Enumerates all project rules that apply to the Q-learning improvements: CPU read-only, no atomicAdd, mapped-pinned only, ISV-driven params, first-observation bootstrap, bilateral clamp, raw reward in replay, no stubs/TODO/feature flags, GPU oracle tests, local smoke before cluster, surfer philosophy constraints. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>