👁 19 | Tristan Schulze lately updated this on September 1, 2026
Working with Open Source image generator workflows is often a pretty prompt engineering intensive piece of work. With the proper …
Working with Open Source image generator workflows is often a pretty prompt engineering intensive piece of work. With the proper combination of image generator and LLM, working side by side, we can use natural language to improve the image generation quality in almost every possible design related way. STUDIO is a small webbased UI, that combines ComfyUI API image model calls with OpenWebUI API LLM calls. The LLM is fixed to output suitable prompt variations, that suit the selected model and the instructions of the user. All generated results are saved locally ( except the raw image data, that is left on the GPU server ). This prototype needs both a fully setup ComfyUI instance with all Models needs – plus a suitable OpenWebUI instance or another API access to a proper LLM ( like Deepseek, Claude, Mistral )
screenshot TURBOIMAGE STUDIO v0.1
example work with STUDIO
initial prompted image with „an oak tree with diapers on it.“
INSTRUCTION: Transform the image into a handmade black and white engraving graphics.
second iteration done by the LLM „A detailed black and white copperplate engraving of a majestic oak tree draped in hanging diapers. Every line is etched with precision, showing the intricate cross-hatching of the heavy branches and the delicate folds of the fabric. The diapers hang heavily, caught in the fine stippling of the shading. Harsh, dramatic side-lighting from an unseen source creates high contrast, carving deep shadows into the bark and bright highlights on the cloth. Style: Classical Engraving Mood: Somber and antique“
INSTRUCTION: Put the graphics in an all wooden baroque frame and add a labels saying „FLUX2KLEIN ♥ LLM“.
Third iteration done by the LLM: „A high-contrast black and white graphic print depicting a majestic oak tree wrapped in flowing ribbons of cloth. The entire composition is encased in a heavy, sculptural Baroque frame made of dark wood. The frame features deep wood grain and swirling carvings, including a prominent lower panel with the inscription FLUX2KLEIN ♥ LLM. Dramatic top-down spotlighting creates stark highlights on the white paper and pitch-black ink lines. The texture of the etched wood blends seamlessly into the botanical illustration. Style: Baroque Graphic Mood: Dramatic“
