auto-skill

You can draft reusable skill candidates by identifying recurring task patterns across development, testing, and documentation, then routing the generated drafts to skills/drafts/ for future reuse.

To prevent rediscovering task patterns, generate a skill draft when tasks require multiple tool calls or show repetition, saving the candidate blueprint for explicit review and later activation.

The review gate ensures AI skill drafts are routed to skills/drafts/ and require explicit approval before activation, guaranteeing drafts are not loaded into live sessions until reviewed.

No, drafted AI skills cannot be automatically loaded into live sessions because guardrails require explicit review and approval of drafts in skills/drafts/ prior to activation.

You need to generate a skill draft when your AI automation workflows show repeating task patterns or require multiple tool calls across development, testing, and documentation tasks.

Auto-drafting skills from task patterns is limited by governance guardrails, meaning drafts cannot be loaded or executed in live sessions until they pass an explicit manual review process.