LeanrIQ

Run bounded, current World Intelligence for one authorised advertiser. It returns source-backed external context and creative opportunities; evidence may be partial and it never publishes or activates creative.

run_world_intelligence

Idempotent

Run bounded, current World Intelligence for one authorised advertiser. It returns source-backed external context and creative opportunities; evidence may be partial and it never publishes or activates creative.. Classification: creates billable AI usage. Execution: durable. Task support: optional. Mutation modes: validate_only, preview_only, execute. Partial failure policy: preserve_qualified_evidence_and_signals. The returned JSON is internal application state for LeanrIQ and ChatGPT orchestration. Use assistantSummary first when responding to the user. Never display raw JSON, data, or meta unless the user explicitly asks for raw JSON. Mention IDs only when useful for follow-up or debugging. Prefer concise, human language, highlight the most useful insight, and suggest the next best LeanrIQ action. If idempotencyKey is omitted on a mutation, the MCP layer derives a deterministic retry key from the tool and business arguments so an accidental identical replay cannot create duplicate work. For a mutation when more than one seat is authorised, seatId or seatName must be supplied on that exact tool call; a remembered or previously selected seat is not sufficient for a write.

Input Schema

Name	Required	Description	Default
`policy`	No
`seatId`	No
`routine`	No
`seatName`	No
`routineId`	No
`advertiserId`	No
`forceRefresh`	No
`sourceLocale`	No
`targetMarket`	No
`contentLocale`	No
`lookbackHours`	No
`marketContext`	No
`targetMarkets`	No
`contentLocales`	No
`advertiserContext`	No
`defaultContentLocale`	No
`researchInstructions`	No
`marketLanguageProfile`	No
`resolvedContentLocale`	No
`languageVariantGroupId`	No
`requestedOutputLocales`	No
`supportedContentLocales`	No

Output Schema

Name	Required	Description	Default
`data`	Yes
`meta`	Yes
`error`	No
`status`	Yes
`assistantSummary`	Yes

Schema Changelog

Changes observed during successful MCP inspections.

Changed3 schema fields changedOct 19, 2026
- changedInput schema / properties / policy / properties / researchBudget / properties / maxModelCalls / default
```
Previous value: -8New value: +12
```
- changedInput schema / properties / policy / properties / researchBudget / properties / maxSearches / default
```
Previous value: -6New value: +10
```
- addedInput schema / properties / policy / properties / sourceCountries
```
Added value: +{
+  "items": {
+    "enum": [
+      "GB",
+      "US",
+      "HK"
+    ],
+    "type": "string"
+  },
+  "maxItems": 3,
+  "minItems": 1,
+  "type": "array"
+}
```

Changed19 schema fields changedOct 14, 2026

addedInput schema / properties / advertiserContext / properties / aliases

Added value: +{
+  "default": [],
+  "items": {
+    "maxLength": 180,
+    "minLength": 1,
+    "type": "string"
+  },
+  "maxItems": 12,
+  "type": "array"
+}

addedInput schema / properties / advertiserContext / properties / approvedOffers

Added value: +{
+  "default": [],
+  "items": {
+    "maxLength": 400,
+    "minLength": 1,
+    "type": "string"
+  },
+  "maxItems": 12,
+  "type": "array"
+}

addedInput schema / properties / advertiserContext / properties / brandIntelligence

Added value: +{
+  "additionalProperties": {},
+  "propertyNames": {
+    "type": "string"
+  },
+  "type": "object"
+}

addedInput schema / properties / advertiserContext / properties / brands

Added value: +{
+  "default": [],
+  "items": {
+    "additionalProperties": false,
+    "properties": {
+      "aliases": {
+        "default": [],
+        "items": {
+          "maxLength": 180,
+          "minLength": 1,
+          "type": "string"
+        },
+        "maxItems": 12,
+        "type": "array"
+      },
+      "id": {
+        "maxLength": 160,
+        "minLength": 1,
+        "type": "string"
+      },
+      "markets": {
+        "default": [],
+        "items": {
+          "maxLength": 80,
+          "minLength": 1,
+          "type": "string"
+        },
+        "maxItems": 20,
+        "type": "array"
+      },
+      "name": {
+        "maxLength": 180,
+        "minLength": 1,
+        "type": "string"
+      },
+      "negativeAliases": {
+        "default": [],
+        "items": {
+          "maxLength": 180,
+          "minLength": 1,
+          "type": "string"
+        },
+        "maxItems": 12,
+        "type": "array"
+      },
+      "officialDomain": {
+        "maxLength": 240,
+        "minLength": 1,
+        "type": "string"
+      },
+      "products": {
+        "default": [],
+        "items": {
+          "maxLength": 300,
+          "minLength": 1,
+          "type": "string"
+        },
+        "maxItems": 20,
+        "type": "array"
+      },
+      "verified": {
+        "default": false,
+        "type": "boolean"
+      }
+    },
+    "required": [
+      "name"
+    ],
+    "type": "object"
+  },
+  "maxItems": 12,
+  "type": "array"
+}

addedInput schema / properties / advertiserContext / properties / campaignContext

Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "audience": {
+      "default": [],
+      "items": {
+        "maxLength": 300,
+        "minLength": 1,
+        "type": "string"
+      },
+      "maxItems": 12,
+      "type": "array"
+    },
+    "brief": {
+      "maxLength": 1200,
+      "minLength": 1,
+      "type": "string"
+    },
+    "flightDates": {
+      "maxLength": 160,
+      "minLength": 1,
+      "type": "string"
+    },
+    "market": {
+      "maxLength": 80,
+      "minLength": 1,
+      "type": "string"
+    },
+    "objective": {
+      "maxLength": 300,
+      "minLength": 1,
+      "type": "string"
+    },
+    "strategy": {
+      "maxLength": 900,
+      "minLength": 1,
+      "type": "string"
+    }
+  },
+  "type": "object"
+}

addedInput schema / properties / advertiserContext / properties / competitorIdentities

Added value: +{
+  "default": [],
+  "items": {
+    "additionalProperties": false,
+    "properties": {
+      "aliases": {
+        "default": [],
+        "items": {
+          "maxLength": 180,
+          "minLength": 1,
+          "type": "string"
+        },
+        "maxItems": 12,
+        "type": "array"
+      },
+      "id": {
+        "maxLength": 160,
+        "minLength": 1,
+        "type": "string"
+      },
+      "markets": {
+        "default": [],
+        "items": {
+          "maxLength": 80,
+          "minLength": 1,
+          "type": "string"
+        },
+        "maxItems": 20,
+        "type": "array"
+      },
+      "name": {
+        "maxLength": 180,
+        "minLength": 1,
+        "type": "string"
+      },
+      "negativeAliases": {
+        "default": [],
+        "items": {
+          "maxLength": 180,
+          "minLength": 1,
+          "type": "string"
+        },
+        "maxItems": 12,
+        "type": "array"
+      },
+      "officialDomain": {
+        "maxLength": 240,
+        "minLength": 1,
+        "type": "string"
+      },
+      "products": {
+        "default": [],
+        "items": {
+          "maxLength": 300,
+          "minLength": 1,
+          "type": "string"
+        },
+        "maxItems": 20,
+        "type": "array"
+      },
+      "verified": {
+        "default": false,
+        "type": "boolean"
+      }
+    },
+    "required": [
+      "name"
+    ],
+    "type": "object"
+  },
+  "maxItems": 16,
+  "type": "array"
+}

addedInput schema / properties / advertiserContext / properties / contextualTopics

Added value: +{
+  "default": [],
+  "items": {
+    "maxLength": 180,
+    "minLength": 1,
+    "type": "string"
+  },
+  "maxItems": 12,
+  "type": "array"
+}

addedInput schema / properties / advertiserContext / properties / creativeDonts

Added value: +{
+  "default": [],
+  "items": {
+    "maxLength": 500,
+    "minLength": 1,
+    "type": "string"
+  },
+  "maxItems": 16,
+  "type": "array"
+}

addedInput schema / properties / advertiserContext / properties / creativeDos

Added value: +{
+  "default": [],
+  "items": {
+    "maxLength": 500,
+    "minLength": 1,
+    "type": "string"
+  },
+  "maxItems": 16,
+  "type": "array"
+}

addedInput schema / properties / advertiserContext / properties / currentCampaigns

Added value: +{
+  "default": [],
+  "items": {
+    "maxLength": 500,
+    "minLength": 1,
+    "type": "string"
+  },
+  "maxItems": 12,
+  "type": "array"
+}

addedInput schema / properties / advertiserContext / properties / negativeAliases

Added value: +{
+  "default": [],
+  "items": {
+    "maxLength": 180,
+    "minLength": 1,
+    "type": "string"
+  },
+  "maxItems": 12,
+  "type": "array"
+}

addedInput schema / properties / advertiserContext / properties / parentCompany

Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "aliases": {
+      "default": [],
+      "items": {
+        "maxLength": 180,
+        "minLength": 1,
+        "type": "string"
+      },
+      "maxItems": 12,
+      "type": "array"
+    },
+    "id": {
+      "maxLength": 160,
+      "minLength": 1,
+      "type": "string"
+    },
+    "markets": {
+      "default": [],
+      "items": {
+        "maxLength": 80,
+        "minLength": 1,
+        "type": "string"
+      },
+      "maxItems": 20,
+      "type": "array"
+    },
+    "name": {
+      "maxLength": 180,
+      "minLength": 1,
+      "type": "string"
+    },
+    "negativeAliases": {
+      "default": [],
+      "items": {
+        "maxLength": 180,
+        "minLength": 1,
+        "type": "string"
+      },
+      "maxItems": 12,
+      "type": "array"
+    },
+    "officialDomain": {
+      "maxLength": 240,
+      "minLength": 1,
+      "type": "string"
+    },
+    "products": {
+      "default": [],
+      "items": {
+        "maxLength": 300,
+        "minLength": 1,
+        "type": "string"
+      },
+      "maxItems": 20,
+      "type": "array"
+    },
+    "verified": {
+      "default": false,
+      "type": "boolean"
+    }
+  },
+  "required": [
+    "name"
+  ],
+  "type": "object"
+}

addedInput schema / properties / advertiserContext / properties / priorityTopics

Added value: +{
+  "default": [],
+  "items": {
+    "maxLength": 180,
+    "minLength": 1,
+    "type": "string"
+  },
+  "maxItems": 20,
+  "type": "array"
+}

addedInput schema / properties / advertiserContext / properties / seasonality

Added value: +{
+  "default": [],
+  "items": {
+    "maxLength": 300,
+    "minLength": 1,
+    "type": "string"
+  },
+  "maxItems": 16,
+  "type": "array"
+}

addedInput schema / properties / advertiserContext / properties / toneOfVoice

Added value: +{
+  "default": [],
+  "items": {
+    "maxLength": 300,
+    "minLength": 1,
+    "type": "string"
+  },
+  "maxItems": 16,
+  "type": "array"
+}

addedInput schema / properties / advertiserContext / properties / wordsToNotUse

Added value: +{
+  "default": [],
+  "items": {
+    "maxLength": 160,
+    "minLength": 1,
+    "type": "string"
+  },
+  "maxItems": 16,
+  "type": "array"
+}

addedInput schema / properties / advertiserContext / properties / wordsToUse

Added value: +{
+  "default": [],
+  "items": {
+    "maxLength": 160,
+    "minLength": 1,
+    "type": "string"
+  },
+  "maxItems": 16,
+  "type": "array"
+}

addedInput schema / properties / policy / properties / researchBudget

Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "maxDeepEvents": {
+      "default": 3,
+      "maximum": 10,
+      "minimum": 0,
+      "type": "integer"
+    },
+    "maxModelCalls": {
+      "default": 8,
+      "maximum": 12,
+      "minimum": 1,
+      "type": "integer"
+    },
+    "maxSearches": {
+      "default": 6,
+      "maximum": 20,
+      "minimum": 1,
+      "type": "integer"
+    },
+    "monthlyRequestUnits": {
+      "default": 1000,
+      "maximum": 100000,
+      "minimum": 1,
+      "type": "integer"
+    }
+  },
+  "type": "object"
+}

addedInput schema / properties / researchInstructions

Added value: +{
+  "default": [],
+  "items": {
+    "maxLength": 500,
+    "minLength": 1,
+    "type": "string"
+  },
+  "maxItems": 8,
+  "type": "array"
+}

Changed36 schema fields changedOct 13, 2026

addedInput schema / properties / contentLocale
```
Added value: +{
+  "type": "string"
+}
```

addedInput schema / properties / contentLocales

Added value: +{
+  "items": {
+    "type": "string"
+  },
+  "maxItems": 20,
+  "type": "array"
+}

addedInput schema / properties / defaultContentLocale
```
Added value: +{
+  "type": "string"
+}
```

addedInput schema / properties / languageVariantGroupId

Added value: +{
+  "maxLength": 160,
+  "minLength": 1,
+  "type": "string"
+}

addedInput schema / properties / marketContext

Added value: +{
+  "properties": {
+    "currency": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "targetMarket": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "targetMarkets": {
+      "items": {
+        "type": "string"
+      },
+      "type": "array"
+    },
+    "timeZone": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    }
+  },
+  "type": "object"
+}

addedInput schema / properties / marketLanguageProfile

Added value: +{
+  "additionalProperties": {},
+  "propertyNames": {
+    "type": "string"
+  },
+  "type": "object"
+}

addedInput schema / properties / policy / properties / contentLocale
```
Added value: +{
+  "type": "string"
+}
```

addedInput schema / properties / policy / properties / contentLocales

Added value: +{
+  "items": {
+    "type": "string"
+  },
+  "maxItems": 20,
+  "type": "array"
+}

addedInput schema / properties / policy / properties / defaultContentLocale
```
Added value: +{
+  "type": "string"
+}
```

addedInput schema / properties / policy / properties / languageVariantGroupId

Added value: +{
+  "maxLength": 160,
+  "minLength": 1,
+  "type": "string"
+}

addedInput schema / properties / policy / properties / marketContext

Added value: +{
+  "properties": {
+    "currency": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "targetMarket": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "targetMarkets": {
+      "items": {
+        "type": "string"
+      },
+      "type": "array"
+    },
+    "timeZone": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    }
+  },
+  "type": "object"
+}

addedInput schema / properties / policy / properties / marketLanguageProfile

Added value: +{
+  "additionalProperties": {},
+  "propertyNames": {
+    "type": "string"
+  },
+  "type": "object"
+}

addedInput schema / properties / policy / properties / requestedOutputLocales

Added value: +{
+  "items": {
+    "type": "string"
+  },
+  "maxItems": 20,
+  "type": "array"
+}

addedInput schema / properties / policy / properties / resolvedContentLocale
```
Added value: +{
+  "type": "string"
+}
```
addedInput schema / properties / policy / properties / sourceLocale
```
Added value: +{
+  "type": "string"
+}
```

addedInput schema / properties / policy / properties / supportedContentLocales

Added value: +{
+  "items": {
+    "type": "string"
+  },
+  "maxItems": 20,
+  "type": "array"
+}

addedInput schema / properties / policy / properties / targetMarket

Added value: +{
+  "maxLength": 160,
+  "minLength": 1,
+  "type": "string"
+}

addedInput schema / properties / policy / properties / targetMarkets

Added value: +{
+  "items": {
+    "maxLength": 160,
+    "minLength": 1,
+    "type": "string"
+  },
+  "maxItems": 50,
+  "type": "array"
+}

addedInput schema / properties / requestedOutputLocales

Added value: +{
+  "items": {
+    "type": "string"
+  },
+  "maxItems": 20,
+  "type": "array"
+}

addedInput schema / properties / resolvedContentLocale
```
Added value: +{
+  "type": "string"
+}
```
addedInput schema / properties / routine / properties / contentLocale
```
Added value: +{
+  "type": "string"
+}
```

addedInput schema / properties / routine / properties / contentLocales

Added value: +{
+  "items": {
+    "type": "string"
+  },
+  "maxItems": 20,
+  "type": "array"
+}

addedInput schema / properties / routine / properties / defaultContentLocale
```
Added value: +{
+  "type": "string"
+}
```

addedInput schema / properties / routine / properties / languageVariantGroupId

Added value: +{
+  "maxLength": 160,
+  "minLength": 1,
+  "type": "string"
+}

addedInput schema / properties / routine / properties / marketContext

Added value: +{
+  "properties": {
+    "currency": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "targetMarket": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "targetMarkets": {
+      "items": {
+        "type": "string"
+      },
+      "type": "array"
+    },
+    "timeZone": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    }
+  },
+  "type": "object"
+}

addedInput schema / properties / routine / properties / marketLanguageProfile

Added value: +{
+  "additionalProperties": {},
+  "propertyNames": {
+    "type": "string"
+  },
+  "type": "object"
+}

addedInput schema / properties / routine / properties / requestedOutputLocales

Added value: +{
+  "items": {
+    "type": "string"
+  },
+  "maxItems": 20,
+  "type": "array"
+}

addedInput schema / properties / routine / properties / resolvedContentLocale
```
Added value: +{
+  "type": "string"
+}
```
addedInput schema / properties / routine / properties / sourceLocale
```
Added value: +{
+  "type": "string"
+}
```

addedInput schema / properties / routine / properties / supportedContentLocales

Added value: +{
+  "items": {
+    "type": "string"
+  },
+  "maxItems": 20,
+  "type": "array"
+}

addedInput schema / properties / routine / properties / targetMarket

Added value: +{
+  "maxLength": 160,
+  "minLength": 1,
+  "type": "string"
+}

addedInput schema / properties / routine / properties / targetMarkets

Added value: +{
+  "items": {
+    "maxLength": 160,
+    "minLength": 1,
+    "type": "string"
+  },
+  "maxItems": 50,
+  "type": "array"
+}

addedInput schema / properties / sourceLocale
```
Added value: +{
+  "type": "string"
+}
```

addedInput schema / properties / supportedContentLocales

Added value: +{
+  "items": {
+    "type": "string"
+  },
+  "maxItems": 20,
+  "type": "array"
+}

addedInput schema / properties / targetMarket

Added value: +{
+  "maxLength": 160,
+  "minLength": 1,
+  "type": "string"
+}

addedInput schema / properties / targetMarkets

Added value: +{
+  "items": {
+    "maxLength": 160,
+    "minLength": 1,
+    "type": "string"
+  },
+  "maxItems": 50,
+  "type": "array"
+}

Changed14 schema fields changedSep 30, 2026

addedInput schema / properties / advertiserContext / properties / approvedBenefits

Added value: +{
+  "default": [],
+  "items": {
+    "maxLength": 400,
+    "minLength": 1,
+    "type": "string"
+  },
+  "maxItems": 20,
+  "type": "array"
+}

addedInput schema / properties / advertiserContext / properties / approvedClaims

Added value: +{
+  "default": [],
+  "items": {
+    "maxLength": 500,
+    "minLength": 1,
+    "type": "string"
+  },
+  "maxItems": 30,
+  "type": "array"
+}

addedInput schema / properties / advertiserContext / properties / brandPositioning

Added value: +{
+  "maxLength": 1200,
+  "minLength": 1,
+  "type": "string"
+}

addedInput schema / properties / advertiserContext / properties / brandSummary

Added value: +{
+  "maxLength": 1600,
+  "minLength": 1,
+  "type": "string"
+}

addedInput schema / properties / advertiserContext / properties / category

Added value: +{
+  "maxLength": 160,
+  "minLength": 1,
+  "type": "string"
+}

addedInput schema / properties / advertiserContext / properties / competitors

Added value: +{
+  "default": [],
+  "items": {
+    "maxLength": 400,
+    "minLength": 1,
+    "type": "string"
+  },
+  "maxItems": 16,
+  "type": "array"
+}

addedInput schema / properties / advertiserContext / properties / ctaGuidance

Added value: +{
+  "default": [],
+  "items": {
+    "maxLength": 300,
+    "minLength": 1,
+    "type": "string"
+  },
+  "maxItems": 16,
+  "type": "array"
+}

addedInput schema / properties / advertiserContext / properties / keyMessages

Added value: +{
+  "default": [],
+  "items": {
+    "maxLength": 400,
+    "minLength": 1,
+    "type": "string"
+  },
+  "maxItems": 16,
+  "type": "array"
+}

addedInput schema / properties / advertiserContext / properties / market

Added value: +{
+  "maxLength": 80,
+  "minLength": 1,
+  "type": "string"
+}

addedInput schema / properties / advertiserContext / properties / officialDomain

Added value: +{
+  "maxLength": 240,
+  "minLength": 1,
+  "type": "string"
+}

addedInput schema / properties / advertiserContext / properties / products

Added value: +{
+  "default": [],
+  "items": {
+    "maxLength": 300,
+    "minLength": 1,
+    "type": "string"
+  },
+  "maxItems": 20,
+  "type": "array"
+}

addedInput schema / properties / advertiserContext / properties / propositions

Added value: +{
+  "default": [],
+  "items": {
+    "maxLength": 400,
+    "minLength": 1,
+    "type": "string"
+  },
+  "maxItems": 20,
+  "type": "array"
+}

addedInput schema / properties / advertiserContext / properties / services

Added value: +{
+  "default": [],
+  "items": {
+    "maxLength": 300,
+    "minLength": 1,
+    "type": "string"
+  },
+  "maxItems": 20,
+  "type": "array"
+}

addedInput schema / properties / advertiserContext / properties / targetAudience

Added value: +{
+  "default": [],
+  "items": {
+    "maxLength": 400,
+    "minLength": 1,
+    "type": "string"
+  },
+  "maxItems": 16,
+  "type": "array"
+}

AddedSep 29, 2026

TDQS

B3.3/5.0

Behavior3/5

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

Strong added context beyond the annotations: billable usage, durable execution, validate_only/preview_only/execute modes, a partial-failure policy (preserve_qualified_evidence_and_signals), and deterministic idempotency-key derivation on replay. However, the tool performs external web research (maxSearches, allowedSourceDomains, 'source-backed external context') while annotations declare openWorldHint=false, which misdescribes the tool's interaction model and could cause an agent to under-estimate cost or external side effects.

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

Conciseness3/5

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

The first two sentences are well front-loaded and earn their place, but the rest drifts into execution-classification metadata and a long block of UI-rendering instructions ('Never display raw JSON...') that belong in a system prompt, plus a doubled period in 'creative..'. Roughly half the text is not about tool selection or invocation.

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

Completeness5/5

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

Return-value explanation is unnecessary because an output schema exists and the description correctly points at assistantSummary as the entry field, and the annotations plus prose cover cost, idempotency, and failure behaviour. For a research-run tool of this shape, an agent has enough to call it safely even without per-parameter documentation.

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

Parameters2/5

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

Schema description coverage is 0% across 22 top-level parameters, including large nested objects (policy, routine, advertiserContext, researchInstructions, marketContext) that the description never explains. The only parameter-level meaning added is the seatId/seatName write requirement and idempotencyKey handling — and idempotencyKey is not even present in the input schema, while advertiserId is described as required by the prose but is optional in the schema.

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?

The opening states a specific verb and resource ('Run bounded, current World Intelligence') plus the output ('source-backed external context and creative opportunities') and the negative scope ('never publishes or activates creative'). That lets an agent distinguish it from the read-side siblings (get_world_intelligence, get_world_opportunity), though it never names those alternatives explicitly.

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?

It gives response-handling guidance ('Use assistantSummary first', 'Mention IDs only when useful') and a hard precondition for writes (seatId/seatName must be supplied on the exact call when multiple seats are authorised), but it never says when to choose this over leanriq_run_world_intelligence, build_world_research_profile, or run_creative_intelligence, and gives no when-not-to-use criteria.

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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