When a barcode scan finds no product in FDC/OFF, paid-tier users now see a
"Capture label" offer instead of a dead-end "add manually" prompt.
Backend:
- Migration 036: captured_products local cache table (keyed by barcode,
UPSERT on conflict so re-capture refreshes rather than errors)
- store.get_captured_product / save_captured_product (with JSON decode for
ingredient_names and allergens)
- app/services/label_capture.py: wraps cf-core VisionRouter (caption API);
graceful fallback to zero-confidence mock when stub/error; JSON fence
stripping; confidence clamped to [0,1]; KIWI_LABEL_CAPTURE_MOCK=1 for tests
- New schemas: LabelCaptureResponse, LabelConfirmRequest, LabelConfirmResponse
- POST /inventory/scan/label-capture — image to extraction (paid+ gate, 403)
- POST /inventory/scan/label-confirm — save confirmed product + optional
inventory add
- Both scan endpoints now: check captured_products cache before FDC/OFF;
set needs_visual_capture=True for gap products on paid tier; BarcodeScanResult
gains needs_visual_capture field
- visual_label_capture feature gate added to tiers.py (paid)
Tests: 42 new tests (service, store/migration, API endpoints) — 367 total passing
Frontend:
- InventoryList.vue: capturePhase state machine (offer => uploading => reviewing)
- Offer card appears after scan gap (calm UX: no urgency, Discard always visible)
- Review form: pre-populated from extraction; amber label highlights for
unread fields (confidence < 0.7); comma-separated ingredients/allergens
- api.ts: LabelCaptureResult + LabelConfirmRequest types; captureLabelPhoto()
and confirmLabelCapture() API methods
Integrates cf-core reranker into the L1/L2 recipe engine. Paid+ tier
gets a BGE cross-encoder pass over the top-20 FTS candidates, scoring
each recipe against the user's full context: pantry state, dietary
constraints, allergies, expiry urgency, style preference, and effort
preference. Free tier keeps the existing overlap sort unchanged.
- New app/services/recipe/reranker.py: build_query, build_candidate_string,
rerank_suggestions with tier gate (_RERANKER_TIERS) and graceful fallback
- rerank_score field added to RecipeSuggestion (None on free tier, float on paid+)
- recipe_engine.py: single call after candidate assembly, before final sort;
hard_day_mode tier grouping preserved as primary sort when reranker active
- Fix pre-existing circular import in app/services/__init__.py (eager import
of ReceiptService triggered store.py → services → receipt_service → store)
- 27 unit tests (mock backend, no model weights) + 2 engine-level tier tests;
325 tests passing, no regressions
- Add max_total_min to RecipeRequest schema and TypeScript interface
- Add _within_time() helper to recipe_engine using parse_time_effort()
with graceful degradation (empty directions or no signals -> pass)
- Wire max_total_min filter into suggest() loop after max_time_min
- Add time_first_layout to allowed settings keys
- Add timeFirstLayout ref to settings store (preserves sensoryPreferences)
- Add maxTotalMin ref to recipes store, wired into _buildRequest()
- Add time bucket selector UI (15/30/45/60/90 min) in RecipesView
Find tab, gated by timeFirstLayout != 'normal'
- Add time-first layout selector section in SettingsView
- Add 5 _within_time unit tests and 2 settings key tests
- Add app/services/recipe/time_effort.py: parse_time_effort(), TimeEffortProfile,
StepAnalysis dataclasses; two-branch regex for time ranges and single values;
whole-word passive keyword detection; 480 min/step cap; 1825 day global cap
- Add directions to browse_recipes and _browse_by_match SELECT queries in store.py
- Enrich browse and detail endpoints with active_min/passive_min/time_effort fields
- Add StepAnalysis, TimeEffortProfile TS interfaces to api.ts
- RecipeBrowserPanel: split pill badge showing active/passive time
- RecipeDetailPanel: collapsible ingredients summary, effort cards (Active/Hands-off/Total),
equipment chips, annotated step list with Active/Wait badges and passive hints
- 45 new tests (40 unit + 5 API); 215 total passing
Adds full meal planning workflow to Kiwi:
- Weekly meal plan creation with configurable meal types (Paid gate)
- Drag-and-assign recipe slots per day
- Prep session generation with sequenced task lists and time estimates
- LLM-assisted full-week plan and timing fill-in (BYOK-unlockable)
- Community feed (local ActivityPub-compat + cloud federation)
- Build Your Own recipe tab with assembly templates
- Save/bookmark any recipe with star rating, notes, and style tags
- Shopping list export from built recipes
- Tab reorder: Saved > Build > Community > Find > Browse
- Auto-redirect from empty Saved tab to Build
- Custom ingredient injection persists in candidate list
- z-index fix: save modal above recipe detail panel
- Route ordering fix: /recipes/saved before /{recipe_id} catch-all
- Use monkeypatch.setattr to patch cloud_session._LOCAL_KIWI_DB
instead of wrong KIWI_DB_PATH env var (module-level singleton
computed at import time; env var had no effect)
- Assert id > 0 (real persisted DB id) instead of -1 (old
pre-persistence sentinel value)
Wires the three Build Your Own API routes into the recipes router,
registered before the catch-all /{recipe_id} route to avoid shadowing.
Adds 5 endpoint tests covering template list count/shape, candidate
response structure, successful recipe build, and 404 on unknown template.
Both functions are DB-free public API additions to assembly_recipes.py.
get_role_candidates() scores pantry candidates against a wizard step using
element-profile overlap with prior picks; build_from_selection() builds a
RecipeSuggestion from explicit role overrides with required-role validation.
Extends AssemblyTemplate dataclass with slug, icon, descriptor, and
role_hints fields. Updates all 13 template instantiations with
appropriate values. Adds _TEMPLATE_BY_SLUG lookup dict and
get_templates_for_api() serialiser for the templates endpoint.
Adds GET /community/posts, GET /community/posts/{slug}, GET /community/feed.rss,
GET /community/local-feed, POST /community/posts, DELETE /community/posts/{slug},
POST /community/posts/{slug}/fork, and POST /community/posts/{slug}/fork-adapt (501 stub).
Wires init_community_store into main.py lifespan. 7 new tests; 115 total passing.
- upsert_slot: raise 422 immediately if meal_type not in VALID_MEAL_TYPES
- update_prep_task: assert whitelist safety contract after dict comprehension
- CreatePlanRequest: week_start typed as date with must_be_monday validator; str() cast at call site
- PrepTask: frozen=True; build_prep_tasks rewired to use (priority, kwargs) tuples so frozen instances are built with correct sequence_order in one pass (no post-construction mutation)
- Move deferred import json to file-level in meal_plans.py
- Fix test dates: "2026-04-14" was a Tuesday; updated request bodies to "2026-04-13" (Monday)
Replace hand-rolled feedback.py with make_feedback_router() from
circuitforge_core.api.feedback. Update tests to mount the shared
router on a minimal FastAPI app and mock at the core module level.
Patch _user_db_path tests to monkeypatch CLOUD_DATA_ROOT onto a
tmp_path so they never touch /devl or any real filesystem path.
Remove duplicate X-Real-IP comment block in cloud_session.get_session.
Add household_id and is_household_owner fields to CloudUser dataclass.
Update _user_db_path to route household members to a shared DB path.
Update _fetch_cloud_tier to return a 3-tuple and cache a dict.
Update get_session to unpack and propagate household fields.
- feedback.py: add GET /feedback/status endpoint (returns {enabled: bool})
so frontend can probe on mount instead of optimistic-enable; remove
unused get_db import
- FeedbackButton.vue: probe /feedback/status on mount, start hidden;
drop redundant 503-hide path (status probe makes it redundant)
- pyproject.toml: declare requests>=2.31 (used by feedback.py Forgejo calls)
- tests/api/test_feedback.py: 7 tests — status endpoint (no-token, token,
demo mode), POST 503/403, happy path with mocked Forgejo, 502 on error
_parse_json_from_text always returns a dict (never None), so the
previous `if parsed is not None` guard was permanently true — garbled
docuvision output would return an empty skeleton instead of falling
through to the local VLM. Replace the check with a meaningful-content
test (items or merchant present). Add two tests: one that asserts the
fallthrough behavior on an empty parse, one that confirms the fast path
is taken when parsing succeeds.
Introduces a thin HTTP client for the cf-docuvision service and wires it
as a fast path in VisionLanguageOCR.extract_receipt_data(). When CF_ORCH_URL
is set, the pipeline attempts docuvision allocation via CFOrchClient before
loading the heavy local VLM; falls back gracefully if unavailable.
Add GroceryLink schema model and grocery_links field to RecipeResult.
Introduce GroceryLinkBuilder service (Amazon Fresh, Walmart, Instacart)
using env-var affiliate tags; no links emitted when tags are absent.
Wire link builder into RecipeEngine.suggest() for levels 1-2.
Add test_grocery_links_free_tier to verify structure contract.
35 tests passing.
Uses circuitforge_core.tasks.scheduler. VRAM detection via cf-orch when
available, falling back to unlimited. Adds expiry_llm_fallback task type
to background-predict expiry dates for items the LUT doesn't cover.
