What problem does it solve? Coordinating a tracked piece of work — from a tracker ticket through design, code, test, review, and CI/CD handoff — requires consistent stage orchestration, risk assessment, and record-keeping that manual processes handle inconsistently. ## Core Features & Use Cases - End-to-end change orchestration: Pulls an accepted ticket from your tracker, creates a DefProd change record, and walks it stage by stage under your product's pipeline config until a human gate, CI/CD handoff, or shipment. - Risk assessment and pipeline confirmation: Scores severity/occurrence/detection at accept and re-scores at design and code boundaries, with server-resolved risk categories and pipeline confirmation. - Driver overrides per run: Supports --auto, --auto-all, --interactive, and per-stage stage=driver overrides to control autonomy without editing product config. - Use Case: Run /defprod-change PAY-12 --auto review=human to promote a Jira ticket into a change record, execute all skill-backed stages autonomously, and hold a human approval gate at review before CI/CD takes over. ## Quick Start Invoke the skill with a ticket reference like /defprod-change PROJ-123 to create a change record and drive it through your product's configured pipeline stages.