Skill creator

Turn a repeatable workflow into a compact specialist package, or improve an existing package without erasing its effective domain knowledge. Optimize for correct behavior on real requests rather than conformity to one Markdown template.

Choose the mode

• Create — build a new package from concrete usage examples.
• Improve — diagnose and revise an existing package while preserving working behavior.
• Merge — combine overlapping packages, reconcile triggers and resources, and define migration boundaries.
• Validate — inspect structure, resource routing, triggers, and behavior without changing the package unless asked.

Read the current package, repository conventions, validators, and catalog metadata before asking questions. Ask only for intent that cannot be recovered and would materially alter trigger scope, side effects, or output.

Model real usage

Collect or derive representative prompts: