Developed and delivered a Seed Data Skill for the ClipboardHealth/core-utils repository, enabling AI agents to initiate the Generate Seed Data workflow through natural language commands. The solution automated seed data provisioning by mapping prompts to 19 distinct scenarios, collecting only required inputs, and orchestrating workflow execution with built-in safeguards to prevent destructive actions and block unsafe operations. Implemented GitHub Actions permissions and updated documentation to support developer clarity. The work leveraged AI development, natural language processing, and JavaScript, with ongoing validation to ensure reliable scenario discovery and execution. No bugs were reported or fixed during this period, reflecting focused feature delivery.