AI Auto Processing

The AI Auto Processing tab in Content Structure allows you to configure AI to run automatically when content is saved.

This tab contains two features with different purposes:

Feature	Purpose
AI Auto Post-Processing	Automatically transforms or generates fields using AI after content is saved
AI Validation	Checks content validity using AI when content is saved

How to access

In the left menu, click [Content Structure] → click the title of the content structure you want to configure → click Extensions → [AI Auto Processing] in the left submenu.

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AI Auto Post-Processing

This feature automatically runs AI processing after content is saved, based on the prompt you specify.

Toggle [Enable] to ON to display the conversion rule settings.

Conversion Rules

Click [+ Add rule] to register multiple rules.

Prompt (required)

Enter instructions for the AI in natural language. You can specify processing such as reading one field's content and writing the result to another field.

Examples:

• "Summarize the body text in the body field to 200 characters or less and write it to the bodySummary field"
• "Read the content of the body field, choose one category from 'Technical' / 'Sales' / 'General Affairs', and write it to the category field"

Execution Timing

Option	Description
On create only	Runs only when new content is created
On create and update	Runs in both cases
On update only	Runs only when content is updated

Creation Status

Specifies the publication status of content to target for processing (e.g., target only "Published" content).

Options

Item	Description
Input fields	Select the fields to pass to the AI
Output fields	Select the fields where AI processing results are written
Use model / Use AI Agent	Choose whether to delegate processing directly to an LLM or to an AI Agent
Model	Specifies the AI model to use

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AI Validation

This feature checks content validity using AI based on the criteria specified in the prompt. If the AI determines there is an issue, the reason is displayed as an error message.

info

AI validation runs last, after the standard validations (such as required field checks) have been executed. If any standard validation returns an error, AI validation is not executed.

Toggle [Enable] to ON to display the validation rule settings.

Validation Rules

Click [+ Add rule] to register multiple rules.

Prompt (required)

Enter the validation criteria to pass to the AI. If the AI determines there is a problem, this content is displayed as an error message.

Examples:

• "Check that there are no inappropriate or offensive expressions"
• "Check that the customer name, deadline, and person in charge are all included"

Execution Timing

Select when to run the validation.

Input Fields

Select the fields to check.

Model

Specifies the AI model to use.

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Related Documentation

• Content Structure — AI Auto Processing
• Available constants in Kuroco