AI CLI Tools
https://www.youtube.com/watch?v=EKG9kX86u0s
https://www.youtube.com/watch?v=EKG9kX86u0s
Agent-first CLIs need predictable contracts, runtime introspection, context discipline, input hardening, dry-run safety, and explicit operating invariants. This page gives a copy-paste checklist and a design-review template with review prompts and a scorecard.
Engineering spec to bring Plan, Comms, and Agent ETL CLIs to agent-grade standard. Dream team owns acceptance criteria; engineering owns implementation.