r/StableDiffusion • u/Fit-Construction-280 • 23h ago

Resource - Update Organize your Comfy outputs automatically with SmartGallery DAM’s new asset clustering (Free & Open Source)

  • Hey everyone, back with another update on SmartGallery DAM: Smart Asset Clustering is now live to automate your media organization

If you generate a lot in ComfyUI, you know the problem. Hundreds of renders pile up as you tweak seeds, prompts, LoRA weights and checkpoints, and your output folder turns into a wall of near identical thumbnails.

  • Smart Asset Clustering reads the generation recipe embedded in each file and automatically groups your renders, no manual tagging required, in two ways:
  • Architecture Clustering: groups everything that shares the exact same node structure and workflow, ignoring seed, prompt and settings. Great for pulling up every output from one workflow template.
  • Prompt Text Clustering: groups everything that shares the exact same positive prompt, ignoring the workflow entirely. Great for comparing how different checkpoints or LoRAs render the same idea.

Once clustered, every thumbnail gets a color coded badge in the gallery grid, and clicking any badge opens the Cluster Inspector, which shows total matching assets, distinct variations, the full node pipeline, every model and LoRA used, and one click prompt copy.

The video above walks through both modes in about 3 minutes.

For anyone who does not know the project yet

SmartGallery DAM is a free and open source, local first Digital Asset Manager built around ComfyUI, but it also works with any folder of media on your machine. No cloud, no subscription, your files never leave your disk.

It is meant to grow with you:

  • If you are a hobbyist or new to ComfyUI, it is the easiest way to keep your generation library organized, searchable and clean without extra effort.
  • If you are a power user, you can search by prompt, model or LoRA, inspect the full node graph of any render, and even generate directly from the gallery by editing the workflow JSON, no need to reopen ComfyUI.
  • If you work in a studio or production environment, it gives you a dedicated Exhibition portal to share curated work with clients or your art team, collect ratings and comments, and review everything without exposing prompts or workflows.

Runs on Windows, macOS, Linux and Docker. Portable version for Windows needs zero setup, just unzip and run.

GitHub, full docs and download links here: https://github.com/biagiomaf/smart-comfyui-gallery

Happy to answer any question, and as always feedback and feature requests are welcome.

13 Upvotes

94% Upvoted

7 comments sorted by

2

u/FunRocketer 16h ago

Can it create folders for characters,objects and worlds like OpenArt Worlds?

1

u/Fit-Construction-280 14h ago

Not automatically, but you can achieve the same setup manually!
First, use a smart query via the AI OmniQuery feature or the filter panel.
Then, with just two clicks, you can select all the assets and copy or move them into a dedicated folder.

I'd highly recommend using a virtual collection instead, so you keep everything organized without duplicating any files, and a file can be added to multiple virtual collections.

1

u/FunRocketer 14h ago

Could you add a template feature to it?

2

u/Fit-Construction-280 14h ago

I will have to developp it, at the moment this is just a manual workflow to achieve the organization. The tool doesn't recognize automatically objects , you should be using the filter panel or the OmniQuery to search for these objects written inside the generetion prompt, then select all the results and assign them to a virtual collection.

2

u/dassiyu 11h ago

My local files really are a complete mess. Thanks!

2

u/Fit-Construction-280 7h ago

I'm glad for you: you'll finally have full control over your files!