Expand Paper Factory venue and GPU workflows - #8
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In last-cycle mode the venue's own taste is the direction, so the picker only invites a stale, misleading value - the studio is created with an open custom direction instead. The Venue picker stays: it is the one input the deep research cannot do without. Co-authored-by: Cursor <cursoragent@cursor.com>
Last-cycle mode gains a venue-page field: the URL is stored on the studio (create body or the venue action can set/override it) and leads the deep research prompt as the crawl entry point - awards or accepted-papers page first, own web search only as fallback. Co-authored-by: Cursor <cursoragent@cursor.com>
Studios created in last-cycle mode carry a venue_kickoff flag: the studio page drops the arXiv mining step entirely (steps renumber themselves), the subtitle says what is actually happening, plain Generate-ideas defaults to the venue report as its grounding, and its gating waits on the report instead of asking for a mining run that will never happen. Co-authored-by: Cursor <cursoragent@cursor.com>
A WSDM URL lost an argument with the dropdown's default ICLR: the agent dutifully surveyed the wrong conference and said so in its own summary. Now a supplied URL decides which venue gets researched - the catalog picker disappears in last-cycle mode and only ever chooses a paper template - and the research-then-ideas chain moved out of browser memory into the venue job itself, so a page reload can no longer strand a finished report without its ideas. Co-authored-by: Cursor <cursoragent@cursor.com>
Add WACV-ready paper generation, automatic paper startup, personalized research notes, and an SSH-based GPU scout so factory runs stay aligned with venue requirements without relying on the broken Slurm queue. Co-authored-by: Cursor <cursoragent@cursor.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Avoid wedging completed review panels on transient temporary-file cleanup and preserve the latest monitored paper progress. Co-authored-by: Cursor <cursoragent@cursor.com>
Adopt main's latest backend and UI design while retaining the factory-specific venue workflow and WACV support. Co-authored-by: Cursor <cursoragent@cursor.com>
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Summary
Test plan
.venv/bin/python -m pytest -q tests(290 passed)node --checkgit diff --checkMade with Cursor