CIVITAI / Workflows

Prompt Relay Director | LTX 2.3 Dual-Character LoRA Dialogue Workflow

This workflow is designed as a Prompt Relay director for LTX 2.3 storytelling, dual-character dialogue, and dual-character LoRA prompt formatting. Its main purpose is not to generate the video directly, but to help creators turn messy ideas, rough Chinese notes, images, storyboard grids, short dialogue drafts, or incomplete scene concepts into a clean LTX 2.3 Prompt Relay format using only two fields: global_prompt and local_prompts. The workflow uses an LLM API node as the prompt director. It can analyze uploaded images, multiple images, rough prompts, short Chinese phrases, dialogue ideas, style requests, duration requirements, no-dialogue instructions, and storyboard-style references. After analyzing the input, it restructures everything into a usable Prompt Relay prompt that is much easier to paste into an LTX 2.3 video workflow. The core value of this workflow is standardization. Many LTX 2.3 video failures are not caused by the model alone, but by prompts that mix global rules, timeline events, dialogue, camera instructions, sound design, and negative restrictions in the wrong place. This workflow separates those elements clearly. The global_prompt locks the full-video anchors: scene, character identities, left-right placement, costumes, props, lighting, camera baseline, sound atmosphere, dialogue status, and stability restrictions. The local_prompts only describe time-specific events: actions, gestures, reactions, camera movement, object changes, dialogue lines, and timed sound effects. This is especially useful for dual-character LoRA scenes. Two-person video generation is difficult because characters may swap sides, merge, change style, lose identity, or produce chaotic body movement. This workflow forces the prompt to lock left-right positions, stable identities, stable character styles, natural eye contact, controlled gestures, and medium two-shot camera logic. It also adds restrictions such as no face swapping, no duplicated characters, no extra people, no wrong mouth movement, no mismatched lip sync, no subtitles, no screen text, no watermark, no jump cuts, and no random costume or style changes. The workflow also handles dialogue intelligently. If the user provides dialogue, the prompt director shortens and rewrites it into natural Mandarin lines suitable for lip sync. If the user does not ask for dialogue, it does not force speaking. If th