AI Content Lifecycle

This module provides AI-powered content analysis to help content editors identify and review outdated or inaccurate content on their Backdrop CMS site.

• Automated Content Analysis: Uses the AI provider and model you select to analyze content based on configurable conditions
• Flexible Configuration: Set up different analysis criteria for different content types
• Batch Processing: Analyze all existing content at once or process content automatically as it's created
• Custom Prompts: Configure exactly what conditions should trigger a review flag

• Backdrop CMS 1.x
• PHP 8.2 or later
• AI module with at least one configured provider
• Entity Plus
• Entity UI
• Views (core)

1. Install and enable the AI module and configure a provider
2. Install and enable this module
3. Visit admin/config/ai/ai-content-lifecycle to configure

1. Navigate to admin/config/ai/ai-content-lifecycle
2. Select which AI model to use
3. Define your default analysis conditions (e.g., "mentions outdated information")
4. Select which content types should be analyzed
5. Optionally set specific conditions for each content type
6. Save configuration

After configuring the module, use the "Analyze Existing Content" button to process all published content of the selected types. The module will:

1. Extract text content from each node
2. Send it to AI with your configured prompts
3. Flag content that needs review based on the AI's analysis
4. Store the analysis results for editor review

Analysis results are stored as AI Content Lifecycle entities. Flagged content is listed at admin/content/ai-content-lifecycle, where each item links to its full analysis.

The module performs a two-step analysis:

1. Initial Check: Asks AI if content meets the configured conditions for review (responds with XTRUE/XFALSE)
2. Detailed Analysis: If flagged, requests a detailed explanation of why the content needs review

This approach minimizes API costs while providing useful feedback to content editors.

hook_ai_content_lifecycle_prepare_content($entity)

• Prepare custom content extraction for entities
• Return a string of content to analyze

hook_ai_content_lifecycle_prompt_alter(&$prompt, $entity)

• Modify the prompt before sending to AI
• Add custom tokens or context

hook_ai_content_lifecycle_content_alter(&$content, $entity)

• Modify the extracted content array before analysis
• Keys: 'title', 'content', 'updated', 'language'

Bugs and feature requests should be reported in the Issue Queue.

Justin Keiser

This module is a Backdrop CMS port of the Drupal AI Content Lifecycle module, adapted to work with the AI module instead of the Drupal AI module.

Original Drupal module maintainers:

• ayalon
• wouters_f

Backdrop port: Adapted for Backdrop CMS with AI module integration

• Developed with AI assistance.

GPL-2.0-or-later