Kevin Gilper
2cac6a5351
A reusable loop for iterating recipe settings against the real Krea 2 model:
- tweak_test.py: render engine - given a recipe (built-in label or a full
tweak bundle) + reference + prompt + strength + seed, renders on the ComfyUI
box and prints {name,image,metrics}. Pure mechanical work.
- recipe-tweak-test.workflow.js: orchestration - cheap Haiku agents render each
variant in parallel, then a Fable agent reads the images and scores each
against the recipe's stated intent, names the best, and recommends a change.
(cheapest tier does the manual work; the judge determines success.)
Demonstrated end-to-end: the judge correctly found that the style and palette
recipes barely transfer anything at their default strengths (a plain white
bowl even at 0.9), and that the model-aligned layer table made no visible
difference - confirming the layers are second-order and the real levers are
strength/treatment/shape. README documents the loop. Maintainer tooling under
docs/ (excluded from registry packs).
Documentation
Start here if you want to understand, install, or extend Krea Reference.
Choose A Path
| I want to... | Read this |
|---|---|
| See what the nodes can do | V10 visual HTML guide or V10 Markdown guide |
| Learn the core mental model | V9 visual HTML guide or V9 Markdown guide |
| Load a workflow quickly | Example workflows |
| Understand every recipe | Recipe section in the V9 Markdown guide plus the new V10 recipes |
| Configure a guide card | Guide Card V10 or Guide Card V9 |
| Configure the stack encoder | Stack Encoder V10 or Stack Encoder V9 |
| Understand how and why it works, or extend it | V9 technical paper (shared architecture) and V10 technical companion |
| Run maintainer checks | Testing guide |
Core Guides
- Krea 2 V10 documentation index
- Krea 2 V10 visual user guide
- Krea 2 V10 Markdown user guide
- Krea 2 V10 technical companion
- Krea 2 V9 documentation index
- Krea 2 V9 visual user guide
- Krea 2 V9 Markdown user guide
- Krea 2 V9 technical paper
- Node documentation
- Example workflows
Included Node Pages
- KG Krea 2 Image Guide Card V10
- KG Krea 2 Reference Stack Encoder V10
- KG Krea 2 Image Guide Card V9
- KG Krea 2 Reference Stack Encoder V9
Demo Assets
- V10 demo journeys with embedded workflows - input, settings, prompt, and result per demo
- V9 recipe demo PNGs with embedded workflows
- Synthetic source images