commitment-os / artifacts /evals /improved_eval.json
jayantaggarwal-sketch
Sync improvement-evidence artifacts and README updates.
98b25a9
[
{
"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": {
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"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",
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"commitment_coherence": 0.2,
"communication_quality": 0.15,
"step_efficiency": 0.1
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"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": "",
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"max_price": 0,
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"restaurant_name": "",
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{
"step": 2,
"action": {
"metadata": {},
"action_type": "send_email",
"date": "",
"event_id": "",
"new_time": "",
"title": "",
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"time": "",
"duration_min": 60,
"location": "",
"person": "",
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"max_price": 0,
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"to": "Team",
"subject": "Lunch cancelled due to incident",
"body": "Cancelling lunch due to production incident in payment service (503 errors)."
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"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",
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"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": "",
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"near_airport": false,
"restaurant_name": "",
"to": "",
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"body": ""
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"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,
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"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": {
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"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",
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"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",
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"final_reward": 0.99,
"reward_breakdown": {
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"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",
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},
"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."
}
]
}
]