[META] Create AI agents that use the design system metadata schema to support AI design system PoC
>>> [!note] Migrated issue
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Reported by: [kristen pol](https://www.drupal.org/user/8389)
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<p>--- AI TRACKER METADATA ---<br>
<strong>Update Summary: </strong>[META] Create AI agents that use the design system metadata schema to support AI design<br>
<strong>Check-in Date: </strong>MM/DD/YYYY (US format) [When we should see progress/get an update]<br>
<strong>Due Date:</strong> MM/DD/YYYY (US format) [When the issue should be fully completed]<br>
<strong>Blocked by:</strong> [#XXXXXX] (New issues on new lines)<br>
<strong>Additional Collaborators:</strong> @username1, @username2<br>
AI Tracker found here: <a href="https://www.drupalstarforge.ai/" title="AI Tracker">https://www.drupalstarforge.ai/</a><br>
--- END METADATA ---</p>
<h3 id="summary-problem-motivation">Problem/Motivation</h3>
<p>This work has been ongoing since last week. We need agents that work with the design system metadata schema information to make smart decisions and have improved output.</p>
<p>This is part of:</p>
<p><span class="drupalorg-gitlab-issue-link project-issue-status-info project-issue-status-1"><a href="https://www.drupal.org/project/ai_initiative/issues/3541783" title="Status: Active">#3541783: [Meta] Create an AI Powered Design System PoC for Canvas</a></span></p>
<h3 id="summary-proposed-resolution">Proposed resolution</h3>
<p>Create the necessary AI agents to consume the design system metadata and use it for decision-making.</p>
<p>Testing will happen with <span class="drupalorg-gitlab-issue-link project-issue-status-info project-issue-status-7"><a href="https://www.drupal.org/project/ai_initiative/issues/3542994" title="Status: Closed (fixed)">#3542994: [META] Use CivicTheme for testing AI-powered design system metadata</a></span></p>
<p>Schema definition is being reviewed here <span class="drupalorg-gitlab-issue-link project-issue-status-info project-issue-status-17"><a href="https://www.drupal.org/project/ai_initiative/issues/3543000" title="Status: Closed (outdated)">#3543000: Create design system metadata schema to support AI design system PoC</a></span></p>
<h3 id="summary-remaining-tasks">Remaining tasks</h3>
<ul>
<li>(WIP) Experiment with agents by creating a fork of XB and updating it directly to avoid blockers</li>
<li>(WIP) Share this work with the wider team to get feedback on the approach</li>
<li>Settle on the best architecture and define the agents that will be created and where they will live</li>
</ul>
> Related issue: [Issue #3541783](https://www.drupal.org/node/3541783)
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