AI Automation Builder

Current status

AI Automation Builder is experimental and does not work reliably enough to be a primary authoring workflow in the current release. Significant development time has already been spent on it, but further refinement is not a current priority because the core automation program and practical integrations take precedence.

Workflow

• Describe the required result.
• Answer clarification questions when required.
• Review the generated plan and draft.
• Run validation or dry-run checks.
• Apply the accepted changes to the project.

Review

Check selected signals, actions, field paths, conditions and plugin requirements. Generated output is not applied until the user accepts it.

Context

The builder collects only the project and catalog context required for the request according to its current context policy.

Limitations

Generated automations can be incomplete, incorrect, or less efficient than a manually assembled workflow. Treat every result as a draft, review every field, and test it with non-critical data before live use. Do not depend on this feature when learning the core editor.