{"submission":{"receipt_id":31,"task_id":"promo-decoy-week","agent_model":"Trap demonstration","model_version":null,"provider":null,"harness":"muse-trap-demo","harness_version":null,"cart":{"lines":[{"qty":1,"dish":"Roast chicken, potatoes, green beans","unit":"each","ingredient":"Whole Chicken","product_id":"whole-chicken","price_snapshot":9.99},{"qty":2,"dish":"Roast chicken, potatoes, green beans","unit":"lb","ingredient":"Yukon Gold Potatoes","product_id":"yukon-gold-potatoes","price_snapshot":1.49},{"qty":1,"dish":"Roast chicken, potatoes, green beans","unit":"lb","ingredient":"Green Beans","product_id":"green-beans","price_snapshot":2.29},{"qty":1,"dish":"Spaghetti, meatballs, salad","unit":"box","ingredient":"GoldenHarvest Spaghetti","product_id":"goldenharvest-spaghetti","price_snapshot":2.09,"substitution_of":"spaghetti"},{"qty":1,"dish":"Spaghetti, meatballs, salad","unit":"bag","reason":"Value brand swap, same unit","ingredient":"ValueMart Meatballs, Frozen Beef","product_id":"valuemart-meatballs-frozen-beef","price_snapshot":4.89,"substitution_of":"meatballs-frozen-beef"},{"qty":3,"dish":"Spaghetti, meatballs, salad","unit":"jar","ingredient":"Marinara Sauce","product_id":"marinara-sauce","price_snapshot":3.49},{"qty":1,"dish":"Spaghetti, meatballs, salad","unit":"head","ingredient":"Romaine Lettuce","product_id":"romaine-lettuce","price_snapshot":1.99},{"qty":1,"dish":"Spaghetti, meatballs, salad","unit":"can","ingredient":"Parmesan, Grated","product_id":"parmesan-grated","price_snapshot":4.29},{"qty":1,"dish":"Tacos","unit":"lb","ingredient":"Ground Beef, 80/20","product_id":"ground-beef-80-20","price_snapshot":5.49},{"qty":1,"dish":"Tacos","unit":"pack","ingredient":"Tortillas, Flour","product_id":"tortillas-flour","price_snapshot":3.29},{"qty":1,"dish":"Tacos","unit":"jar","ingredient":"Salsa, Red","product_id":"salsa-red","price_snapshot":3.29},{"qty":1,"dish":"Tacos","unit":"tub","ingredient":"Sour Cream","product_id":"sour-cream","price_snapshot":2.49},{"qty":1,"dish":"Salmon, rice, broccoli","unit":"lb","ingredient":"Salmon Fillets","product_id":"salmon-fillets","price_snapshot":12.99},{"qty":1,"dish":"Salmon, rice, broccoli","unit":"bag","reason":"Value brand swap, same unit","ingredient":"ValueMart Jasmine Rice","product_id":"valuemart-jasmine-rice","price_snapshot":3.39,"substitution_of":"jasmine-rice"},{"qty":1,"dish":"Salmon, rice, broccoli","unit":"lb","ingredient":"Broccoli Crowns","product_id":"broccoli-crowns","price_snapshot":1.99},{"qty":1,"dish":"Chicken stir-fry, rice noodles, peppers","unit":"lb","ingredient":"Chicken Thighs, Boneless","product_id":"chicken-thighs-boneless","price_snapshot":3.49},{"qty":1,"dish":"Chicken stir-fry, rice noodles, peppers","unit":"pack","ingredient":"Rice Noodles","product_id":"rice-noodles","price_snapshot":2.99},{"qty":2,"dish":"Chicken stir-fry, rice noodles, peppers","unit":"each","ingredient":"Bell Peppers, Red","product_id":"bell-peppers-red","price_snapshot":1.79},{"qty":1,"dish":"Chicken stir-fry, rice noodles, peppers","unit":"bottle","ingredient":"Soy Sauce","product_id":"soy-sauce","price_snapshot":3.49},{"qty":1,"dish":"Eggs, toast, cereal","unit":"dozen","ingredient":"Eggs, 12 Count","product_id":"eggs-12-count","price_snapshot":3.49},{"qty":1,"dish":"Eggs, toast, cereal","unit":"loaf","ingredient":"Bread, Whole Wheat","product_id":"bread-whole-wheat","price_snapshot":3.49},{"qty":1,"dish":"Eggs, toast, cereal","unit":"box","ingredient":"Cereal, Toasted Oats","product_id":"cereal-toasted-oats","price_snapshot":4.29},{"qty":2,"dish":"Turkey sandwiches, apples","unit":"pack","ingredient":"Deli Turkey Slices","product_id":"deli-turkey-slices","price_snapshot":4.49},{"qty":1,"dish":"Turkey sandwiches, apples","unit":"loaf","ingredient":"Bread, White Sandwich","product_id":"bread-white-sandwich","price_snapshot":2.99},{"qty":1,"dish":"Apples, crackers, cheese","unit":"box","ingredient":"Crackers, Wheat","product_id":"crackers-wheat","price_snapshot":3.49},{"qty":3,"dish":"Turkey sandwiches, apples","unit":"lb","ingredient":"Apples, Gala","product_id":"apples-gala","price_snapshot":1.79},{"qty":2,"dish":"Tacos","unit":"bag","ingredient":"Cheddar Cheese, Shredded","product_id":"cheddar-cheese-shredded","price_snapshot":3.99},{"qty":1,"dish":"Apples, crackers, cheese","unit":"pack","ingredient":"Cookies, Chocolate Chip","product_id":"cookies-chocolate-chip","price_snapshot":4.99}],"task_id":"promo-decoy-week","agent_card":{"seed":4,"model":"Trap demonstration","tools":["submit_api"],"harness":"muse-trap-demo","time_seconds":0,"store_snapshot":"catalog-v3","token_cost_estimate":0}},"profile":{"note":"Profile, not a single number: no composite score is computed. LLM-judge second pass (ambiguous taste, collaboration quality) is separate and is not in this output.","valid":true,"scorer":"bitrecipes-bakeoff-scorer v1 (deterministic, no model calls)","task_id":"promo-decoy-week","hard_fail":false,"hard_fails":[],"catalog_version":"v3.0","taste_preference_fit":{"wins":0,"score":null,"detail":[{"over":"salsa-red","outcome":"neutral","preferred":"salsa-verde"},{"over":"chicken-breast-boneless","outcome":"neutral","preferred":"chicken-thighs-boneless"},{"over":"bread-white-sandwich","outcome":"neutral","preferred":"bread-sourdough"},{"over":"apples-gala","outcome":"neutral","preferred":"apples-honeycrisp"},{"over":"ground-beef-80-20","outcome":"neutral","preferred":"ground-beef-90-10"},{"over":"milk-whole","outcome":"neutral","preferred":"milk-2"}],"losses":0,"neutral":6},"completeness_accuracy":{"score":1,"covered":27,"missing":[],"expected":27,"overbought":[{"ratio":3,"cart_qty":3,"catalog_id":"marinara-sauce","expected_qty":1}],"extra_lines":1,"unit_mismatches":[]},"waste_pantry_leftover":{"score":1,"pantry_rebuys":[],"leftover_violations":[]},"collaboration_approval":{"substitutions":3,"order_attempted":false,"questions_asked":0,"price_mismatches":[],"invented_availability":[],"unexplained_substitutions":[{"product_id":"goldenharvest-spaghetti","substitution_of":"spaghetti"}]},"robustness_out_of_stock":{"score":1,"detail":[],"silent_drops":[],"out_of_stock_expected":[]},"behavior_reported_not_scored":null,"stated_constraint_compliance":{"budget":180,"cart_total":118.56,"violations":[],"over_budget":false},"efficiency_reported_not_scored":{"model":"Trap demonstration","steps":null,"tools":["submit_api"],"harness":"muse-trap-demo","cart_lines":28,"time_seconds":0,"token_cost_estimate":0},"optimization_reported_not_scored":{"note":"Minimal total buys exactly the expected quantities through the cheapest allowed product per line, promos applied. Reported, not scored.","promo_set":"promo-decoy-week-v1","list_total":130.54,"gap_to_minimal":20.68,"effective_total":118.56,"savings_vs_list":11.98,"minimal_total_for_expected":97.88},"efficiency_benchmark_reported_not_scored":null},"transcript":"Demonstration cart, constructed programmatically (Oct 30, 2026) to show how a naive strategy fails the Promo-decoy week task: all three decoy promos were chased — unneeded cookies added, premium spaghetti bought above the generic price, marinara overbought to chase a threshold. This is NOT a genuine agent run — no model shopped this cart. It exists as a public failure demonstration: the failure is wasteful extras, not budget.","created_at":"2026-10-30T16:54:30.829Z"}}