Image & Video

LTX (Not-so) Easy Prompt By lora - daddy Qwen 3.5 Edition + High Quality Output Workflow.

New workflow uses a 9B LLM to turn rough ideas into fully engineered video prompts, tested on 24GB VRAM.

Deep Dive

A new community-built workflow is streamlining professional AI video generation by automating the most tedious part: prompt engineering. Built on top of the existing LTX2.3 DistilledAIO workflow by petunia866, creator LoRa-Daddy has integrated a specialized node powered by a 9B parameter LLM (Huihui-Qwen3.5). This 'Easy Prompt' node acts as an AI director, taking a user's rough concept—like "a detective slides a photograph across a table"—and automatically expanding it into a fully-fledged cinematic prompt. The generated prompt includes precise shot scale, camera movement, spatial blocking, sound design cues, and character descriptions, all calibrated to the exact frame count and clip length the user sets.

The workflow is designed for efficiency, recommending users start in a 'Fast' generation mode to quickly iterate and find the best seeds before committing resources to upscaling. It includes 35 distinct style presets (like 'Gravure,' 'Horror,' or 'Music Video') that bake in specific cinematic defaults, though users can manually override camera angles and movements. Key settings allow fine-tuning, such as a 'Creativity' slider (0.5 to 1.0), an option to let the LLM generate character dialogue, and forced negative prompts to steer the AI away from unwanted elements. By handling the complex prompt construction, this tool significantly lowers the barrier to creating high-quality, coherent video sequences with models like LTX-2.3.

Key Points
  • Automates cinematic prompt engineering using a 9B Qwen 3.5 LLM node to generate shot-by-shot directions from simple text.
  • Built on the LTX2.3 DistilledAIO workflow, it offers 35 style presets and key controls for creativity, dialogue, and negative prompting.
  • Optimized for a 16-32GB VRAM workflow, it recommends a 'Fast' mode for iteration before upscaling, doubling production efficiency.

Why It Matters

Dramatically reduces the skill barrier for creating professional, coherent AI video by automating complex cinematic prompt engineering.