Optimized prompts for ChatGPT, Claude, Gemini, Grok, Midjourney, and more
A step-by-step ControlNet recipe using IP2P instruct on Flux.1 [dev] to achieve inpaint a missing object into a scene with 4x-UltraSharp finishing.
A step-by-step ControlNet recipe using IP2P instruct on Juggernaut XL v10 to achieve outpaint a portrait into a full environment with 4x-NMKD-Siax finishing.
A step-by-step ControlNet recipe using IP2P instruct on Pony Diffusion XL to achieve generate architectural elevations from floor plan with 4x-NMKD-Siax finishing.
A step-by-step ControlNet recipe using IP2P instruct on Flux.1 [schnell] to achieve consistent character across 8 poses with 4x-NMKD-Siax finishing.
A step-by-step ControlNet recipe using IP2P instruct on Juggernaut XL v10 to achieve photorealistic product shot from rough sketch with SUPIR finishing.
A step-by-step ControlNet recipe using IP2P instruct on Pony Diffusion XL to achieve restore and colorize an old photo with SUPIR finishing.
A step-by-step ControlNet recipe using IP2P instruct on Flux.1 [schnell] to achieve remove background cleanly with hair detail with SUPIR finishing.
A step-by-step ControlNet recipe using IP2P instruct on RealVisXL V4.0 to achieve generate a 4-view character turnaround sheet with Topaz Gigapixel AI finishing.
A step-by-step ControlNet recipe using IP2P instruct on SD3.5 Large to achieve apply brand style to any input image with Topaz Gigapixel AI finishing.
A step-by-step ControlNet recipe using IP2P instruct on AlbedoBase XL to achieve batch-generate 20 hero banner variations with Topaz Gigapixel AI finishing.
A step-by-step ControlNet recipe using IP2P instruct on DreamShaper XL Turbo to achieve style transfer from reference image with Real-ESRGAN x4plus finishing.
A step-by-step ControlNet recipe using IP2P instruct on SDXL 1.0 base to achieve swap outfit on a model while preserving identity with SUPIR 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