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| { | |
| "task_id": "objective_easy_01", | |
| "version": "2.0.0", | |
| "created_at": "2026-03-12", | |
| "metadata": { | |
| "domain": "credit_card_optimization", | |
| "difficulty": "easy", | |
| "task_number": 1, | |
| "complexity_hint": { | |
| "max_tokens": 4000, | |
| "expected_output": "single card recommendation with EV calculation" | |
| }, | |
| "requires_human_review": false | |
| }, | |
| "prompt": { | |
| "system": "", | |
| "user": "You are a financial advisor. Recommend the single best credit card for this user and calculate the expected value over 12 months.\n\nUser profile:\n- Monthly spending: $600 dining, $500 groceries, $200 travel, $400 flights, $300 hotels, $150 gas, $60 streaming, $100 transit, $800 everything else\n- Takes 8 trips per year (values lounge access at $30/visit)\n- Uses Uber regularly\n- Uses streaming services\n- Dines at Resy restaurants\n- Has Global Entry\n- No existing credit cards\n- Time horizon: 12 months\n\nProvide a detailed EV breakdown showing signup bonus value, ongoing rewards, credits, perks, and annual fees. Use the point valuations from the knowledge base.", | |
| "knowledge_base_ref": "knowledge_base.md", | |
| "kb_filter": [ | |
| "American Express Gold", | |
| "Chase Sapphire Preferred", | |
| "Chase Sapphire Reserve", | |
| "Capital One Venture X", | |
| "Citi Strata Premier" | |
| ], | |
| "system_prompt_ref": "system_prompt_template.md" | |
| }, | |
| "scoring": { | |
| "dimensions": { | |
| "card_selection": { | |
| "weight": 0.25, | |
| "type": "automated", | |
| "description": "F1 of recommended cards vs. optimal set", | |
| "checks": { | |
| "expected_cards": [ | |
| "American Express Gold" | |
| ] | |
| }, | |
| "hard_constraint": false | |
| }, | |
| "ev_accuracy": { | |
| "weight": 0.3, | |
| "type": "automated", | |
| "description": "EV accuracy vs. computed ground truth from card database", | |
| "reference": { | |
| "user_profile": { | |
| "monthly_spend": { | |
| "dining": 600, | |
| "groceries": 500, | |
| "travel": 200, | |
| "flights": 400, | |
| "hotels": 300, | |
| "gas": 150, | |
| "streaming": 60, | |
| "transit": 100, | |
| "everything_else": 800 | |
| }, | |
| "lounge_visits_per_year": 8, | |
| "uses_uber": true, | |
| "uses_streaming": true, | |
| "uses_resy_restaurants": true, | |
| "has_global_entry": true, | |
| "time_horizon_months": 12 | |
| }, | |
| "expected_card_ids": [ | |
| "american_express_gold" | |
| ], | |
| "ev_tolerance_pct": 0.05 | |
| } | |
| }, | |
| "factual_fidelity": { | |
| "weight": 0.3, | |
| "type": "automated", | |
| "description": "Accuracy of factual claims about cards (earning rates, fees, credits, bonuses)", | |
| "reference": { | |
| "extracted_claims": null, | |
| "reference_ev_usd": null | |
| } | |
| }, | |
| "constraint_compliance": { | |
| "weight": 0.15, | |
| "type": "automated", | |
| "description": "Did the agent respect user constraints and issuer rules", | |
| "checks": { | |
| "expected_cards": [ | |
| "American Express Gold" | |
| ], | |
| "expected_housing_option": null | |
| }, | |
| "hard_constraint": false | |
| } | |
| }, | |
| "passing_threshold": 0.6, | |
| "hard_constraint_failure_zeroes_dimension": true | |
| }, | |
| "reference_solution": { | |
| "_status": "COMPUTED", | |
| "recommended_cards": [ | |
| "American Express Gold" | |
| ], | |
| "total_ev_usd": null, | |
| "ev_breakdown": null, | |
| "housing_option": null, | |
| "key_constraints_flags": [], | |
| "expert_notes": "Ground truth EV is computed from card_database.json + user_profile at evaluation time. No expert override needed." | |
| } | |
| } | |