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feature_id: F-29 title: Hide Base-Model Filter for HuggingFace requirements:
- The base-model filter control (F-24) is shown for CivitAI and hidden whenever the active search platform is
HuggingFace ...
enhancement
feature_id: F-28 title: Side-by-Side Download View requirements:
- — a narrow scrollable list (max-height capped, internal scroll); each row shows a thumbnail, the name, the model
type (checkpoint, ...
enhancement
feature_id: F-27 title: Hashed Media Folder Names requirements:
- Media is saved to data/media/ hash /, where hash is derived deterministically (e.g. SHA-1 of the filename, or of
source_platform ...
enhancement
Bug
The agent loop-breaker s runaway backstop counts per-tool-type call totals and trips whenever any tool is used ≥15 times
— so 15+ distinct calls to one tool are mistaken for a stuck loop, aborted, ...
ready for review
feature_id: F-26 title: Mark Already-Installed Models in Download View requirements:
- For each search-result file/version, and for resolved paste-a-link targets, compare the target filename against ...
enhancement
feature_id: F-25 title: Library Filtering Sorting requirements:
- (built dynamically from the distinct base_model values present in the library), by file format (file extension), and
by source platform ...
enhancement
feature_id: F-24 title: Search Filtering Sorting requirements:
- (SDXL, Illustrious, Pony, Flux, Qwen, Z Image Turbo, Chroma, …) — options populated dynamically from the platform s
available values; ...
enhancement
Priority Improvements
Algorithmic Improvements
- Warm starting: use expected-value optimal solution as a warm start for the DRSO Benders decomposition — likely to
reduce solve time significantly; ...
algorithms
case-studies
improvement
feature_id: F-23 title: Base Model Source Metadata requirements:
- New base_model column on the models table (e.g. SDXL 1.0, Illustrious, Pony Flux.1 D, Qwen) — extends the F-08
schema
- On download ...
enhancement

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