Optimized prompts for ChatGPT, Claude, Gemini, Grok, Midjourney, and more
A step-by-step ControlNet recipe using Reference-only on Animagine XL 3.1 to achieve remove background cleanly with hair detail with ESRGAN finishing.
A step-by-step ControlNet recipe using Reference-only on Flux.1 [dev] to achieve generate a 4-view character turnaround sheet with ESRGAN finishing.
A step-by-step ControlNet recipe using Reference-only on Juggernaut XL v10 to achieve apply brand style to any input image with SwinIR finishing.
A step-by-step ControlNet recipe using Reference-only on Animagine XL 3.1 to achieve batch-generate 20 hero banner variations with SwinIR finishing.
A step-by-step ControlNet recipe using Reference-only on Flux.1 [dev] to achieve style transfer from reference image with SwinIR finishing.
A step-by-step ControlNet recipe using Reference-only on Flux.1 [dev] to achieve turn photo into anime with Topaz Gigapixel AI finishing.
A step-by-step ControlNet recipe using Reference-only on RealVisXL V4.0 to achieve turn pencil sketch into finished painting with SUPIR finishing.
A step-by-step ControlNet recipe using Reference-only on Flux.1 [schnell] to achieve inpaint a missing object into a scene with SwinIR finishing.
A step-by-step ControlNet recipe using Shuffle on Pony Diffusion XL to achieve inpaint a missing object into a scene with SwinIR finishing.
A step-by-step ControlNet recipe using Shuffle on Flux.1 [schnell] to achieve outpaint a portrait into a full environment with CCSR finishing.
A step-by-step ControlNet recipe using Shuffle on RealVisXL V4.0 to achieve consistent character across 8 poses with CCSR finishing.
A step-by-step ControlNet recipe using Shuffle on SD3.5 Large to achieve turn photo into anime with CCSR finishing.
More prompt categories in this space.
Vibe coding workflows, app architecture, bug fixing, and mobile dev prompts
Meeting notes, project planning, research assistance, and summarization
Course creation, tutoring, assessments, and study guide prompts
UI/UX design, brand identity, design systems, and presentation prompts