Code and Change Review Assistance for Information Flow Ad Creative Testing: Tool Calling and Plugins

The data for this category comes primarily from ad delivery platforms, enterprise material libraries, user interaction data backends, and conversion

What Data for This Category Looks Like

The data for this category comes primarily from ad delivery platforms, enterprise material libraries, user interaction data backends, and conversion data reports. Regularly synced documents include creative scripts, material test sheets, delivery data reports, and iteration checklists. Data updates occur daily or weekly. Core fields include material unique identifiers, creative combinations (image/video/copy variants), delivery time periods, impressions, click-through rates, and conversion costs. Field dimensions adjust dynamically based on the test cycle, with no unified fixed field structure.

What Constraints These Characteristics Impose on Tool Calling and Plugin Workflows

Data sources for this category are scattered, update rhythms are inconsistent, and field dimensions are flexible. These factors create multiple constraints for tool calling and plugin configuration. First, connections to multiple types of heterogeneous interfaces such as ad platforms, material libraries, and data reports are required. Plugins must adapt to different authentication protocols and return formats. Second, data updates primarily occur daily or weekly. The trigger frequency of tool calls must match this rhythm to avoid triggering interface rate limits from high-frequency calls. Third, core fields adjust dynamically based on the test cycle. Plugins must support custom field mapping rules to adapt to parameter extraction for different test scenarios. Finally, creative review requires association with multi-dimensional delivery data. Tool call parameters must cover indicators such as impressions, clicks, and conversions, and parameter integrity must be verified during the change review phase.

How to Configure Settings

Configuration ItemRecommended ValueRationale
toolChoiceautoSupports automatically matching tools for the current review scenario, no manual specification of call items required
functionCall["query_material", "get_ad_metric", "calc_conversion"]Specifies core tools to call for the current scenario, covering three types of needs: material query, delivery indicator acquisition, and conversion calculation
Tool call timeout600 secondsMatches the average response delay of daily delivery data, prevents review task failures caused by interface fluctuations
Bulk data limitTop 10 creative combinationsControls the amount of data returned per call, adapts to the lightweight verification needs of reviews
Field mapping rulesDetermined based on actual testingAdapts to dynamic field requirements for different test scenarios, covers core indicators such as impressions, clicks, and conversions
Change review trigger conditionTriggered upon submission of creative iteration checklistsMatches the daily creative iteration process nodes, ensures all change items are included in the review scope

Three Common Misconfigurations

  • Phenomenon: An MCP tool call prompts that only the stdio process is supported, and tools packaged with the sse protocol cannot be used. Cause: The appropriate communication protocol was not correctly selected in the FastGPT v4.17.0 plugin configuration. The default enabled stdio mode is incompatible with sse packaging.
  • Phenomenon: The interface call succeeds, but the extracted output fields are empty. Cause: No field mapping rules matching the interface return format were configured, so target fields in the returned data cannot be identified.
  • Phenomenon: Tool call times out, returning a 504 status code. Cause: The set timeout period is shorter than the average interface response delay, or the number of creative combinations called in bulk exceeds the interface's carrying limit.

How to Confirm Configuration is Complete

  • Check the communication protocol options on the plugin configuration page, confirm that the mode matching the tool packaging method is selected.
  • Submit a test creative change, check whether the tool call return results include preset core indicator fields.
  • Simulate a bulk call scenario, verify that the tool call response time meets expectations.
  • Check the change review trigger logs, confirm that the tool call process is automatically triggered after the iteration checklist is submitted.

The values provided are common starting points and should be measured against the reader's own samples.

Question material comes from public community discussions. Configuration values are common starting points and should be measured against your own samples. Verified on 2026-10-19.