -false
```

addedOutput schema / $defs / value8 / anyOf

Added value: +[
+  {
+    "items": {
+      "$ref": "#/$defs/value9"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]

removedOutput schema / $defs / value8 / properties

Removed value: -{
-  "Column": {
-    "type": "string"
-  },
-  "Prefix": {
-    "type": "boolean"
-  },
-  "Values": {
-    "$ref": "#/$defs/value9"
-  }
-}

removedOutput schema / $defs / value8 / required

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

removedOutput schema / $defs / value8 / type
```
Removed value: -"object"
```
addedOutput schema / $defs / value9 / additionalProperties
```
Added value: +false
```

removedOutput schema / $defs / value9 / anyOf

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

addedOutput schema / $defs / value9 / properties

Added value: +{
+  "Column": {
+    "type": "string"
+  },
+  "Prefix": {
+    "type": "boolean"
+  },
+  "Values": {
+    "$ref": "#/$defs/value10"
+  }
+}

addedOutput schema / $defs / value9 / required

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

addedOutput schema / $defs / value9 / type
```
Added value: +"object"
```

changedOutput schema / properties / _debug / $ref

Previous value: -"#/$defs/value19"New value: +"#/$defs/value21"

changedOutput schema / properties / nextActions / $ref

Previous value: -"#/$defs/value14"New value: +"#/$defs/value16"

changedOutput schema / properties / stats / $ref

Previous value: -"#/$defs/value16"New value: +"#/$defs/value18"

changedOutput schema / properties / warnings / $ref

Previous value: -"#/$defs/value17"New value: +"#/$defs/value19"

Changed19 schema fields changedOct 13, 2026

removedInput schema / properties / --country

Removed value: -{
-  "description": "reporting country (ISO 2) to scope the directory",
-  "type": "string"
-}

removedInput schema / properties / --dest

Removed value: -{
-  "description": "destination country (ISO 2) filter",
-  "type": "string"
-}

removedInput schema / properties / --from

Removed value: -{
-  "description": "earliest month (YYYY-MM; YYYY or YYYY-MM-DD also accepted)",
-  "pattern": "^[0-9]{4}(-(0[1-9]|1[0-2])(-(0[1-9]|[12][0-9]|3[01]))?)?$",
-  "type": "string"
-}

removedInput schema / properties / --hs6

Removed value: -{
-  "description": "HS code at ANY granularity — 2/4/6-digit; a shorter code is a broader family (e.g. 0901 = all coffee). Do NOT pad to 6 digits: 090100 matches nothing.",
-  "type": "string"
-}

removedInput schema / properties / --limit

Removed value: -{
-  "description": "max rows (1-1000, default 100)",
-  "type": "integer"
-}

removedInput schema / properties / --name

Removed value: -{
-  "description": "company name (used with --country when no tax id)",
-  "type": "string"
-}

removedInput schema / properties / --origin

Removed value: -{
-  "description": "origin country (ISO 2) filter",
-  "type": "string"
-}

removedInput schema / properties / --role

Removed value: -{
-  "description": "limit to one role: exporter|importer",
-  "enum": [
-    "exporter",
-    "importer"
-  ],
-  "type": "string"
-}

removedInput schema / properties / --to

Removed value: -{
-  "description": "latest month (YYYY-MM; YYYY or YYYY-MM-DD also accepted)",
-  "pattern": "^[0-9]{4}(-(0[1-9]|1[0-2])(-(0[1-9]|[12][0-9]|3[01]))?)?$",
-  "type": "string"
-}

addedInput schema / properties / country

Added value: +{
+  "description": "reporting country (ISO 2) to scope the directory",
+  "maxLength": 8000,
+  "type": "string"
+}

addedInput schema / properties / dest

Added value: +{
+  "description": "destination country (ISO 2) filter",
+  "maxLength": 8000,
+  "type": "string"
+}

addedInput schema / properties / from

Added value: +{
+  "description": "earliest month (YYYY-MM; YYYY or YYYY-MM-DD also accepted)",
+  "maxLength": 8000,
+  "pattern": "^[0-9]{4}(-(0[1-9]|1[0-2])(-(0[1-9]|[12][0-9]|3[01]))?)?$",
+  "type": "string"
+}

addedInput schema / properties / hs6

Added value: +{
+  "description": "HS code at ANY granularity — 2/4/6-digit; a shorter code is a broader family (e.g. 0901 = all coffee). Do NOT pad to 6 digits: 090100 matches nothing.",
+  "maxLength": 8000,
+  "type": "string"
+}

addedInput schema / properties / limit

Added value: +{
+  "description": "max rows (1-1000, default 100)",
+  "maximum": 1000,
+  "minimum": 1,
+  "type": "integer"
+}

addedInput schema / properties / name

Added value: +{
+  "description": "company name (used with --country when no tax id)",
+  "maxLength": 8000,
+  "type": "string"
+}

addedInput schema / properties / origin

Added value: +{
+  "description": "origin country (ISO 2) filter",
+  "maxLength": 8000,
+  "type": "string"
+}

addedInput schema / properties / role

Added value: +{
+  "description": "limit to one role: exporter|importer",
+  "enum": [
+    "exporter",
+    "importer"
+  ],
+  "maxLength": 8000,
+  "type": "string"
+}

addedInput schema / properties / to

Added value: +{
+  "description": "latest month (YYYY-MM; YYYY or YYYY-MM-DD also accepted)",
+  "maxLength": 8000,
+  "pattern": "^[0-9]{4}(-(0[1-9]|1[0-2])(-(0[1-9]|[12][0-9]|3[01]))?)?$",
+  "type": "string"
+}

changedOutput schema / (root)

Previous value: -nullNew value: +{
+  "$defs": {
+    "value0": {
+      "additionalProperties": false,
+      "properties": {
+        "activeMonths": {
+          "type": "integer"
+        },
+        "companyKey": {
+          "type": "string"
+        },
+        "corridors": {
+          "$ref": "#/$defs/value12"
+        },
+        "counterpartyCount": {
+          "type": "integer"
+        },
+        "country": {
+          "type": "string"
+        },
+        "firstSeen": {
+          "type": "string"
+        },
+        "history": {
+          "anyOf": [
+            {
+              "$ref": "#/$defs/value1"
+            },
+            {
+              "type": "null"
+            }
+          ]
+        },
+        "lastSeen": {
+          "type": "string"
+        },
+        "name": {
+          "type": "string"
+        },
+        "roles": {
+          "$ref": "#/$defs/value10"
+        },
+        "shipmentCount": {
+          "type": "integer"
+        },
+        "taxId": {
+          "type": "string"
+        },
+        "topHs6": {
+          "$ref": "#/$defs/value11"
+        },
+        "totalValueUsd": {
+          "anyOf": [
+            {
+              "type": "number"
+            },
+            {
+              "type": "null"
+            }
+          ]
+        },
+        "totalWeightKg": {
+          "type": "number"
+        }
+      },
+      "required": [
+        "activeMonths",
+        "companyKey",
+        "corridors",
+        "counterpartyCount",
+        "country",
+        "firstSeen",
+        "lastSeen",
+        "name",
+        "roles",
+        "shipmentCount",
+        "taxId",
+        "topHs6",
+        "totalValueUsd",
+        "totalWeightKg"
+      ],
+      "type": "object"
+    },
+    "value1": {
+      "additionalProperties": false,
+      "properties": {
+        "action": {
+          "type": "string"
+        },
+        "builtAt": {
+          "format": "date-time",
+          "type": "string"
+        },
+        "correctionsThrough": {
+          "format": "date-time",
+          "type": "string"
+        },
+        "factsThrough": {
+          "format": "date-time",
+          "type": "string"
+        },
+        "reason": {
+          "type": "string"
+        },
+        "scope": {
+          "$ref": "#/$defs/value2"
+        },
+        "state": {
+          "type": "string"
+        }
+      },
+      "required": [
+        "action",
+        "builtAt",
+        "correctionsThrough",
+        "factsThrough",
+        "reason",
+        "scope",
+        "state"
+      ],
+      "type": "object"
+    },
+    "value10": {
+      "anyOf": [
+        {
+          "items": {
+            "type": "string"
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "value11": {
+      "anyOf": [
+        {
+          "items": {
+            "type": "string"
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "value12": {
+      "anyOf": [
+        {
+          "items": {
+            "type": "string"
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "value13": {
+      "anyOf": [
+        {
+          "items": {
+            "type": [
+              "null",
+              "boolean",
+              "number",
+              "string",
+              "array",
+              "object"
+            ]
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "value14": {
+      "anyOf": [
+        {
+          "items": {
+            "$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": "#/$defs/value18"
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "value18": {
+      "additionalProperties": false,
+      "properties": {
+        "code": {
+          "type": "string"
+        },
+        "message": {
+          "type": "string"
+        }
+      },
+      "required": [
+        "code",
+        "message"
+      ],
+      "type": "object"
+    },
+    "value19": {
+      "anyOf": [
+        {
+          "additionalProperties": {
+            "type": [
+              "null",
+              "boolean",
+              "number",
+              "string",
+              "array",
+              "object"
+            ]
+          },
+          "type": "object"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "value2": {
+      "additionalProperties": false,
+      "properties": {
+        "CompanyKeys": {
+          "$ref": "#/$defs/value3"
+        },
+        "Destination": {
+          "type": "string"
+        },
+        "Empty": {
+          "type": "boolean"
+        },
+        "From": {
+          "format": "date-time",
+          "type": "string"
+        },
+        "GroupBy": {
+          "$ref": "#/$defs/value5"
+        },
+        "HS2": {
+          "type": "string"
+        },
+        "HS6": {
+          "type": "string"
+        },
+        "NormalizedNames": {
+          "$ref": "#/$defs/value4"
+        },
+        "Origin": {
+          "type": "string"
+        },
+        "Population": {
+          "type": "string"
+        },
+        "ReportingCountry": {
+          "type": "string"
+        },
+        "RetainedFilters": {
+          "$ref": "#/$defs/value7"
+        },
+        "Role": {
+          "type": "string"
+        },
+        "Source": {
+          "type": "string"
+        },
+        "To": {
+          "format": "date-time",
+          "type": "string"
+        },
+        "Transport": {
+          "type": "string"
+        },
+        "Unsupported": {
+          "$ref": "#/$defs/value6"
+        }
+      },
+      "required": [
+        "CompanyKeys",
+        "Destination",
+        "Empty",
+        "From",
+        "GroupBy",
+        "HS2",
+        "HS6",
+        "NormalizedNames",
+        "Origin",
+        "Population",
+        "ReportingCountry",
+        "RetainedFilters",
+        "Role",
+        "Source",
+        "To",
+        "Transport",
+        "Unsupported"
+      ],
+      "type": "object"
+    },
+    "value3": {
+      "anyOf": [
+        {
+          "items": {
+            "type": "string"
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "value4": {
+      "anyOf": [
+        {
+          "items": {
+            "type": "string"
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "value5": {
+      "anyOf": [
+        {
+          "items": {
+            "type": "string"
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "value6": {
+      "anyOf": [
+        {
+          "items": {
+            "type": "string"
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "value7": {
+      "anyOf": [
+        {
+          "items": {
+            "$ref": "#/$defs/value8"
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "value8": {
+      "additionalProperties": false,
+      "properties": {
+        "Column": {
+          "type": "string"
+        },
+        "Prefix": {
+          "type": "boolean"
+        },
+        "Values": {
+          "$ref": "#/$defs/value9"
+        }
+      },
+      "required": [
+        "Column",
+        "Prefix",
+        "Values"
+      ],
+      "type": "object"
+    },
+    "value9": {
+      "anyOf": [
+        {
+          "items": {
+            "type": "string"
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    }
+  },
+  "additionalProperties": false,
+  "properties": {
+    "_debug": {
+      "$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

B3.4/5.0

Behavior3/5

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

Annotations already declare readOnly, idempotent, non-destructive and closed-world, so the safety profile is covered. The description adds that results are 'resolved' companies with a trade profile, which is useful context, but says nothing about ordering, pagination beyond the limit param, or what an empty result means.

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

Conciseness4/5

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

A single front-loaded sentence with the verb and resource up front and filter axes in a trailing clause. The filter enumeration largely duplicates what the schema already labels, slightly diluting an otherwise tight definition.

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

Completeness3/5

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

An output schema and rich annotations carry most of the weight, so the definition is nearly sufficient. The notable gap is that no parameters are required, yet the description never says whether country/hsCode are effectively mandatory or what an unfiltered call returns, nor what 'resolved' presupposes.

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 description coverage is 100%, so the schema already explains hsCode padding, ISO2 country codes, role enum and the YYYY-MM date format in more detail than the description. The description only recaps those dimensions at a high level, adding no syntax or constraint information of its own.

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

Purpose4/5

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

States a specific verb and resource ('Lists resolved companies trading an HS code in a reporting country') and adds the return shape ('each with its trade profile'). It never distinguishes itself from near-siblings like companies__suppliers, companies__customers or companies__competitors, so an agent must infer the difference.

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

Usage Guidelines3/5

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

Usage is implied by the HS-code-plus-country scoping, and the filter list gives a hint of how to narrow results. There is no explicit when-to-use, no when-not-to-use, and no pointer to the sibling tools that retrieve similar company sets.

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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