Jayant2304/commitment-os
0
1[2 {3 "task_id": "easy_001",4 "difficulty": "easy",5 "final_reward": 0.99,6 "reward_breakdown": {7 "constraint_satisfaction": 0.35,8 "conflict_resolution": 0.2,9 "commitment_coherence": 0.2,10 "communication_quality": 0.15,11 "step_efficiency": 0.112 },13 "feedback": "[constraints] 3/3 constraints met | [conflicts] No calendar conflicts | [commitments] 1 honored | [communication] Email to Team: full credit | [efficiency] 3 steps (optimal: 3)",14 "steps_used": 3,15 "commitment_count": 1,16 "violation_count": 0,17 "success": true,18 "trace": [19 {20 "step": 1,21 "action": {22 "metadata": {},23 "action_type": "reschedule_event",24 "date": "",25 "event_id": "evt_2",26 "new_time": "15:00",27 "title": "",28 "participants": [],29 "time": "",30 "duration_min": 60,31 "location": "",32 "person": "",33 "cuisine": "",34 "max_price": 0,35 "dietary": "",36 "max_distance_miles": 0.0,37 "near_airport": false,38 "restaurant_name": "",39 "to": "",40 "subject": "",41 "body": ""42 },43 "reward": 0.05,44 "done": false,45 "tool_result": "Rescheduled [evt_2] 'Team Standup' from 14:00 to 15:00."46 },47 {48 "step": 2,49 "action": {50 "metadata": {},51 "action_type": "send_email",52 "date": "",53 "event_id": "",54 "new_time": "",55 "title": "",56 "participants": [],57 "time": "",58 "duration_min": 60,59 "location": "",60 "person": "",61 "cuisine": "",62 "max_price": 0,63 "dietary": "",64 "max_distance_miles": 0.0,65 "near_airport": false,66 "restaurant_name": "",67 "to": "Team",68 "subject": "Standup rescheduled",69 "body": "Hi team, rescheduling standup to 3:00 PM to avoid conflict with VP 1-on-1."70 },71 "reward": 0.05,72 "done": false,73 "tool_result": "Email sent to Team: 'Standup rescheduled'"74 },75 {76 "step": 3,77 "action": {78 "action_type": "submit_plan"79 },80 "reward": 0.99,81 "done": true,82 "tool_result": "Plan submitted. Episode graded."83 }84 ]85 },86 {87 "task_id": "easy_002",88 "difficulty": "easy",89 "final_reward": 0.8833,90 "reward_breakdown": {91 "constraint_satisfaction": 0.2333,92 "conflict_resolution": 0.2,93 "commitment_coherence": 0.2,94 "communication_quality": 0.15,95 "step_efficiency": 0.196 },97 "feedback": "[constraints] 2/3 constraints met | [conflicts] No calendar conflicts | [commitments] 1 honored | [communication] No communication requirements | [efficiency] 2 steps (optimal: 2)",98 "steps_used": 2,99 "commitment_count": 1,100 "violation_count": 0,101 "success": true,102 "trace": [103 {104 "step": 1,105 "action": {106 "metadata": {},107 "action_type": "book_restaurant",108 "date": "",109 "event_id": "",110 "new_time": "",111 "title": "",112 "participants": [],113 "time": "",114 "duration_min": 60,115 "location": "",116 "person": "",117 "cuisine": "",118 "max_price": 0,119 "dietary": "",120 "max_distance_miles": 0.0,121 "near_airport": false,122 "restaurant_name": "Bella Italia",123 "to": "",124 "subject": "",125 "body": ""126 },127 "reward": 0.05,128 "done": false,129 "tool_result": "Reservation confirmed at Bella Italia."130 },131 {132 "step": 2,133 "action": {134 "action_type": "submit_plan"135 },136 "reward": 0.8833,137 "done": true,138 "tool_result": "Plan submitted. Episode graded."139 }140 ]141 },142 {143 "task_id": "easy_003",144 "difficulty": "easy",145 "final_reward": 0.99,146 "reward_breakdown": {147 "constraint_satisfaction": 0.35,148 "conflict_resolution": 0.2,149 "commitment_coherence": 0.2,150 "communication_quality": 0.15,151 "step_efficiency": 0.1152 },153 "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)",154 "steps_used": 2,155 "commitment_count": 0,156 "violation_count": 0,157 "success": true,158 "trace": [159 {160 "step": 1,161 "action": {162 "metadata": {},163 "action_type": "send_email",164 "date": "",165 "event_id": "",166 "new_time": "",167 "title": "",168 "participants": [],169 "time": "",170 "duration_min": 60,171 "location": "",172 "person": "",173 "cuisine": "",174 "max_price": 0,175 "dietary": "",176 "max_distance_miles": 0.0,177 "near_airport": false,178 "restaurant_name": "",179 "to": "Client_Jones",180 "subject": "Available meeting slots",181 "body": "Available slots on 2026-04-25: 09:00, 11:00, and 16:00. Please choose one."182 },183 "reward": 0.05,184 "done": false,185 "tool_result": "Email sent to Client_Jones: 'Available meeting slots'"186 },187 {188 "step": 2,189 "action": {190 "action_type": "submit_plan"191 },192 "reward": 0.99,193 "done": true,194 "tool_result": "Plan submitted. Episode graded."195 }196 ]197 },198 {199 "task_id": "easy_004",200 "difficulty": "easy",201 "final_reward": 0.99,202 "reward_breakdown": {203 "constraint_satisfaction": 0.35,204 "conflict_resolution": 0.2,205 "commitment_coherence": 0.2,206 "communication_quality": 0.15,207 "step_efficiency": 0.09208 },209 "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)",210 "steps_used": 3,211 "commitment_count": 0,212 "violation_count": 0,213 "success": true,214 "trace": [215 {216 "step": 1,217 "action": {218 "metadata": {},219 "action_type": "cancel_event",220 "date": "",221 "event_id": "evt_30",222 "new_time": "",223 "title": "",224 "participants": [],225 "time": "",226 "duration_min": 60,227 "location": "",228 "person": "",229 "cuisine": "",230 "max_price": 0,231 "dietary": "",232 "max_distance_miles": 0.0,233 "near_airport": false,234 "restaurant_name": "",235 "to": "",236 "subject": "",237 "body": ""238 },239 "reward": 0.0,240 "done": false,241 "tool_result": "Cancelled [evt_30] 'Weekly Team Sync' at 15:00 on 2026-04-25."242 },243 {244 "step": 2,245 "action": {246 "metadata": {},247 "action_type": "send_email",248 "date": "",249 "event_id": "",250 "new_time": "",251 "title": "",252 "participants": [],253 "time": "",254 "duration_min": 60,255 "location": "",256 "person": "",257 "cuisine": "",258 "max_price": 0,259 "dietary": "",260 "max_distance_miles": 0.0,261 "near_airport": false,262 "restaurant_name": "",263 "to": "Team",264 "subject": "Weekly sync cancelled",265 "body": "Sorry team, cancelling today's sync due to a personal appointment conflict."266 },267 "reward": 0.05,268 "done": false,269 "tool_result": "Email sent to Team: 'Weekly sync cancelled'"270 },271 {272 "step": 3,273 "action": {274 "action_type": "submit_plan"275 },276 "reward": 0.99,277 "done": true,278 "tool_result": "Plan submitted. Episode graded."279 }280 ]281 },282 {283 "task_id": "easy_005",284 "difficulty": "easy",285 "final_reward": 0.99,286 "reward_breakdown": {287 "constraint_satisfaction": 0.35,288 "conflict_resolution": 0.2,289 "commitment_coherence": 0.2,290 "communication_quality": 0.15,291 "step_efficiency": 0.09292 },293 "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)",294 "steps_used": 3,295 "commitment_count": 0,296 "violation_count": 0,297 "success": true,298 "trace": [299 {300 "step": 1,301 "action": {302 "metadata": {},303 "action_type": "send_email",304 "date": "",305 "event_id": "",306 "new_time": "",307 "title": "",308 "participants": [],309 "time": "",310 "duration_min": 60,311 "location": "",312 "person": "",313 "cuisine": "",314 "max_price": 0,315 "dietary": "",316 "max_distance_miles": 0.0,317 "near_airport": false,318 "restaurant_name": "",319 "to": "VP_Chen",320 "subject": "Q3 board numbers",321 "body": "Sharing Q3 numbers for board deck. I will send the full table shortly."322 },323 "reward": 0.05,324 "done": false,325 "tool_result": "Email sent to VP_Chen: 'Q3 board numbers'"326 },327 {328 "step": 2,329 "action": {330 "metadata": {},331 "action_type": "send_email",332 "date": "",333 "event_id": "",334 "new_time": "",335 "title": "",336 "participants": [],337 "time": "",338 "duration_min": 60,339 "location": "",340 "person": "",341 "cuisine": "",342 "max_price": 0,343 "dietary": "",344 "max_distance_miles": 0.0,345 "near_airport": false,346 "restaurant_name": "",347 "to": "Client_Jones",348 "subject": "Contract review update",349 "body": "I reviewed the contract and will send comments by end of day."350 },351 "reward": 0.05,352 "done": false,353 "tool_result": "Email sent to Client_Jones: 'Contract review update'"354 },355 {356 "step": 3,357 "action": {358 "action_type": "submit_plan"359 },360 "reward": 0.99,361 "done": true,362 "tool_result": "Plan submitted. Episode graded."363 }364 ]365 },366 {367 "task_id": "hard_011",368 "difficulty": "hard",369 "final_reward": 0.99,370 "reward_breakdown": {371 "constraint_satisfaction": 0.35,372 "conflict_resolution": 0.2,373 "commitment_coherence": 0.2,374 "communication_quality": 0.15,375 "step_efficiency": 0.1376 },377 "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)",378 "steps_used": 5,379 "commitment_count": 1,380 "violation_count": 0,381 "success": true,382 "trace": [383 {384 "step": 1,385 "action": {386 "metadata": {},387 "action_type": "cancel_event",388 "date": "",389 "event_id": "evt_90",390 "new_time": "",391 "title": "",392 "participants": [],393 "time": "",394 "duration_min": 60,395 "location": "",396 "person": "",397 "cuisine": "",398 "max_price": 0,399 "dietary": "",400 "max_distance_miles": 0.0,401 "near_airport": false,402 "restaurant_name": "",403 "to": "",404 "subject": "",405 "body": ""406 },407 "reward": 0.0,408 "done": false,409 "tool_result": "Cancelled [evt_90] 'Yoga' at 18:00 on 2026-04-25."410 },411 {412 "step": 2,413 "action": {414 "metadata": {},415 "action_type": "book_restaurant",416 "date": "",417 "event_id": "",418 "new_time": "",419 "title": "",420 "participants": [],421 "time": "",422 "duration_min": 60,423 "location": "",424 "person": "",425 "cuisine": "",426 "max_price": 0,427 "dietary": "",428 "max_distance_miles": 0.0,429 "near_airport": false,430 "restaurant_name": "Sky Lounge",431 "to": "",432 "subject": "",433 "body": ""434 },435 "reward": 0.05,436 "done": false,437 "tool_result": "Reservation confirmed at Sky Lounge."438 },439 {440 "step": 3,441 "action": {442 "metadata": {},443 "action_type": "send_email",444 "date": "",445 "event_id": "",446 "new_time": "",447 "title": "",448 "participants": [],449 "time": "",450 "duration_min": 60,451 "location": "",452 "person": "",453 "cuisine": "",454 "max_price": 0,455 "dietary": "",456 "max_distance_miles": 0.0,457 "near_airport": false,458 "restaurant_name": "",459 "to": "Team",460 "subject": "Happy hour reschedule",461 "body": "Sorry team, rescheduling happy hour due to urgent investor dinner tonight."462 },463 "reward": 0.05,464 "done": false,465 "tool_result": "Email sent to Team: 'Happy hour reschedule'"466 },467 {468 "step": 4,469 "action": {470 "metadata": {},471 "action_type": "send_email",472 "date": "",473 "event_id": "",474 "new_time": "",475 "title": "",476 "participants": [],477 "time": "",478 "duration_min": 60,479 "location": "",480 "person": "",481 "cuisine": "",482 "max_price": 0,483 "dietary": "",484 "max_distance_miles": 0.0,485 "near_airport": false,486 "restaurant_name": "",487 "to": "VP_Chen",488 "subject": "Investor dinner booked",489 "body": "Booked Sky Lounge near airport with vegetarian options for Investor_Park."490 },491 "reward": 0.05,492 "done": false,493 "tool_result": "Email sent to VP_Chen: 'Investor dinner booked'"494 },495 {496 "step": 5,497 "action": {498 "action_type": "submit_plan"499 },500 "reward": 0.99,501 "done": true,502 "tool_result": "Plan submitted. Episode graded."503 }504 ]505 },506 {507 "task_id": "hard_012",508 "difficulty": "hard",509 "final_reward": 0.99,510 "reward_breakdown": {511 "constraint_satisfaction": 0.35,512 "conflict_resolution": 0.2,513 "commitment_coherence": 0.2,514 "communication_quality": 0.15,515 "step_efficiency": 0.1516 },517 "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)",518 "steps_used": 5,519 "commitment_count": 2,520 "violation_count": 0,521 "success": true,522 "trace": [523 {524 "step": 1,525 "action": {526 "metadata": {},527 "action_type": "reschedule_event",528 "date": "",529 "event_id": "evt_101",530 "new_time": "15:00",531 "title": "",532 "participants": [],533 "time": "",534 "duration_min": 60,535 "location": "",536 "person": "",537 "cuisine": "",538 "max_price": 0,539 "dietary": "",540 "max_distance_miles": 0.0,541 "near_airport": false,542 "restaurant_name": "",543 "to": "",544 "subject": "",545 "body": ""546 },547 "reward": 0.05,548 "done": false,549 "tool_result": "Rescheduled [evt_101] 'Client Demo' from 14:00 to 15:00."550 },551 {552 "step": 2,553 "action": {554 "metadata": {},555 "action_type": "reschedule_event",556 "date": "",557 "event_id": "evt_102",558 "new_time": "16:00",559 "title": "",560 "participants": [],561 "time": "",562 "duration_min": 60,563 "location": "",564 "person": "",565 "cuisine": "",566 "max_price": 0,567 "dietary": "",568 "max_distance_miles": 0.0,569 "near_airport": false,570 "restaurant_name": "",571 "to": "",572 "subject": "",573 "body": ""574 },575 "reward": 0.05,576 "done": false,577 "tool_result": "Rescheduled [evt_102] 'Team Retro' from 14:00 to 16:00."578 },579 {580 "step": 3,581 "action": {582 "metadata": {},583 "action_type": "send_email",584 "date": "",585 "event_id": "",586 "new_time": "",587 "title": "",588 "participants": [],589 "time": "",590 "duration_min": 60,591 "location": "",592 "person": "",593 "cuisine": "",594 "max_price": 0,595 "dietary": "",596 "max_distance_miles": 0.0,597 "near_airport": false,598 "restaurant_name": "",599 "to": "VP_Lee",600 "subject": "Room conflict update",601 "body": "Moving your client demo to 3:00 PM due to Alpha room prioritization."602 },603 "reward": 0.05,604 "done": false,605 "tool_result": "Email sent to VP_Lee: 'Room conflict update'"606 },607 {608 "step": 4,609 "action": {610 "metadata": {},611 "action_type": "send_email",612 "date": "",613 "event_id": "",614 "new_time": "",615 "title": "",616 "participants": [],617 "time": "",618 "duration_min": 60,619 "location": "",620 "person": "",621 "cuisine": "",622 "max_price": 0,623 "dietary": "",624 "max_distance_miles": 0.0,625 "near_airport": false,626 "restaurant_name": "",627 "to": "VP_Kumar",628 "subject": "Room conflict update",629 "body": "Moving your team retro to 4:00 PM due to board prep priority in Alpha."630 },631 "reward": 0.05,632 "done": false,633 "tool_result": "Email sent to VP_Kumar: 'Room conflict update'"634 },635 {636 "step": 5,637 "action": {638 "action_type": "submit_plan"639 },640 "reward": 0.99,641 "done": true,642 "tool_result": "Plan submitted. Episode graded."643 }644 ]645 },646 {647 "task_id": "hard_013",648 "difficulty": "hard",649 "final_reward": 0.99,650 "reward_breakdown": {651 "constraint_satisfaction": 0.35,652 "conflict_resolution": 0.2,653 "commitment_coherence": 0.2,654 "communication_quality": 0.15,655 "step_efficiency": 0.1656 },657 "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)",658 "steps_used": 6,659 "commitment_count": 3,660 "violation_count": 0,661 "success": true,662 "trace": [663 {664 "step": 1,665 "action": {666 "metadata": {},667 "action_type": "reschedule_event",668 "date": "",669 "event_id": "evt_111",670 "new_time": "14:00",671 "title": "",672 "participants": [],673 "time": "",674 "duration_min": 60,675 "location": "",676 "person": "",677 "cuisine": "",678 "max_price": 0,679 "dietary": "",680 "max_distance_miles": 0.0,681 "near_airport": false,682 "restaurant_name": "",683 "to": "",684 "subject": "",685 "body": ""686 },687 "reward": 0.05,688 "done": false,689 "tool_result": "Rescheduled [evt_111] 'Board Prep' from 16:00 to 14:00."690 },691 {692 "step": 2,693 "action": {694 "metadata": {},695 "action_type": "reschedule_event",696 "date": "",697 "event_id": "evt_112",698 "new_time": "11:00",699 "title": "",700 "participants": [],701 "time": "",702 "duration_min": 60,703 "location": "",704 "person": "",705 "cuisine": "",706 "max_price": 0,707 "dietary": "",708 "max_distance_miles": 0.0,709 "near_airport": false,710 "restaurant_name": "",711 "to": "",712 "subject": "",713 "body": ""714 },715 "reward": 0.05,716 "done": false,717 "tool_result": "Rescheduled [evt_112] 'Lunch with Client_Jones' from 12:00 to 11:00."718 },719 {720 "step": 3,721 "action": {722 "metadata": {},723 "action_type": "book_restaurant",724 "date": "",725 "event_id": "",726 "new_time": "",727 "title": "",728 "participants": [],729 "time": "",730 "duration_min": 60,731 "location": "",732 "person": "",733 "cuisine": "",734 "max_price": 0,735 "dietary": "",736 "max_distance_miles": 0.0,737 "near_airport": false,738 "restaurant_name": "Sakura Garden",739 "to": "",740 "subject": "",741 "body": ""742 },743 "reward": 0.05,744 "done": false,745 "tool_result": "Reservation confirmed at Sakura Garden."746 },747 {748 "step": 4,749 "action": {750 "metadata": {},751 "action_type": "send_email",752 "date": "",753 "event_id": "",754 "new_time": "",755 "title": "",756 "participants": [],757 "time": "",758 "duration_min": 60,759 "location": "",760 "person": "",761 "cuisine": "",762 "max_price": 0,763 "dietary": "",764 "max_distance_miles": 0.0,765 "near_airport": false,766 "restaurant_name": "",767 "to": "Client_Jones",768 "subject": "Lunch moved",769 "body": "Sorry, moving lunch to 11:00 due to board prep schedule changes."770 },771 "reward": 0.05,772 "done": false,773 "tool_result": "Email sent to Client_Jones: 'Lunch moved'"774 },775 {776 "step": 5,777 "action": {778 "metadata": {},779 "action_type": "send_email",780 "date": "",781 "event_id": "",782 "new_time": "",783 "title": "",784 "participants": [],785 "time": "",786 "duration_min": 60,787 "location": "",788 "person": "",789 "cuisine": "",790 "max_price": 0,791 "dietary": "",792 "max_distance_miles": 0.0,793 "near_airport": false,794 "restaurant_name": "",795 "to": "VP_Chen",796 "subject": "Board prep confirmed",797 "body": "Confirmed board prep at 2 PM tomorrow."798 },799 "reward": 0.05,800 "done": false,801 "tool_result": "Email sent to VP_Chen: 'Board prep confirmed'"802 },803 {804 "step": 6,805 "action": {806 "action_type": "submit_plan"807 },808 "reward": 0.99,809 "done": true,810 "tool_result": "Plan submitted. Episode graded."811 }812 ]813 },814 {815 "task_id": "hard_014",816 "difficulty": "hard",817 "final_reward": 0.99,818 "reward_breakdown": {819 "constraint_satisfaction": 0.35,820 "conflict_resolution": 0.2,821 "commitment_coherence": 0.2,822 "communication_quality": 0.15,823 "step_efficiency": 0.1824 },825 "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)",826 "steps_used": 4,827 "commitment_count": 1,828 "violation_count": 0,829 "success": true,830 "trace": [831 {832 "step": 1,833 "action": {834 "metadata": {},835 "action_type": "schedule_meeting",836 "date": "2026-04-24",837 "event_id": "",838 "new_time": "",839 "title": "Client_Jones sync with VP_Chen",840 "participants": [841 "Client_Jones",842 "VP_Chen"843 ],844 "time": "15:00",845 "duration_min": 30,846 "location": "Room C",847 "person": "",848 "cuisine": "",849 "max_price": 0,850 "dietary": "",851 "max_distance_miles": 0.0,852 "near_airport": false,853 "restaurant_name": "",854 "to": "",855 "subject": "",856 "body": ""857 },858 "reward": 0.05,859 "done": false,860 "tool_result": "Meeting scheduled: [evt_100] 2026-04-24 15:00 \u2014 Client_Jones sync with VP_Chen"861 },862 {863 "step": 2,864 "action": {865 "metadata": {},866 "action_type": "send_email",867 "date": "",868 "event_id": "",869 "new_time": "",870 "title": "",871 "participants": [],872 "time": "",873 "duration_min": 60,874 "location": "",875 "person": "",876 "cuisine": "",877 "max_price": 0,878 "dietary": "",879 "max_distance_miles": 0.0,880 "near_airport": false,881 "restaurant_name": "",882 "to": "VP_Chen",883 "subject": "Proposed slots",884 "body": "Client_Jones is available Thursday/Friday. Scheduled Thursday 3:00 PM."885 },886 "reward": 0.05,887 "done": false,888 "tool_result": "Email sent to VP_Chen: 'Proposed slots'"889 },890 {891 "step": 3,892 "action": {893 "metadata": {},894 "action_type": "send_email",895 "date": "",896 "event_id": "",897 "new_time": "",898 "title": "",899 "participants": [],900 "time": "",901 "duration_min": 60,902 "location": "",903 "person": "",904 "cuisine": "",905 "max_price": 0,906 "dietary": "",907 "max_distance_miles": 0.0,908 "near_airport": false,909 "restaurant_name": "",910 "to": "Client_Jones",911 "subject": "Meeting confirmation",912 "body": "Confirmed meeting Thursday at 3:00 PM with VP_Chen."913 },914 "reward": 0.05,915 "done": false,916 "tool_result": "Email sent to Client_Jones: 'Meeting confirmation'"917 },918 {919 "step": 4,920 "action": {921 "action_type": "submit_plan"922 },923 "reward": 0.99,924 "done": true,925 "tool_result": "Plan submitted. Episode graded."926 }927 ]928 },929 {930 "task_id": "hard_015",931 "difficulty": "hard",932 "final_reward": 0.99,933 "reward_breakdown": {934 "constraint_satisfaction": 0.35,935 "conflict_resolution": 0.2,936 "commitment_coherence": 0.2,937 "communication_quality": 0.15,938 "step_efficiency": 0.1939 },940 "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)",941 "steps_used": 5,942 "commitment_count": 0,943 "violation_count": 0,944 "success": true,945 "trace": [946 {947 "step": 1,948 "action": {949 "metadata": {},950 "action_type": "cancel_event",951 "date": "",952 "event_id": "evt_130",953 "new_time": "",954 "title": "",955 "participants": [],956 "time": "",957 "duration_min": 60,958 "location": "",959 "person": "",960 "cuisine": "",961 "max_price": 0,962 "dietary": "",963 "max_distance_miles": 0.0,964 "near_airport": false,965 "restaurant_name": "",966 "to": "",967 "subject": "",968 "body": ""969 },970 "reward": 0.0,971 "done": false,972 "tool_result": "Cancelled [evt_130] 'Team Lunch' at 12:00 on 2026-04-25."973 },974 {975 "step": 2,976 "action": {977 "metadata": {},978 "action_type": "send_email",979 "date": "",980 "event_id": "",981 "new_time": "",982 "title": "",983 "participants": [],984 "time": "",985 "duration_min": 60,986 "location": "",987 "person": "",988 "cuisine": "",989 "max_price": 0,990 "dietary": "",991 "max_distance_miles": 0.0,992 "near_airport": false,993 "restaurant_name": "",994 "to": "Team",995 "subject": "Lunch cancelled due to incident",996 "body": "Cancelling lunch due to production incident in payment service (503 errors)."997 },998 "reward": 0.05,999 "done": false,1000 "tool_result": "Email sent to Team: 'Lunch cancelled due to incident'"1001 },1002 {1003 "step": 3,1004 "action": {1005 "metadata": {},1006 "action_type": "send_email",1007 "date": "",1008 "event_id": "",1009 "new_time": "",1010 "title": "",1011 "participants": [],1012 "time": "",1013 "duration_min": 60,1014 "location": "",1015 "person": "",1016 "cuisine": "",1017 "max_price": 0,1018 "dietary": "",1019 "max_distance_miles": 0.0,1020 "near_airport": false,1021 "restaurant_name": "",1022 "to": "Client_Jones",1023 "subject": "Demo reschedule request",1024 "body": "Apologies, need to reschedule demo due to production incident response."1025 },1026 "reward": 0.05,1027 "done": false,1028 "tool_result": "Email sent to Client_Jones: 'Demo reschedule request'"1029 },1030 {1031 "step": 4,1032 "action": {1033 "metadata": {},1034 "action_type": "send_email",1035 "date": "",1036 "event_id": "",1037 "new_time": "",1038 "title": "",1039 "participants": [],1040 "time": "",1041 "duration_min": 60,1042 "location": "",1043 "person": "",1044 "cuisine": "",1045 "max_price": 0,1046 "dietary": "",1047 "max_distance_miles": 0.0,1048 "near_airport": false,1049 "restaurant_name": "",1050 "to": "VP_Chen",1051 "subject": "Incident update and 1-on-1",1052 "body": "On-call for payment incident; may need to reschedule 1-on-1 depending on mitigation time."1053 },1054 "reward": 0.05,1055 "done": false,1056 "tool_result": "Email sent to VP_Chen: 'Incident update and 1-on-1'"1057 },1058 {1059 "step": 5,1060 "action": {1061 "action_type": "submit_plan"1062 },1063 "reward": 0.99,1064 "done": true,1065 "tool_result": "Plan submitted. Episode graded."1066 }1067 ]1068 },1069 {1070 "task_id": "med_006",1071 "difficulty": "medium",1072 "final_reward": 0.99,1073 "reward_breakdown": {1074 "constraint_satisfaction": 0.35,1075 "conflict_resolution": 0.2,1076 "commitment_coherence": 0.2,1077 "communication_quality": 0.15,1078 "step_efficiency": 0.11079 },1080 "feedback": "[constraints] 4/4 constraints met | [conflicts] No calendar conflicts | [commitments] 1 renegotiated | [communication] Email to Team: full credit | [efficiency] 4 steps (optimal: 4)",1081 "steps_used": 4,1082 "commitment_count": 1,1083 "violation_count": 0,1084 "success": true,1085 "trace": [1086 {1087 "step": 1,1088 "action": {1089 "metadata": {},1090 "action_type": "reschedule_event",1091 "date": "",1092 "event_id": "evt_40",1093 "new_time": "15:00",1094 "title": "",1095 "participants": [],1096 "time": "",1097 "duration_min": 60,1098 "location": "",1099 "person": "",1100 "cuisine": "",1101 "max_price": 0,1102 "dietary": "",1103 "max_distance_miles": 0.0,1104 "near_airport": false,1105 "restaurant_name": "",1106 "to": "",1107 "subject": "",1108 "body": ""1109 },1110 "reward": -0.05,1111 "done": false,1112 "tool_result": "CONFLICT: moving 'Design Review' to 15:00 would overlap with 'Sprint Planning' at 15:00."1113 },1114 {1115 "step": 2,1116 "action": {1117 "metadata": {},1118 "action_type": "reschedule_event",1119 "date": "",1120 "event_id": "evt_41",1121 "new_time": "13:00",1122 "title": "",1123 "participants": [],1124 "time": "",1125 "duration_min": 60,1126 "location": "",1127 "person": "",1128 "cuisine": "",1129 "max_price": 0,1130 "dietary": "",1131 "max_distance_miles": 0.0,1132 "near_airport": false,1133 "restaurant_name": "",1134 "to": "",1135 "subject": "",1136 "body": ""1137 },1138 "reward": 0.05,1139 "done": false,1140 "tool_result": "Rescheduled [evt_41] 'Sprint Planning' from 15:00 to 13:00."1141 },1142 {1143 "step": 3,1144 "action": {1145 "metadata": {},1146 "action_type": "send_email",1147 "date": "",1148 "event_id": "",1149 "new_time": "",1150 "title": "",1151 "participants": [],1152 "time": "",1153 "duration_min": 60,1154 "location": "",1155 "person": "",1156 "cuisine": "",1157 "max_price": 0,1158 "dietary": "",1159 "max_distance_miles": 0.0,1160 "near_airport": false,1161 "restaurant_name": "",1162 "to": "Team",1163 "subject": "Sprint planning rescheduled",1164 "body": "Sprint planning moved to 1:00 PM due to cascading schedule changes."1165 },1166 "reward": 0.05,1167 "done": false,1168 "tool_result": "Email sent to Team: 'Sprint planning rescheduled'"1169 },1170 {1171 "step": 4,1172 "action": {1173 "action_type": "submit_plan"1174 },1175 "reward": 0.99,1176 "done": true,1177 "tool_result": "Plan submitted. Episode graded."1178 }1179 ]1180 },1181 {1182 "task_id": "med_007",1183 "difficulty": "medium",1184 "final_reward": 0.9125,1185 "reward_breakdown": {1186 "constraint_satisfaction": 0.2625,1187 "conflict_resolution": 0.2,1188 "commitment_coherence": 0.2,1189 "communication_quality": 0.15,1190 "step_efficiency": 0.11191 },1192 "feedback": "[constraints] 3/4 constraints met | [conflicts] No calendar conflicts | [commitments] 1 honored | [communication] Email to Team: full credit | [efficiency] 3 steps (optimal: 3)",1193 "steps_used": 3,1194 "commitment_count": 1,1195 "violation_count": 0,1196 "success": true,1197 "trace": [1198 {1199 "step": 1,1200 "action": {