A million curated prompts. Your models. One studio — search by meaning, search by vibe, compose, and generate without leaving the page.
O.P.S. is a prompt research and composition studio that treats your archive and your hardware as first-class citizens.
Meaning-based search over ~1 million de-duplicated prompts from the 2022 Krea / Stability community archive. Near-instant, fully offline.
Drop in any image or type a mood. Find the prompts that match the look, not just the words.
Family-aware templates for Krea2, Flux 2, Flux Klein and more — prose or structured, with live preview.
Queue prompts, watch thumbnails land one by one, and open a gallery where every image remembers its exact recipe.
Search, browsing and composition work with zero extra software. Everything else is optional and detected automatically.
Background previews and batch rendering through your own ComfyUI server, with per-family defaults and provenance sidecars for every image.
A one-click prompt optimizer that rewrites archive prompts for modern Krea2 / Flux families, using any local LLM you load.
The archive, the index and the app run on your machine. No accounts, no cloud, no telemetry.
Born from the 2022 Krea / Stability community prompt archive, Open Prompts Studio keeps those prompts open — searchable, composable, and wired to whatever models you run. Hence the name.