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chore(v0.8.0): batch 4 - similar-crop search, VOC and Open Images import, whitepaper, processing-plans design - #426
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Design doc only (owner decision 2026-10-31); implementation follows #220. Closed branch vocabulary with per-route defaults, fail-closed validation, BLS over ensembles for C1 with the measurements to confirm it, interaction with the ingest load profile, selective embedding and #220, wire and contract changes, per-branch metrics, skip-proof tests and phases P0 to P6.
# Conflicts: # CHANGELOG.md
# Conflicts: # CHANGELOG.md
# Conflicts: # CHANGELOG.md # frontend/CHANGELOG.md # frontend/e2e/stubbed/test_a11y_axe.py # frontend/src/lib/components/review/ReviewCropPane.svelte
…nt settings The assist-run dialog and the auto-label loop panel enabled Start while a re-plan was still debouncing, so a click could start a run whose counts were never shown, and on a slow runner the button turned disabled under the click. The AssistButton test now drives the debounce with fake timers.
This was referenced Nov 1, 2026
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Summary
Batch 4 of the v0.8.0 work. Each item was built on its own branch, verified with tests seen failing on the base, and merged here with
--no-ff. The branch is up to date with main (batch 3 included).GET /curation/projects/{project}/search/similar.crop_id), with the same filters, default exclusions and page shape as text search. The page builder is shared between the two routes (refactor commit first)./clusters?similar_to=<crop id>.targetoption stay open on feat(search): similar-crop and image-to-crop search routes and a target option over crops #402.unlabeled, notnegative, since it contains objects.docs/WHITEPAPER.md, the public systems paper for the 0.7.0 work. Private-set numbers are labelled as such and never used as public results.docs/design/processing_plans_plan.md, the design for request-driven processing plans. Design only; the implementation stays on feat(api): request-driven processing plans (run only the requested models and branches) #67.Closes #412. Refs #402, #370, #67.
Local gates (this tip)
pre-commit run --all-files: passmake contracts-check: in syncnpm run check, vitest and build: pass; stubbed axe a11y e2e: 20 passed