LeanrIQ

LeanrIQ Creative Runtime: Default preview mode works without Studio and stores research, briefs, builds, QA, and previews in a LeanrIQ workspace. collaborate keeps proposals non-destructive; operate deliberately creates Studio work. Publish is never inferred: traffic_ready and publish remain explicit governed Studio actions. (deprecated alias)

leanriq_launch_creative_campaign

Idempotent

LeanrIQ Creative Runtime: Default preview mode works without Studio and stores research, briefs, builds, QA, and previews in a LeanrIQ workspace. collaborate keeps proposals non-destructive; operate deliberately creates Studio work. Publish is never inferred: traffic_ready and publish remain explicit governed Studio actions.. Deprecated alias for launch_creative_campaign. Classification: writes to Studio, creates billable AI usage, publishes externally. Execution: synchronous. Task support: forbidden. Mutation modes: validate_only, preview_only, execute. Partial failure policy: completed_items_not_rolled_back. 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	Default
`KPI`	No
`cta`	No
`tone`	No
`brand`	No
`force`	No
`offer`	No
`budget`	No
`seatId`	No
`channel`	No
`endDate`	No
`product`	No
`audience`	No
`elements`	No
`flightId`	No
`headline`	No
`platform`	No
`seatName`	No
`vertical`	No
`accountId`	No
`mustAvoid`	No
`objective`	Yes
`skippable`	No
`startDate`	No
`approvalId`	No
`campaignId`	No
`flightName`	No
`constraints`	No
`creativeIds`	No
`destination`	No
`funnelStage`	No
`mustInclude`	No
`persistence`	No
`targetSizes`	No
`workspaceId`	No
`advertiserId`	No
`campaignName`	No
`deliverables`	No
`saveToStudio`	No
`sourceLocale`	No
`targetMarket`	No
`contentLocale`	No
`executionMode`	No	preview
`marketContext`	No
`targetMarkets`	No
`contentLocales`	No
`idempotencyKey`	No
`landingPageUrl`	No
`sourceAssetIds`	No
`supportingCopy`	No
`thirdPartyTags`	No
`durationSeconds`	No
`revisionRequest`	No
`workspaceSource`	No
`performanceEvidence`	No
`defaultContentLocale`	No
`sourceFrameImageUrls`	No
`workspaceAccessToken`	No
`marketLanguageProfile`	No
`resolvedContentLocale`	No
`languageVariantGroupId`	No
`requestedOutputLocales`	No
`createCampaignIfMissing`	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.

Changed12 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 / requestedOutputLocales

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

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

Changed1 schema field changedOct 6, 2026

addedInput schema / properties / sourceFrameImageUrls

Added value: +{
+  "items": {
+    "maxLength": 4000,
+    "type": "string"
+  },
+  "maxItems": 3,
+  "type": "array"
+}

Changed6 schema fields changedOct 5, 2026

addedInput schema / properties / cta

Added value: +{
+  "maxLength": 500,
+  "minLength": 1,
+  "type": "string"
+}

addedInput schema / properties / durationSeconds

Added value: +{
+  "maximum": 120,
+  "minimum": 5,
+  "type": "integer"
+}

addedInput schema / properties / headline

Added value: +{
+  "maxLength": 500,
+  "minLength": 1,
+  "type": "string"
+}

addedInput schema / properties / skippable
```
Added value: +{
+  "type": "boolean"
+}
```

addedInput schema / properties / sourceAssetIds

Added value: +{
+  "items": {
+    "maxLength": 240,
+    "minLength": 1,
+    "type": "string"
+  },
+  "maxItems": 50,
+  "type": "array"
+}

addedInput schema / properties / supportingCopy

Added value: +{
+  "maxLength": 500,
+  "minLength": 1,
+  "type": "string"
+}

Changed1 schema field changedOct 2, 2026

addedInput schema / properties / creativeIds

Added value: +{
+  "items": {
+    "maxLength": 240,
+    "minLength": 1,
+    "type": "string"
+  },
+  "maxItems": 24,
+  "minItems": 1,
+  "type": "array"
+}

Changed1 schema field changedSep 30, 2026

addedInput schema / properties / thirdPartyTags

Added value: +{
+  "items": {
+    "additionalProperties": false,
+    "properties": {
+      "creativeId": {
+        "maxLength": 240,
+        "minLength": 1,
+        "type": "string"
+      },
+      "name": {
+        "maxLength": 240,
+        "minLength": 1,
+        "type": "string"
+      },
+      "tag": {
+        "maxLength": 12000,
+        "minLength": 1,
+        "type": "string"
+      }
+    },
+    "required": [
+      "tag"
+    ],
+    "type": "object"
+  },
+  "maxItems": 3,
+  "type": "array"
+}

First observedAug 12, 2026

TDQS

A3.9/5.0

Behavior5/5

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

Beyond the annotations (which only give readOnly=false, idempotent=true, destructive=false, openWorld=true), the description discloses billable AI usage, external publishing, synchronous execution, forbidden task support, mutation modes (validate_only/preview_only/execute), and a partial-failure policy of completed_items_not_rolled_back. It also explains idempotency-key derivation and the hard requirement to pass seatId/seatName on the exact call when multiple seats are authorized.

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

Conciseness2/5

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

The description repeats the long title verbatim before adding any new information, and the most important fact (deprecated alias) is not front-loaded. The bulk of the length is duplicated text rather than earned content, hurting scanability for an agent trying to pick a tool quickly.

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

Completeness4/5

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

An output schema exists, so return values need not be explained, and the description richly covers governance, safety, idempotency, and seat requirements appropriate to a high-stakes mutation. The remaining gap is parameter-level completeness for a 63-field schema, but the behavioral coverage is strong enough that an agent can call it correctly on the important dimensions.

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 0% across 63 parameters, so the schema carries almost no param meaning. The description compensates only for a few critical ones (idempotencyKey, seatId/seatName, executionMode/persistence semantics); the large majority of parameters remain undocumented, so it does not fully cover the gap but adds meaningful context on the fields that matter most.

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 description states a concrete verb+resource (launch a creative campaign, default preview mode, stores research/briefs/builds/QA/previews in a workspace) and explicitly identifies itself as a 'Deprecated alias for launch_creative_campaign,' which distinguishes it from the canonical sibling. Purpose is clear, though it is buried under repeated title text rather than stated up front.

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

Usage Guidelines4/5

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

It gives real guidance on mode selection: default preview works without Studio, 'collaborate keeps proposals non-destructive,' 'operate deliberately creates Studio work,' and 'Publish is never inferred' so traffic_ready/publish must be explicit. It also states seat and idempotency requirements for mutation. It does not explicitly say when to prefer this tool over the canonical launch_creative_campaign, leaving the deprecated-alias choice to inference.

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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