Vibe Coded a free local AI Image Critic with Ollama Vision — structured feedback + prompt upgrades for your gens

r/StableDiffusion
Generative AI Open Source AI

Hey r/StableDiffusion,Tired of copy-pasting every AI image into ChatGPT or Claude just to get decent critique? I vibe-coded a small desktop app that does it 100% locally with Ollama. It uses your vision model (llama3.2-vision by default, easy to switch) and spits out a clean report: “What Looks Great” + “What Could Be Improved” Quick scores: Anatomy / Color Harmony / Mood Overall rating with real reasoning Prompt Upgrade Suggestion (my favorite part - it literally tells you what phrases to add for the next generation) Works great on both Flux/SD3 anime stuff and photoreal gens.