Context Engineering Playbook Generator

Produces a team-specific context engineering playbook for AI coding agents — codifies the AgentState schema, Context Pack assembly, planning-layer contract, memory-tier policy (working / episodic / semantic), retrieval discipline, and evaluation harness so a whole engineering org runs Claude Code / Cursor / Kiro / Windsurf against a shared discipline rather than one engineer's ad-hoc prompts. Complements a context-budget audit by producing the standing playbook the audit measures against.