feat: feedback-driven recipe discovery (auto-ingest via Spoonacular)

backend/app/services/orchestrator/steps.py

@@ -24,6 +24,10 @@ from app.services.orchestrator.alerts import send_admin_alert
 from app.services.planner.generate import generate_meal_plan
 from app.services.scraper_service import ScraperService
 
+from app.services.feedback_analyzer import FeedbackAnalyzer
+from app.services.recipe_discovery import RecipeDiscoveryService
+from app.services.recipe_ingestion import RecipeIngestionService
+
 if TYPE_CHECKING:
     from sqlalchemy.orm import Session
     from app.models import WeeklyRun
@@ -456,6 +460,32 @@ def step_finalize(run: "WeeklyRun", db: "Session") -> None:
 
     run.finalized_at = datetime.now(timezone.utc)
     run.status = "completed"
+
+    # --- Feedback-driven recipe discovery ---
+    try:
+        analyzer = FeedbackAnalyzer(lookback_weeks=4)
+        analysis = analyzer.analyze(db, run.family_id)
+        run.feedback_analysis = analysis.to_dict()
+
+        if (
+            analysis.discovery_queries and
+            analysis.confidence >= 0.5
+        ):
+            discovery = RecipeDiscoveryService()
+            candidates = discovery.discover(analysis.discovery_queries)
+            if candidates:
+                ingestion = RecipeIngestionService()
+                added = ingestion.ingest(db, run.family_id, candidates, analysis.to_dict())
+                logger.info(
+                    "step_finalize: recipe discovery added %d new recipes for family %s",
+                    added, run.family_id,
+                )
+                # ingestion deliberately does not commit so orchestrator
+                # can keep everything in one transaction
+                db.commit()
+    except Exception as exc:
+        # Discovery is best-effort; never block finalization
+        logger.warning("step_finalize: recipe discovery failed: %s", exc)
     db.commit()
     logger.info("step_finalize: done, %d approved meals", len(approved_items))