We present a consolidated, test-driven account of geometric electric dipole moments (EDMs) and CP violation within the MMA-DMF framework, compiled from the December 2025 audit archive and its Gold/Platinum/Diamond validation artifacts. The central claim is operational: CP violation is dynamically active during the electroweak window (ϕ˙≠0\dot{\phi} \neq 0ϕ˙=0) but becomes effectively static and screened at late times (ϕ˙→0\dot{\phi} \to 0ϕ˙→0), so present-day EDM searches must target transient spectra rather than only DC offsets. Crucially, the operational kernel is rigid and degree-of-freedom-free: the analysis is executed with a fixed “Golden” parameter set (no tunable degrees of freedom in the pipeline), and all detection statements are framed as falsifiable pass/fail criteria. We show how the density–time scaling law τ(ρenv)\tau(\rho_{\mathrm{env}})τ(ρenv) induces a mandatory downward-chirp “Sad Trombone” transient, and we specify a matched-filter protocol with density-aware templates. We also provide a laboratory handoff for the T-Environment density-swap experiment, including hardware requirements, timing constraints, logging schema, and acceptance criteria needed for an independent replication campaign.