AI DevKit provides a command interface and local SQLite memory layer that works across multiple AI coding tools including Claude Code, Cursor, Codex CLI, and others. It enforces structured workflows through commands like /new-requirement, /review-design, /execute-plan, and verify gates that require fresh test or build output before completion. The tool also includes an agent console TUI for monitoring and controlling running AI agents.