The Cinematic Consistency Protocol (CCP v1.0)

A Technical Manifesto for Cross-Model Visual Continuity in Multi-Modal Diffusion Pipelines

Preamble: The Problem of Cross-Model Visual Drift

In high-end cinematic production, visual continuity is non-negotiable. When anchoring a sequence with FLUX 2 (still generation) and extending into motion via LTX 2.3 or Wan 2.1 (video generation), we face a fundamental architectural mismatch: image diffusion models optimize for spatial fidelity, while video diffusion models optimize for temporal coherence. Without a standardized translation layer, "visual soul"—the specific quality of light, lens, and grain—dissolves between modalities.

This protocol defines the Anchor → Translate → Verify pipeline for maintaining cinematic identity across model boundaries.

1. The Anchor Protocol: Extracting & Encoding Visual Essence

1.1 FLUX 2 Anchor Generation (The "Still Bible")

FLUX 2 demonstrates superior adherence to structured, technical prompting and supports JSON-structured inputs that function like micro-APIs for cinematography . The anchor image must be generated with extractable parameters.