Show uncertainty
Recovered recipe details are separated from inferred details, and missing model resources are made visible instead of being hidden behind a confident-looking button.
AI workflow studio
BANKSYLAB
A local-first studio for discovering generative-image recipes, understanding how they were made, remixing them, and preparing repeatable ComfyUI workflows.
Inside the build
PROOF, NOT PROMISES.
Rebuilt product moments that let you feel the interaction—not just look at a screenshot.
BANKSY / PRESET STUDIO Engine ready
OUTCOME_FIRST
Start with the result.
Choose a proven recipe. Banksy handles the model and workflow details.
IDENTITYRECIPE RECOVERED
FaceSwapEditable workflow · model files verified · assumptions visible
SELECTED PRESETFaceSwap
+Identity faceChoose source
+Target photoAdd direction
Outcome-first studio
A complex generation workflow begins with the result someone wants—not a wall of model settings.
The brief
WHAT NEEDED TO BECOME POSSIBLE.
Generative-image discovery is easy; turning an interesting result into a reproducible workflow is not. Banksy explores a clearer path from inspiration to an editable generation recipe.
The working loop is browse, inspect, remix, generate, and save. The system combines live discovery feeds, explicit recipe confidence, persistent drafts, durable jobs, and a swappable ComfyUI workflow contract.
What it does
THE WORKING SYSTEM.
01
CivitAI image, video, and model discovery feeds
02
Recovered-versus-inferred recipe confidence
03
Editable, persistent ComfyUI workflow drafts
04
Owner-only access and durable PostgreSQL job records
05
RunPod readiness checks and an asynchronous engine adapter
Design decisions
THE PART THAT MAKES IT USEFUL.
Keep workflows portable
Banksy prepares complete API-format ComfyUI workflows rather than coupling the application to one prompt-only image endpoint.
Do not fake the last mile
GPU execution remains gated until the required model files and durable handlers are ready. The interface reports readiness instead of simulating a successful generation.
Built with
Banksy is an active HeyNate AI Lab project: a place to make complex generation systems more inspectable, repeatable, and human-directed.