Refract
An AI workflow that critiques, edits, documents, and publishes image work from a GitHub pipeline.
A self-correcting photography log
Push a photo to GitHub. Refract handles the review, edit, documentation, and publish steps.
A GitHub Actions workflow triggers a three-stage pipeline: multiple LLMs (Claude, GPT-4o, Gemini) analyze the photo and generate critique + improvement suggestions, an AI editor applies the enhancements, and a static site generator publishes the before/after with full documentation of what changed and why.
Pipeline
- Multi-Critic — Claude + GPT-4o + Gemini each review the photo independently
- Editor — Gemini image generation applies the agreed improvements
- Generator — Jinja2 rebuilds the static site; GitHub Pages deploys it
Stack
Python · GitHub Actions · Anthropic Claude · OpenAI GPT-4o · Google Gemini · Jinja2 · PIL