The Ultimate ComfyUI Workflow: Using Qwen-VL to Reverse-Engineer Prompts from ANY Image or Video!

???? Tired of writing endless prompts for your AI videos? What if your images and videos could write their own, perfect prompts? Welcome to the next level of AI content creation!
In this tutorial, I'll introduce you to Qwen-VL, one of the most powerful vision-language models available today. I'll show you exactly how to integrate it into your ComfyUI workflow to unlock incredible new possibilities. You will learn:
✨ The Magic of Reverse-Engineering Prompts: Upload any image or video and watch as Qwen-VL acts like an expert film director, automatically generating a professional, JSON-formatted prompt. It details everything from composition and lighting to a frame-by-frame "action sequence" for creating truly dynamic videos!
✨ From Simple Idea to Full Script: Suffering from creative block? Just give Qwen-VL a simple theme (e.g., "a girl in the wind"), and it will generate a rich, detailed, and actionable prompt ready for video generation.
✨ Exclusive Prompt Engineering Templates: I'll share my custom-built prompt templates (in both English and Chinese) that guide Qwen-VL to understand your vision with precision, ensuring your final video is packed with motion and narrative.
We'll explore stunning examples of what this workflow can achieve and also discuss the model's current limitations when dealing with complex scenes and actions, giving you a realistic and comprehensive understanding.
Whether you're a beginner or a pro at ComfyUI, this video will fundamentally change how you approach AI video generation. Get ready to make your creations stand out!
#runninghub #QwenVL #ComfyUI #AIVideo #GenerativeAI #PromptEngineering #VisionModel #TextToVideo #AITutorial #StableDiffusion #AIart #ArtificialIntelligence #AIContentCreation #TechTutorial
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Qwen3-VL-4B-Instruct:
https://huggingface.co/Qwen/Qwen3-VL-4B-Instruct
ComfyUI-QwenVL:
https://github.com/1038lab/ComfyUI-QwenVL

comfyUI-workflow-online
1: video_wan2_2_14B_qwenvl-prompt-generate
Experience link: https://www.runninghub.ai/post/1981270580760576001/?inviteCode=kol02-rh021
2: video_wan2_2_14B_qwenvl-image-prompt-video
Experience link: https://www.runninghub.ai/post/1981180403119808514/?inviteCode=kol02-rh021
3: video_wan2_2_14B_qwenvl-video-prompt-video
Experience link: https://www.runninghub.ai/post/1981195099193376769/?inviteCode=kol02-rh021

Runninghub Fan Benefit: Register to get 1,000 RHB
https://www.runninghub.ai/?utm_source=kol02-RH021

workflow and prompt engineering download：
https://github.com/amao2001/ganloss-latent-space/tree/main/workflow/2025-10-24%20qwen3vl
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