[ { "task_id": "easy_001", "difficulty": "easy", "final_reward": 0.99, "reward_breakdown": { "constraint_satisfaction": 0.35, "conflict_resolution": 0.2, "commitment_coherence": 0.2, "communication_quality": 0.15, "step_efficiency": 0.1 }, "feedback": "[constraints] 3/3 constraints met | [conflicts] No calendar conflicts | [commitments] 1 honored | [communication] Email to Team: full credit | [efficiency] 3 steps (optimal: 3)", "steps_used": 3, "commitment_count": 1, "violation_count": 0, "success": true, "trace": [ { "step": 1, "action": { "metadata": {}, "action_type": "reschedule_event", "date": "", "event_id": "evt_2", "new_time": "15:00", "title": "", "participants": [], "time": "", "duration_min": 60, "location": "", "person": "", "cuisine": "", "max_price": 0, "dietary": "", "max_distance_miles": 0.0, "near_airport": false, "restaurant_name": "", "to": "", "subject": "", "body": "" }, "reward": 0.05, "done": false, "tool_result": "Rescheduled [evt_2] 'Team Standup' from 14:00 to 15:00." }, { "step": 2, "action": { "metadata": {}, "action_type": "send_email", "date": "", "event_id": "", "new_time": "", "title": "", "participants": [], "time": "", "duration_min": 60, "location": "", "person": "", "cuisine": "", "max_price": 0, "dietary": "", "max_distance_miles": 0.0, "near_airport": false, "restaurant_name": "", "to": "Team", "subject": "Standup rescheduled", "body": "Hi team, rescheduling standup to 3:00 PM to avoid conflict with VP 1-on-1." }, "reward": 0.05, "done": false, "tool_result": "Email sent to Team: 'Standup rescheduled'" }, { "step": 3, "action": { "action_type": "submit_plan" }, "reward": 0.99, "done": true, "tool_result": "Plan submitted. Episode graded." } ] }, { "task_id": "easy_002", "difficulty": "easy", "final_reward": 0.8833, "reward_breakdown": { "constraint_satisfaction": 0.2333, "conflict_resolution": 0.2, "commitment_coherence": 0.2, "communication_quality": 0.15, "step_efficiency": 0.1 }, "feedback": "[constraints] 2/3 constraints met | [conflicts] No calendar conflicts | [commitments] 1 honored | [communication] No communication requirements | [efficiency] 2 steps (optimal: 2)", "steps_used": 2, "commitment_count": 1, "violation_count": 0, "success": true, "trace": [ { "step": 1, "action": { "metadata": {}, "action_type": "book_restaurant", "date": "", "event_id": "", "new_time": "", "title": "", "participants": [], "time": "", "duration_min": 60, "location": "", "person": "", "cuisine": "", "max_price": 0, "dietary": "", "max_distance_miles": 0.0, "near_airport": false, "restaurant_name": "Bella Italia", "to": "", "subject": "", "body": "" }, "reward": 0.05, "done": false, "tool_result": "Reservation confirmed at Bella Italia." }, { "step": 2, "action": { "action_type": "submit_plan" }, "reward": 0.8833, "done": true, "tool_result": "Plan submitted. Episode graded." } ] }, { "task_id": "easy_003", "difficulty": "easy", "final_reward": 0.99, "reward_breakdown": { "constraint_satisfaction": 0.35, "conflict_resolution": 0.2, "commitment_coherence": 0.2, "communication_quality": 0.15, "step_efficiency": 0.1 }, "feedback": "[constraints] 1/1 constraints met | [conflicts] No calendar conflicts | [commitments] No commitments created | [communication] Email to Client_Jones: full credit | [efficiency] 2 steps (optimal: 3)", "steps_used": 2, "commitment_count": 0, "violation_count": 0, "success": true, "trace": [ { "step": 1, "action": { "metadata": {}, "action_type": "send_email", "date": "", "event_id": "", "new_time": "", "title": "", "participants": [], "time": "", "duration_min": 60, "location": "", "person": "", "cuisine": "", "max_price": 0, "dietary": "", "max_distance_miles": 0.0, "near_airport": false, "restaurant_name": "", "to": "Client_Jones", "subject": "Available meeting slots", "body": "Available slots on 2026-04-25: 09:00, 11:00, and 16:00. Please choose one." }, "reward": 0.05, "done": false, "tool_result": "Email sent to Client_Jones: 'Available meeting slots'" }, { "step": 2, "action": { "action_type": "submit_plan" }, "reward": 0.99, "done": true, "tool_result": "Plan submitted. Episode graded." } ] }, { "task_id": "easy_004", "difficulty": "easy", "final_reward": 0.99, "reward_breakdown": { "constraint_satisfaction": 0.35, "conflict_resolution": 0.2, "commitment_coherence": 0.2, "communication_quality": 0.15, "step_efficiency": 0.09 }, "feedback": "[constraints] 3/3 constraints met | [conflicts] No calendar conflicts | [commitments] No commitments created | [communication] Email to Team: full credit | [efficiency] 3 steps (optimal: 2, penalty: -0.1)", "steps_used": 3, "commitment_count": 0, "violation_count": 0, "success": true, "trace": [ { "step": 1, "action": { "metadata": {}, "action_type": "cancel_event", "date": "", "event_id": "evt_30", "new_time": "", "title": "", "participants": [], "time": "", "duration_min": 60, "location": "", "person": "", "cuisine": "", "max_price": 0, "dietary": "", "max_distance_miles": 0.0, "near_airport": false, "restaurant_name": "", "to": "", "subject": "", "body": "" }, "reward": 0.0, "done": false, "tool_result": "Cancelled [evt_30] 'Weekly Team Sync' at 15:00 on 2026-04-25." }, { "step": 2, "action": { "metadata": {}, "action_type": "send_email", "date": "", "event_id": "", "new_time": "", "title": "", "participants": [], "time": "", "duration_min": 60, "location": "", "person": "", "cuisine": "", "max_price": 0, "dietary": "", "max_distance_miles": 0.0, "near_airport": false, "restaurant_name": "", "to": "Team", "subject": "Weekly sync cancelled", "body": "Sorry team, cancelling today's sync due to a personal appointment conflict." }, "reward": 0.05, "done": false, "tool_result": "Email sent to Team: 'Weekly sync cancelled'" }, { "step": 3, "action": { "action_type": "submit_plan" }, "reward": 0.99, "done": true, "tool_result": "Plan submitted. Episode graded." } ] }, { "task_id": "easy_005", "difficulty": "easy", "final_reward": 0.99, "reward_breakdown": { "constraint_satisfaction": 0.35, "conflict_resolution": 0.2, "commitment_coherence": 0.2, "communication_quality": 0.15, "step_efficiency": 0.09 }, "feedback": "[constraints] 2/2 constraints met | [conflicts] No calendar conflicts | [commitments] No commitments created | [communication] Email to VP_Chen: full credit | Email to Client_Jones: full credit | [efficiency] 3 steps (optimal: 2, penalty: -0.1)", "steps_used": 3, "commitment_count": 0, "violation_count": 0, "success": true, "trace": [ { "step": 1, "action": { "metadata": {}, "action_type": "send_email", "date": "", "event_id": "", "new_time": "", "title": "", "participants": [], "time": "", "duration_min": 60, "location": "", "person": "", "cuisine": "", "max_price": 0, "dietary": "", "max_distance_miles": 0.0, "near_airport": false, "restaurant_name": "", "to": "VP_Chen", "subject": "Q3 board numbers", "body": "Sharing Q3 numbers for board deck. I will send the full table shortly." }, "reward": 0.05, "done": false, "tool_result": "Email sent to VP_Chen: 'Q3 board numbers'" }, { "step": 2, "action": { "metadata": {}, "action_type": "send_email", "date": "", "event_id": "", "new_time": "", "title": "", "participants": [], "time": "", "duration_min": 60, "location": "", "person": "", "cuisine": "", "max_price": 0, "dietary": "", "max_distance_miles": 0.0, "near_airport": false, "restaurant_name": "", "to": "Client_Jones", "subject": "Contract review update", "body": "I reviewed the contract and will send comments by end of day." }, "reward": 0.05, "done": false, "tool_result": "Email sent to Client_Jones: 'Contract review update'" }, { "step": 3, "action": { "action_type": "submit_plan" }, "reward": 0.99, "done": true, "tool_result": "Plan submitted. Episode graded." } ] }, { "task_id": "hard_011", "difficulty": "hard", "final_reward": 0.99, "reward_breakdown": { "constraint_satisfaction": 0.35, "conflict_resolution": 0.2, "commitment_coherence": 0.2, "communication_quality": 0.15, "step_efficiency": 0.1 }, "feedback": "[constraints] 6/6 constraints met | [conflicts] No calendar conflicts | [commitments] 1 honored | [communication] Email to Team: full credit | Email to VP_Chen: full credit | [efficiency] 5 steps (optimal: 7)", "steps_used": 5, "commitment_count": 1, "violation_count": 0, "success": true, "trace": [ { "step": 1, "action": { "metadata": {}, "action_type": "cancel_event", "date": "", "event_id": "evt_90", "new_time": "", "title": "", "participants": [], "time": "", "duration_min": 60, "location": "", "person": "", "cuisine": "", "max_price": 0, "dietary": "", "max_distance_miles": 0.0, "near_airport": false, "restaurant_name": "", "to": "", "subject": "", "body": "" }, "reward": 0.0, "done": false, "tool_result": "Cancelled [evt_90] 'Yoga' at 18:00 on 2026-04-25." }, { "step": 2, "action": { "metadata": {}, "action_type": "book_restaurant", "date": "", "event_id": "", "new_time": "", "title": "", "participants": [], "time": "", "duration_min": 60, "location": "", "person": "", "cuisine": "", "max_price": 0, "dietary": "", "max_distance_miles": 0.0, "near_airport": false, "restaurant_name": "Sky Lounge", "to": "", "subject": "", "body": "" }, "reward": 0.05, "done": false, "tool_result": "Reservation confirmed at Sky Lounge." }, { "step": 3, "action": { "metadata": {}, "action_type": "send_email", "date": "", "event_id": "", "new_time": "", "title": "", "participants": [], "time": "", "duration_min": 60, "location": "", "person": "", "cuisine": "", "max_price": 0, "dietary": "", "max_distance_miles": 0.0, "near_airport": false, "restaurant_name": "", "to": "Team", "subject": "Happy hour reschedule", "body": "Sorry team, rescheduling happy hour due to urgent investor dinner tonight." }, "reward": 0.05, "done": false, "tool_result": "Email sent to Team: 'Happy hour reschedule'" }, { "step": 4, "action": { "metadata": {}, "action_type": "send_email", "date": "", "event_id": "", "new_time": "", "title": "", "participants": [], "time": "", "duration_min": 60, "location": "", "person": "", "cuisine": "", "max_price": 0, "dietary": "", "max_distance_miles": 0.0, "near_airport": false, "restaurant_name": "", "to": "VP_Chen", "subject": "Investor dinner booked", "body": "Booked Sky Lounge near airport with vegetarian options for Investor_Park." }, "reward": 0.05, "done": false, "tool_result": "Email sent to VP_Chen: 'Investor dinner booked'" }, { "step": 5, "action": { "action_type": "submit_plan" }, "reward": 0.99, "done": true, "tool_result": "Plan submitted. Episode graded." } ] }, { "task_id": "hard_012", "difficulty": "hard", "final_reward": 0.99, "reward_breakdown": { "constraint_satisfaction": 0.35, "conflict_resolution": 0.2, "commitment_coherence": 0.2, "communication_quality": 0.15, "step_efficiency": 0.1 }, "feedback": "[constraints] 4/4 constraints met | [conflicts] No calendar conflicts | [commitments] 2 honored | [communication] Email to VP_Lee: full credit | Email to VP_Kumar: full credit | [efficiency] 5 steps (optimal: 6)", "steps_used": 5, "commitment_count": 2, "violation_count": 0, "success": true, "trace": [ { "step": 1, "action": { "metadata": {}, "action_type": "reschedule_event", "date": "", "event_id": "evt_101", "new_time": "15:00", "title": "", "participants": [], "time": "", "duration_min": 60, "location": "", "person": "", "cuisine": "", "max_price": 0, "dietary": "", "max_distance_miles": 0.0, "near_airport": false, "restaurant_name": "", "to": "", "subject": "", "body": "" }, "reward": 0.05, "done": false, "tool_result": "Rescheduled [evt_101] 'Client Demo' from 14:00 to 15:00." }, { "step": 2, "action": { "metadata": {}, "action_type": "reschedule_event", "date": "", "event_id": "evt_102", "new_time": "16:00", "title": "", "participants": [], "time": "", "duration_min": 60, "location": "", "person": "", "cuisine": "", "max_price": 0, "dietary": "", "max_distance_miles": 0.0, "near_airport": false, "restaurant_name": "", "to": "", "subject": "", "body": "" }, "reward": 0.05, "done": false, "tool_result": "Rescheduled [evt_102] 'Team Retro' from 14:00 to 16:00." }, { "step": 3, "action": { "metadata": {}, "action_type": "send_email", "date": "", "event_id": "", "new_time": "", "title": "", "participants": [], "time": "", "duration_min": 60, "location": "", "person": "", "cuisine": "", "max_price": 0, "dietary": "", "max_distance_miles": 0.0, "near_airport": false, "restaurant_name": "", "to": "VP_Lee", "subject": "Room conflict update", "body": "Moving your client demo to 3:00 PM due to Alpha room prioritization." }, "reward": 0.05, "done": false, "tool_result": "Email sent to VP_Lee: 'Room conflict update'" }, { "step": 4, "action": { "metadata": {}, "action_type": "send_email", "date": "", "event_id": "", "new_time": "", "title": "", "participants": [], "time": "", "duration_min": 60, "location": "", "person": "", "cuisine": "", "max_price": 0, "dietary": "", "max_distance_miles": 0.0, "near_airport": false, "restaurant_name": "", "to": "VP_Kumar", "subject": "Room conflict update", "body": "Moving your team retro to 4:00 PM due to board prep priority in Alpha." }, "reward": 0.05, "done": false, "tool_result": "Email sent to VP_Kumar: 'Room conflict update'" }, { "step": 5, "action": { "action_type": "submit_plan" }, "reward": 0.99, "done": true, "tool_result": "Plan submitted. Episode graded." } ] }, { "task_id": "hard_013", "difficulty": "hard", "final_reward": 0.99, "reward_breakdown": { "constraint_satisfaction": 0.35, "conflict_resolution": 0.2, "commitment_coherence": 0.2, "communication_quality": 0.15, "step_efficiency": 0.1 }, "feedback": "[constraints] 4/4 constraints met | [conflicts] No calendar conflicts | [commitments] 2 honored | 1 renegotiated | [communication] Email to Client_Jones: full credit | Email to VP_Chen: full credit | [efficiency] 6 steps (optimal: 8)", "steps_used": 6, "commitment_count": 3, "violation_count": 0, "success": true, "trace": [ { "step": 1, "action": { "metadata": {}, "action_type": "reschedule_event", "date": "", "event_id": "evt_111", "new_time": "14:00", "title": "", "participants": [], "time": "", "duration_min": 60, "location": "", "person": "", "cuisine": "", "max_price": 0, "dietary": "", "max_distance_miles": 0.0, "near_airport": false, "restaurant_name": "", "to": "", "subject": "", "body": "" }, "reward": 0.05, "done": false, "tool_result": "Rescheduled [evt_111] 'Board Prep' from 16:00 to 14:00." }, { "step": 2, "action": { "metadata": {}, "action_type": "reschedule_event", "date": "", "event_id": "evt_112", "new_time": "11:00", "title": "", "participants": [], "time": "", "duration_min": 60, "location": "", "person": "", "cuisine": "", "max_price": 0, "dietary": "", "max_distance_miles": 0.0, "near_airport": false, "restaurant_name": "", "to": "", "subject": "", "body": "" }, "reward": 0.05, "done": false, "tool_result": "Rescheduled [evt_112] 'Lunch with Client_Jones' from 12:00 to 11:00." }, { "step": 3, "action": { "metadata": {}, "action_type": "book_restaurant", "date": "", "event_id": "", "new_time": "", "title": "", "participants": [], "time": "", "duration_min": 60, "location": "", "person": "", "cuisine": "", "max_price": 0, "dietary": "", "max_distance_miles": 0.0, "near_airport": false, "restaurant_name": "Sakura Garden", "to": "", "subject": "", "body": "" }, "reward": 0.05, "done": false, "tool_result": "Reservation confirmed at Sakura Garden." }, { "step": 4, "action": { "metadata": {}, "action_type": "send_email", "date": "", "event_id": "", "new_time": "", "title": "", "participants": [], "time": "", "duration_min": 60, "location": "", "person": "", "cuisine": "", "max_price": 0, "dietary": "", "max_distance_miles": 0.0, "near_airport": false, "restaurant_name": "", "to": "Client_Jones", "subject": "Lunch moved", "body": "Sorry, moving lunch to 11:00 due to board prep schedule changes." }, "reward": 0.05, "done": false, "tool_result": "Email sent to Client_Jones: 'Lunch moved'" }, { "step": 5, "action": { "metadata": {}, "action_type": "send_email", "date": "", "event_id": "", "new_time": "", "title": "", "participants": [], "time": "", "duration_min": 60, "location": "", "person": "", "cuisine": "", "max_price": 0, "dietary": "", "max_distance_miles": 0.0, "near_airport": false, "restaurant_name": "", "to": "VP_Chen", "subject": "Board prep confirmed", "body": "Confirmed board prep at 2 PM tomorrow." }, "reward": 0.05, "done": false, "tool_result": "Email sent to VP_Chen: 'Board prep confirmed'" }, { "step": 6, "action": { "action_type": "submit_plan" }, "reward": 0.99, "done": true, "tool_result": "Plan submitted. Episode graded." } ] }, { "task_id": "hard_014", "difficulty": "hard", "final_reward": 0.99, "reward_breakdown": { "constraint_satisfaction": 0.35, "conflict_resolution": 0.2, "commitment_coherence": 0.2, "communication_quality": 0.15, "step_efficiency": 0.1 }, "feedback": "[constraints] 3/3 constraints met | [conflicts] No calendar conflicts | [commitments] 1 honored | [communication] Email to VP_Chen: full credit | Email to Client_Jones: full credit | [efficiency] 4 steps (optimal: 5)", "steps_used": 4, "commitment_count": 1, "violation_count": 0, "success": true, "trace": [ { "step": 1, "action": { "metadata": {}, "action_type": "schedule_meeting", "date": "2026-04-24", "event_id": "", "new_time": "", "title": "Client_Jones sync with VP_Chen", "participants": [ "Client_Jones", "VP_Chen" ], "time": "15:00", "duration_min": 30, "location": "Room C", "person": "", "cuisine": "", "max_price": 0, "dietary": "", "max_distance_miles": 0.0, "near_airport": false, "restaurant_name": "", "to": "", "subject": "", "body": "" }, "reward": 0.05, "done": false, "tool_result": "Meeting scheduled: [evt_100] 2026-04-24 15:00 \u2014 Client_Jones sync with VP_Chen" }, { "step": 2, "action": { "metadata": {}, "action_type": "send_email", "date": "", "event_id": "", "new_time": "", "title": "", "participants": [], "time": "", "duration_min": 60, "location": "", "person": "", "cuisine": "", "max_price": 0, "dietary": "", "max_distance_miles": 0.0, "near_airport": false, "restaurant_name": "", "to": "VP_Chen", "subject": "Proposed slots", "body": "Client_Jones is available Thursday/Friday. Scheduled Thursday 3:00 PM." }, "reward": 0.05, "done": false, "tool_result": "Email sent to VP_Chen: 'Proposed slots'" }, { "step": 3, "action": { "metadata": {}, "action_type": "send_email", "date": "", "event_id": "", "new_time": "", "title": "", "participants": [], "time": "", "duration_min": 60, "location": "", "person": "", "cuisine": "", "max_price": 0, "dietary": "", "max_distance_miles": 0.0, "near_airport": false, "restaurant_name": "", "to": "Client_Jones", "subject": "Meeting confirmation", "body": "Confirmed meeting Thursday at 3:00 PM with VP_Chen." }, "reward": 0.05, "done": false, "tool_result": "Email sent to Client_Jones: 'Meeting confirmation'" }, { "step": 4, "action": { "action_type": "submit_plan" }, "reward": 0.99, "done": true, "tool_result": "Plan submitted. Episode graded." } ] }, { "task_id": "hard_015", "difficulty": "hard", "final_reward": 0.99, "reward_breakdown": { "constraint_satisfaction": 0.35, "conflict_resolution": 0.2, "commitment_coherence": 0.2, "communication_quality": 0.15, "step_efficiency": 0.1 }, "feedback": "[constraints] 5/5 constraints met | [conflicts] No calendar conflicts | [commitments] No commitments created | [communication] Email to Team: full credit | Email to Client_Jones: full credit | Email to VP_Chen: full credit | [efficiency] 5 steps (optimal: 8)", "steps_used": 5, "commitment_count": 0, "violation_count": 0, "success": true, "trace": [ { "step": 1, "action": { "metadata": {}, "action_type": "cancel_event", "date": "", "event_id": "evt_130", "new_time": "", "title": "", "participants": [], "time": "", "duration_min": 60, "location": "", "person": "", "cuisine": "", "max_price": 0, "dietary": "", "max_distance_miles": 0.0, "near_airport": false, "restaurant_name": "", "to": "", "subject": "", "body": "" }, "reward": 0.0, "done": false, "tool_result": "Cancelled [evt_130] 'Team Lunch' at 12:00 on 2026-04-25." }, { "step": 2, "action": { "metadata": {}, "action_type": "send_email", "date": "", "event_id": "", "new_time": "", "title": "", "participants": [], "time": "", "duration_min": 60, "location": "", "person": "", "cuisine": "", "max_price": 0, "dietary": "", "max_distance_miles": 0.0, "near_airport": false, "restaurant_name": "", "to": "Team", "subject": "Lunch cancelled due to incident", "body": "Cancelling lunch due to production incident in payment service (503 errors)." }, "reward": 0.05, "done": false, "tool_result": "Email sent to Team: 'Lunch cancelled due to incident'" }, { "step": 3, "action": { "metadata": {}, "action_type": "send_email", "date": "", "event_id": "", "new_time": "", "title": "", "participants": [], "time": "", "duration_min": 60, "location": "", "person": "", "cuisine": "", "max_price": 0, "dietary": "", "max_distance_miles": 0.0, "near_airport": false, "restaurant_name": "", "to": "Client_Jones", "subject": "Demo reschedule request", "body": "Apologies, need to reschedule demo due to production incident response." }, "reward": 0.05, "done": false, "tool_result": "Email sent to Client_Jones: 'Demo reschedule request'" }, { "step": 4, "action": { "metadata": {}, "action_type": "send_email", "date": "", "event_id": "", "new_time": "", "title": "", "participants": [], "time": "", "duration_min": 60, "location": "", "person": "", "cuisine": "", "max_price": 0, "dietary": "", "max_distance_miles": 0.0, "near_airport": false, "restaurant_name": "", "to": "VP_Chen", "subject": "Incident update and 1-on-1", "body": "On-call for payment incident; may need to reschedule 1-on-1 depending on mitigation time." }, "reward": 0.05, "done": false, "tool_result": "Email sent to VP_Chen: 'Incident update and 1-on-1'" }, { "step": 5, "action": { "action_type": "submit_plan" }, "reward": 0.99, "done": true, "tool_result": "Plan submitted. Episode graded." } ] }, { "task_id": "med_006", "difficulty": "medium", "final_reward": 0.99, "reward_breakdown": { "constraint_satisfaction": 0.35, "conflict_resolution": 0.2, "commitment_coherence": 0.2, "communication_quality": 0.15, "step_efficiency": 0.1 }, "feedback": "[constraints] 4/4 constraints met | [conflicts] No calendar conflicts | [commitments] 1 renegotiated | [communication] Email to Team: full credit | [efficiency] 4 steps (optimal: 4)", "steps_used": 4, "commitment_count": 1, "violation_count": 0, "success": true, "trace": [ { "step": 1, "action": { "metadata": {}, "action_type": "reschedule_event", "date": "", "event_id": "evt_40", "new_time": "15:00", "title": "", "participants": [], "time": "", "duration_min": 60, "location": "", "person": "", "cuisine": "", "max_price": 0, "dietary": "", "max_distance_miles": 0.0, "near_airport": false, "restaurant_name": "", "to": "", "subject": "", "body": "" }, "reward": -0.05, "done": false, "tool_result": "CONFLICT: moving 'Design Review' to 15:00 would overlap with 'Sprint Planning' at 15:00." }, { "step": 2, "action": { "metadata": {}, "action_type": "reschedule_event", "date": "", "event_id": "evt_41", "new_time": "13:00", "title": "", "participants": [], "time": "", "duration_min": 60, "location": "", "person": "", "cuisine": "", "max_price": 0, "dietary": "", "max_distance_miles": 0.0, "near_airport": false, "restaurant_name": "", "to": "", "subject": "", "body": "" }, "reward": 0.05, "done": false, "tool_result": "Rescheduled [evt_41] 'Sprint Planning' from 15:00 to 13:00." }, { "step": 3, "action": { "metadata": {}, "action_type": "send_email", "date": "", "event_id": "", "new_time": "", "title": "", "participants": [], "time": "", "duration_min": 60, "location": "", "person": "", "cuisine": "", "max_price": 0, "dietary": "", "max_distance_miles": 0.0, "near_airport": false, "restaurant_name": "", "to": "Team", "subject": "Sprint planning rescheduled", "body": "Sprint planning moved to 1:00 PM due to cascading schedule changes." }, "reward": 0.05, "done": false, "tool_result": "Email sent to Team: 'Sprint planning rescheduled'" }, { "step": 4, "action": { "action_type": "submit_plan" }, "reward": 0.99, "done": true, "tool_result": "Plan submitted. Episode graded." } ] }, { "task_id": "med_007", "difficulty": "medium", "final_reward": 0.9125, "reward_breakdown": { "constraint_satisfaction": 0.2625, "conflict_resolution": 0.2, "commitment_coherence": 0.2, "communication_quality": 0.15, "step_efficiency": 0.1 }, "feedback": "[constraints] 3/4 constraints met | [conflicts] No calendar conflicts | [commitments] 1 honored | [communication] Email to Team: full credit | [efficiency] 3 steps (optimal: 3)", "steps_used": 3, "commitment_count": 1, "violation_count": 0, "success": true, "trace": [ { "step": 1, "action": { "metadata": {}, "action_type": "book_restaurant", "date": "", "event_id": "", "new_time": "", "title": "", "participants": [], "time": "", "duration_min": 60, "location": "", "person": "", "cuisine": "", "max_price": 0, "dietary": "", "max_distance_miles": 0.0, "near_airport": false, "restaurant_name": "Green Garden", "to": "", "subject": "", "body": "" }, "reward": 0.05, "done": false, "tool_result": "Reservation confirmed at Green Garden." }, { "step": 2, "action": { "metadata": {}, "action_type": "send_email", "date": "", "event_id": "", "new_time": "", "title": "", "participants": [], "time": "", "duration_min": 60, "location": "", "person": "", "cuisine": "", "max_price": 0, "dietary": "", "max_distance_miles": 0.0, "near_airport": false, "restaurant_name": "", "to": "Team", "subject": "Dinner reservation confirmed", "body": "Booked Green Garden for tonight. Vegan and nut-free options available." }, "reward": 0.05, "done": false, "tool_result": "Email sent to Team: 'Dinner reservation confirmed'" }, { "step": 3, "action": { "action_type": "submit_plan" }, "reward": 0.9125, "done": true, "tool_result": "Plan submitted. Episode graded." } ] }, { "task_id": "med_008", "difficulty": "medium", "final_reward": 0.99, "reward_breakdown": { "constraint_satisfaction": 0.35, "conflict_resolution": 0.2, "commitment_coherence": 0.2, "communication_quality": 0.15, "step_efficiency": 0.1 }, "feedback": "[constraints] 3/3 constraints met | [conflicts] No calendar conflicts | [commitments] No commitments created | [communication] Email to VP_Chen: full credit | [efficiency] 2 steps (optimal: 2)", "steps_used": 2, "commitment_count": 0, "violation_count": 0, "success": true, "trace": [ { "step": 1, "action": { "metadata": {}, "action_type": "send_email", "date": "", "event_id": "", "new_time": "", "title": "", "participants": [], "time": "", "duration_min": 60, "location": "", "person": "", "cuisine": "", "max_price": 0, "dietary": "", "max_distance_miles": 0.0, "near_airport": false, "restaurant_name": "", "to": "VP_Chen", "subject": "Q3 numbers ETA", "body": "I am currently in a client call until 3:15 PM. I will send Q3 numbers right after the call." }, "reward": 0.05, "done": false, "tool_result": "Email sent to VP_Chen: 'Q3 numbers ETA'" }, { "step": 2, "action": { "action_type": "submit_plan" }, "reward": 0.99, "done": true, "tool_result": "Plan submitted. Episode graded." } ] }, { "task_id": "med_009", "difficulty": "medium", "final_reward": 0.99, "reward_breakdown": { "constraint_satisfaction": 0.35, "conflict_resolution": 0.2, "commitment_coherence": 0.2, "communication_quality": 0.15, "step_efficiency": 0.1 }, "feedback": "[constraints] 1/1 constraints met | [conflicts] No calendar conflicts | [commitments] No commitments created | [communication] Email to Bob: full credit | [efficiency] 2 steps (optimal: 4)", "steps_used": 2, "commitment_count": 0, "violation_count": 0, "success": true, "trace": [ { "step": 1, "action": { "metadata": {}, "action_type": "send_email", "date": "", "event_id": "", "new_time": "", "title": "", "participants": [], "time": "", "duration_min": 60, "location": "", "person": "", "cuisine": "", "max_price": 0, "dietary": "", "max_distance_miles": 0.0, "near_airport": false, "restaurant_name": "", "to": "Bob", "subject": "Retrospective moved to next week", "body": "Let's reschedule the retrospective to next week. Thursday works for me." }, "reward": 0.05, "done": false, "tool_result": "Email sent to Bob: 'Retrospective moved to next week'" }, { "step": 2, "action": { "action_type": "submit_plan" }, "reward": 0.99, "done": true, "tool_result": "Plan submitted. Episode graded." } ] }, { "task_id": "med_010", "difficulty": "medium", "final_reward": 0.99, "reward_breakdown": { "constraint_satisfaction": 0.35, "conflict_resolution": 0.2, "commitment_coherence": 0.2, "communication_quality": 0.15, "step_efficiency": 0.1 }, "feedback": "[constraints] 3/3 constraints met | [conflicts] No calendar conflicts | [commitments] 2 honored | [communication] Email to Client_Jones: full credit | [efficiency] 4 steps (optimal: 4)", "steps_used": 4, "commitment_count": 2, "violation_count": 0, "success": true, "trace": [ { "step": 1, "action": { "metadata": {}, "action_type": "schedule_meeting", "date": "2026-04-26", "event_id": "", "new_time": "", "title": "Client Demo", "participants": [ "Client_Jones" ], "time": "10:00", "duration_min": 60, "location": "Room A", "person": "", "cuisine": "", "max_price": 0, "dietary": "", "max_distance_miles": 0.0, "near_airport": false, "restaurant_name": "", "to": "", "subject": "", "body": "" }, "reward": 0.05, "done": false, "tool_result": "Meeting scheduled: [evt_100] 2026-04-26 10:00 \u2014 Client Demo" }, { "step": 2, "action": { "metadata": {}, "action_type": "book_restaurant", "date": "", "event_id": "", "new_time": "", "title": "", "participants": [], "time": "", "duration_min": 60, "location": "", "person": "", "cuisine": "", "max_price": 0, "dietary": "", "max_distance_miles": 0.0, "near_airport": false, "restaurant_name": "Garden Bistro", "to": "", "subject": "", "body": "" }, "reward": 0.05, "done": false, "tool_result": "Reservation confirmed at Garden Bistro." }, { "step": 3, "action": { "metadata": {}, "action_type": "send_email", "date": "", "event_id": "", "new_time": "", "title": "", "participants": [], "time": "", "duration_min": 60, "location": "", "person": "", "cuisine": "", "max_price": 0, "dietary": "", "max_distance_miles": 0.0, "near_airport": false, "restaurant_name": "", "to": "Client_Jones", "subject": "Visit itinerary", "body": "Itinerary: 10am demo in Room A, then vegetarian lunch at Garden Bistro." }, "reward": 0.05, "done": false, "tool_result": "Email sent to Client_Jones: 'Visit itinerary'" }, { "step": 4, "action": { "action_type": "submit_plan" }, "reward": 0.99, "done": true, "tool_result": "Plan submitted. Episode graded." } ] } ]