process-productionization

Use when moving an AI prototype past demo-ware into production with reliability, fallbacks, and on-call. Phrases like "demo works but production breaks", "need SLOs and evals", "AI still makes mistakes so benefit unclear", "fallback and human-in-loop design", "staged rollout plan", "go-live readiness gate" all trigger this skill. Runs the 5-stage pilot-to-production playbook anchored in Stanford's 51-deployments postmortem and NIST RMF MANAGE controls. Outputs a go-live verdict, remediation list, and week-by-week rollout schedule.

适合你，如果AI原型在demo环境运行正常但一上线就出问题。