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2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | battery_engineering | $5,000-$50,000 challenge-scale | seed_task_metadata | compiler_101_20260702T140603Z | aa-seed-task-101 | 0.2.0 | tasks/101 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | battery_degradation_modeling | [] | ["battery", "battery_engineering", "cell", "degradation", "engineering", "feature"] | 101 | Battery cell degradation feature engineering | Battery cell degradation feature engineering | [] | 2 | 22 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 2, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 6, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | battery_engineering | $120k-$210k salary range | seed_task_metadata | compiler_102_20260702T140605Z | aa-seed-task-102 | 0.2.0 | tasks/102 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | thermal_safety_screen | [] | ["battery_engineering", "pack", "risk", "runaway", "screen", "thermal"] | 102 | Pack thermal runaway risk screen | Pack thermal runaway risk screen | [] | 2 | 40 | {"api_interaction_events.jsonl": 1, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 3, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 11, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": ... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | battery_engineering | $1,000-$10,000 prize or benchmark-value | seed_task_metadata | compiler_103_20260702T140606Z | aa-seed-task-103 | 0.2.0 | tasks/103 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | SOC_estimation | [] | ["audit", "battery_engineering", "bms", "estimator", "state-of-charge"] | 103 | BMS state-of-charge estimator audit | BMS state-of-charge estimator audit | [] | 2 | 28 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 0, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 8, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | battery_engineering | $60-$120/hr role pay range | seed_task_metadata | compiler_104_20260702T140608Z | aa-seed-task-104 | 0.2.0 | tasks/104 | 0.1.9 | aa-experience-compiler-v0.2 | 15 | storage_dispatch | [] | ["battery", "battery_engineering", "dispatch", "optimizer", "second-life"] | 104 | Second-life battery dispatch optimizer | Second-life battery dispatch optimizer | [] | 2 | 20 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 0, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 0, "evaluation_examples.jsonl": 0, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | battery_engineering | $55-$110/hr professional wage | seed_task_metadata | compiler_105_20260702T140609Z | aa-seed-task-105 | 0.2.0 | tasks/105 | 0.1.9 | aa-experience-compiler-v0.2 | 15 | fast_charge_analysis | [] | ["anomaly", "battery_engineering", "curve", "ev", "fast-charge", "review"] | 105 | EV fast-charge curve anomaly review | EV fast-charge curve anomaly review | [] | 2 | 30 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 0, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 0, "evaluation_examples.jsonl": 0, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | power_systems | $750-$5,000 expert fixed-price project | seed_task_metadata | compiler_106_20260702T140611Z | aa-seed-task-106 | 0.2.0 | tasks/106 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | DER_hosting_capacity | [] | ["capacity", "distribution", "feeder", "hosting", "power_systems", "screen"] | 106 | Distribution feeder hosting capacity screen | Distribution feeder hosting capacity screen | [] | 2 | 34 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 1, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 9, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | power_systems | $55-$110/hr wage | seed_task_metadata | compiler_107_20260702T140612Z | aa-seed-task-107 | 0.2.0 | tasks/107 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | microgrid_dispatch | [] | ["dispatch", "islanding", "microgrid", "plan", "power_systems"] | 107 | Microgrid islanding dispatch plan | Microgrid islanding dispatch plan | [] | 2 | 26 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 0, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 7, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | power_systems | $5,000-$25,000 project budget | seed_task_metadata | compiler_108_20260702T140614Z | aa-seed-task-108 | 0.2.0 | tasks/108 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | asset_loading_analysis | [] | ["analysis", "contingency", "loading", "power_systems", "transformer"] | 108 | Transformer loading contingency analysis | Transformer loading contingency analysis | [] | 2 | 24 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 0, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 7, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 6... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | power_systems | $40-$85/hr graduate research/engineering assistant-equivalent wage | seed_task_metadata | compiler_109_20260702T140615Z | aa-seed-task-109 | 0.2.0 | tasks/109 | 0.1.9 | aa-experience-compiler-v0.2 | 15 | volt_var_control | [] | ["power", "power_systems", "reactive", "recommendation", "setpoint"] | 109 | Reactive power setpoint recommendation | Reactive power setpoint recommendation | [] | 2 | 22 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 0, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 0, "evaluation_examples.jsonl": 0, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | power_systems | $1,000-$8,000 project value | seed_task_metadata | compiler_110_20260702T140618Z | aa-seed-task-110 | 0.2.0 | tasks/110 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | protection_coordination | [] | ["check", "consistency", "power_systems", "relay", "settings", "substation"] | 110 | Substation relay settings consistency check | Substation relay settings consistency check | [] | 2 | 52 | {"api_interaction_events.jsonl": 1, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 1, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 15, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": ... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | robotics_control | $5,000-$50,000 challenge-scale | seed_task_metadata | compiler_111_20260702T140619Z | aa-seed-task-111 | 0.2.0 | tasks/111 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | trajectory_optimization | [] | ["arm", "jerk", "minimization", "robot", "robotics_control", "trajectory"] | 111 | Robot arm trajectory jerk minimization | Robot arm trajectory jerk minimization | [] | 2 | 18 | {"api_interaction_events.jsonl": 1, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 1, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 5, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | robotics_control | $120k-$210k salary range | seed_task_metadata | compiler_112_20260702T140621Z | aa-seed-task-112 | 0.2.0 | tasks/112 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | localization_diagnostics | [] | ["autonomous", "failure", "localization", "mobile", "robot", "robotics_control", "triage"] | 112 | Autonomous mobile robot localization failure triage | Autonomous mobile robot localization failure triage | [] | 2 | 24 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 1, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 6, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 2... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | robotics_control | $1,000-$10,000 prize or benchmark-value | seed_task_metadata | compiler_113_20260702T140622Z | aa-seed-task-113 | 0.2.0 | tasks/113 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | multi_agent_planning | [] | ["allocation", "coverage", "drone", "path", "robotics_control", "swarm"] | 113 | Drone swarm coverage path allocation | Drone swarm coverage path allocation | [] | 2 | 24 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 1, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 6, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | robotics_control | $60-$120/hr role pay range | seed_task_metadata | compiler_114_20260702T140623Z | aa-seed-task-114 | 0.2.0 | tasks/114 | 0.1.9 | aa-experience-compiler-v0.2 | 15 | force_control_tuning | [] | ["assembly", "for", "force-control", "insertion", "robotics_control", "tuning"] | 114 | Force-control tuning for assembly insertion | Force-control tuning for assembly insertion | [] | 2 | 22 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 0, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 0, "evaluation_examples.jsonl": 0, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | robotics_control | $55-$110/hr professional wage | seed_task_metadata | compiler_115_20260702T140625Z | aa-seed-task-115 | 0.2.0 | tasks/115 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | machine_vision_QA | [] | ["audit", "pick", "quality", "robotics_control", "vision-guided"] | 115 | Vision-guided pick quality audit | Vision-guided pick quality audit | [] | 2 | 32 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 1, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 8, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 1... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | aerospace_engineering | $750-$5,000 expert fixed-price project | seed_task_metadata | compiler_116_20260702T140626Z | aa-seed-task-116 | 0.2.0 | tasks/116 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | spacecraft_power_budget | [] | ["aerospace_engineering", "budget", "cubesat", "eclipse", "power", "simulation"] | 116 | CubeSat power budget eclipse simulation | CubeSat power budget eclipse simulation | [] | 2 | 30 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 0, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 8, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | aerospace_engineering | $55-$110/hr wage | seed_task_metadata | compiler_117_20260702T140628Z | aa-seed-task-117 | 0.2.0 | tasks/117 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | telemetry_QA | [] | ["aerospace_engineering", "design", "launch", "limit-check", "telemetry", "vehicle"] | 117 | Launch vehicle telemetry limit-check design | Launch vehicle telemetry limit-check design | [] | 2 | 26 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 0, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 7, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | aerospace_engineering | $5,000-$25,000 project budget | seed_task_metadata | compiler_118_20260702T140629Z | aa-seed-task-118 | 0.2.0 | tasks/118 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | conjunction_screening | [] | ["aerospace_engineering", "conjunction", "debris", "orbital", "triage"] | 118 | Orbital debris conjunction triage | Orbital debris conjunction triage | [] | 2 | 18 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 0, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 5, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 2... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | aerospace_engineering | $40-$85/hr graduate research/engineering assistant-equivalent wage | seed_task_metadata | compiler_119_20260702T140630Z | aa-seed-task-119 | 0.2.0 | tasks/119 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | composite_repair_review | [] | ["aerospace_engineering", "aid", "aircraft", "composite", "disposition", "repair"] | 119 | Aircraft composite repair disposition aid | Aircraft composite repair disposition aid | [] | 2 | 20 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 2, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 5, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 2... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | aerospace_engineering | $1,000-$8,000 project value | seed_task_metadata | compiler_120_20260702T140632Z | aa-seed-task-120 | 0.2.0 | tasks/120 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | ground_station_scheduling | [] | ["aerospace_engineering", "ground-pass", "optimizer", "satellite", "scheduling"] | 120 | Satellite ground-pass scheduling optimizer | Satellite ground-pass scheduling optimizer | [] | 2 | 24 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 0, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 7, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | mechanical_engineering | $5,000-$50,000 challenge-scale | seed_task_metadata | compiler_121_20260702T140633Z | aa-seed-task-121 | 0.2.0 | tasks/121 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | CFD_setup_review | [] | ["audit", "boundary-condition", "cfd", "mechanical_engineering", "sanity"] | 121 | CFD boundary-condition sanity audit | CFD boundary-condition sanity audit | [] | 2 | 24 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 1, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 7, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | mechanical_engineering | $120k-$210k salary range | seed_task_metadata | compiler_122_20260702T140634Z | aa-seed-task-122 | 0.2.0 | tasks/122 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | FEA_convergence | [] | ["convergence", "finite-element", "mechanical_engineering", "mesh", "plan"] | 122 | Finite-element mesh convergence plan | Finite-element mesh convergence plan | [] | 2 | 20 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 0, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 5, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | mechanical_engineering | $1,000-$10,000 prize or benchmark-value | seed_task_metadata | compiler_123_20260702T140636Z | aa-seed-task-123 | 0.2.0 | tasks/123 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | hydraulic_actuator_sizing | [] | ["actuator", "hydraulic", "load", "mechanical_engineering", "shock", "sizing", "under"] | 123 | Hydraulic actuator sizing under shock load | Hydraulic actuator sizing under shock load | [] | 2 | 30 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 2, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 10, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": ... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | mechanical_engineering | $60-$120/hr role pay range | seed_task_metadata | compiler_124_20260702T140637Z | aa-seed-task-124 | 0.2.0 | tasks/124 | 0.1.9 | aa-experience-compiler-v0.2 | 15 | HVAC_cycle_diagnostics | [] | ["cycle", "diagnostic", "heat-pump", "mechanical_engineering", "refrigerant"] | 124 | Heat-pump refrigerant cycle diagnostic | Heat-pump refrigerant cycle diagnostic | [] | 2 | 26 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 0, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 0, "evaluation_examples.jsonl": 0, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | mechanical_engineering | $55-$110/hr professional wage | seed_task_metadata | compiler_125_20260702T140639Z | aa-seed-task-125 | 0.2.0 | tasks/125 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | rotordynamics_vibration | [] | ["mechanical_engineering", "spectrum", "triage", "turbomachinery", "vibration"] | 125 | Turbomachinery vibration spectrum triage | Turbomachinery vibration spectrum triage | [] | 2 | 22 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 1, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 7, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | electrical_engineering | $750-$5,000 expert fixed-price project | seed_task_metadata | compiler_126_20260702T140640Z | aa-seed-task-126 | 0.2.0 | tasks/126 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | signal_integrity_review | [] | ["electrical_engineering", "high-speed", "interface", "pcb", "review", "timing"] | 126 | PCB high-speed interface timing review | PCB high-speed interface timing review | [] | 2 | 24 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 0, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 7, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | electrical_engineering | $55-$110/hr wage | seed_task_metadata | compiler_127_20260702T140642Z | aa-seed-task-127 | 0.2.0 | tasks/127 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | converter_loss_analysis | [] | ["budget", "electrical_engineering", "electronics", "loss", "power"] | 127 | Power electronics loss budget | Power electronics loss budget | [] | 2 | 36 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 3, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 10, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": ... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | electrical_engineering | $5,000-$25,000 project budget | seed_task_metadata | compiler_128_20260702T140643Z | aa-seed-task-128 | 0.2.0 | tasks/128 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | EMI_filter_design | [] | ["component", "electrical_engineering", "emi", "filter", "selection"] | 128 | EMI filter component selection | EMI filter component selection | [] | 2 | 20 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 0, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 6, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | electrical_engineering | $40-$85/hr graduate research/engineering assistant-equivalent wage | seed_task_metadata | compiler_129_20260702T140644Z | aa-seed-task-129 | 0.2.0 | tasks/129 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | FPGA_architecture | [] | ["electrical_engineering", "fpga", "resource", "study", "trade", "utilization"] | 129 | FPGA resource utilization trade study | FPGA resource utilization trade study | [] | 2 | 26 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 0, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 8, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 2... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | electrical_engineering | $1,000-$8,000 project value | seed_task_metadata | compiler_130_20260702T140646Z | aa-seed-task-130 | 0.2.0 | tasks/130 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | sensor_fusion | [] | ["audit", "covariance", "electrical_engineering", "fusion", "sensor", "tuning"] | 130 | Sensor fusion covariance tuning audit | Sensor fusion covariance tuning audit | [] | 2 | 22 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 2, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 7, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | semiconductor | $5,000-$50,000 challenge-scale | seed_task_metadata | compiler_131_20260702T140647Z | aa-seed-task-131 | 0.2.0 | tasks/131 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | wafer_yield_analysis | [] | ["excursion", "root-cause", "screen", "semiconductor", "wafer", "yield"] | 131 | Wafer yield excursion root-cause screen | Wafer yield excursion root-cause screen | [] | 2 | 26 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 1, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 8, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 1... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | semiconductor | $120k-$210k salary range | seed_task_metadata | compiler_132_20260702T140648Z | aa-seed-task-132 | 0.2.0 | tasks/132 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | lithography_process_window | [] | ["analysis", "lithography", "process-window", "semiconductor"] | 132 | Lithography process-window analysis | Lithography process-window analysis | [] | 2 | 22 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 0, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 6, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | semiconductor | $1,000-$10,000 prize or benchmark-value | seed_task_metadata | compiler_133_20260702T140650Z | aa-seed-task-133 | 0.2.0 | tasks/133 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | etch_process_control | [] | ["drift", "etch", "plasma", "recipe", "review", "semiconductor"] | 133 | Plasma etch recipe drift review | Plasma etch recipe drift review | [] | 2 | 22 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 1, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 6, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | semiconductor | $60-$120/hr role pay range | seed_task_metadata | compiler_134_20260702T140651Z | aa-seed-task-134 | 0.2.0 | tasks/134 | 0.1.9 | aa-experience-compiler-v0.2 | 15 | cleanroom_monitoring | [] | ["cleanroom", "dashboard", "excursion", "particle", "semiconductor", "spec"] | 134 | Cleanroom particle excursion dashboard spec | Cleanroom particle excursion dashboard spec | [] | 2 | 22 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 0, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 0, "evaluation_examples.jsonl": 0, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | semiconductor | $55-$110/hr professional wage | seed_task_metadata | compiler_135_20260702T140652Z | aa-seed-task-135 | 0.2.0 | tasks/135 | 0.1.9 | aa-experience-compiler-v0.2 | 15 | ATE_binning | [] | ["audit", "binning", "ic", "rule", "semiconductor", "test"] | 135 | IC test binning rule audit | IC test binning rule audit | [] | 2 | 22 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 0, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 0, "evaluation_examples.jsonl": 0, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | materials_science | $750-$5,000 expert fixed-price project | seed_task_metadata | compiler_136_20260702T140653Z | aa-seed-task-136 | 0.2.0 | tasks/136 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | heat_treatment_analysis | [] | ["alloy", "analysis", "heat-treatment", "materials_science", "response"] | 136 | Alloy heat-treatment response analysis | Alloy heat-treatment response analysis | [] | 2 | 20 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 1, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 5, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | materials_science | $55-$110/hr wage | seed_task_metadata | compiler_137_20260702T140655Z | aa-seed-task-137 | 0.2.0 | tasks/137 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | polymer_creep_modeling | [] | ["creep", "fit", "materials_science", "model", "parameter", "polymer"] | 137 | Polymer creep model parameter fit | Polymer creep model parameter fit | [] | 2 | 20 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 2, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 5, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 1... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | materials_science | $5,000-$25,000 project budget | seed_task_metadata | compiler_138_20260702T140656Z | aa-seed-task-138 | 0.2.0 | tasks/138 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | fracture_mechanics | [] | ["ceramic", "comparison", "fracture", "materials_science", "toughness"] | 138 | Ceramic fracture toughness comparison | Ceramic fracture toughness comparison | [] | 2 | 28 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 1, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 8, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | materials_science | $40-$85/hr graduate research/engineering assistant-equivalent wage | seed_task_metadata | compiler_139_20260702T140657Z | aa-seed-task-139 | 0.2.0 | tasks/139 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | corrosion_analysis | [] | ["corrosion", "coupon", "exposure", "materials_science", "ranking"] | 139 | Corrosion coupon exposure ranking | Corrosion coupon exposure ranking | [] | 2 | 22 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 0, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 6, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | materials_science | $1,000-$8,000 project value | seed_task_metadata | compiler_140_20260702T140659Z | aa-seed-task-140 | 0.2.0 | tasks/140 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | AM_quality_analysis | [] | ["additive", "ct", "manufacturing", "materials_science", "porosity", "review"] | 140 | Additive manufacturing porosity CT review | Additive manufacturing porosity CT review | [] | 2 | 26 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 1, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 8, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 2... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | computational_biology | $5,000-$50,000 challenge-scale | seed_task_metadata | compiler_141_20260702T140700Z | aa-seed-task-141 | 0.2.0 | tasks/141 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | single_cell_QC | [] | ["and", "clustering", "computational_biology", "plan", "qc", "rna", "single-cell"] | 141 | Single-cell RNA QC and clustering plan | Single-cell RNA QC and clustering plan | [] | 2 | 24 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 1, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 7, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | computational_biology | $120k-$210k salary range | seed_task_metadata | compiler_142_20260702T140701Z | aa-seed-task-142 | 0.2.0 | tasks/142 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | CRISPR_guide_analysis | [] | ["computational_biology", "crispr", "guide", "off-target", "prioritization"] | 142 | CRISPR guide off-target prioritization | CRISPR guide off-target prioritization | [] | 2 | 24 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 1, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 7, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | computational_biology | $1,000-$10,000 prize or benchmark-value | seed_task_metadata | compiler_143_20260702T140703Z | aa-seed-task-143 | 0.2.0 | tasks/143 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | protein_variant_analysis | [] | ["computational_biology", "protein", "ranking", "stability", "variant"] | 143 | Protein variant stability ranking | Protein variant stability ranking | [] | 2 | 22 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 1, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 6, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 8... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | computational_biology | $60-$120/hr role pay range | seed_task_metadata | compiler_144_20260702T140704Z | aa-seed-task-144 | 0.2.0 | tasks/144 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | metabolomics_QC | [] | ["batch-effect", "computational_biology", "correction", "metabolomics", "plan"] | 144 | Metabolomics batch-effect correction plan | Metabolomics batch-effect correction plan | [] | 2 | 16 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 1, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 6, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 2... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | computational_biology | $55-$110/hr professional wage | seed_task_metadata | compiler_145_20260702T140706Z | aa-seed-task-145 | 0.2.0 | tasks/145 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | pathway_analysis | [] | ["audit", "computational_biology", "enrichment", "evidence", "pathway"] | 145 | Pathway enrichment evidence audit | Pathway enrichment evidence audit | [] | 2 | 40 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 4, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 12, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": ... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | bioscience | $750-$5,000 expert fixed-price project | seed_task_metadata | compiler_146_20260702T140708Z | aa-seed-task-146 | 0.2.0 | tasks/146 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | assay_normalization | [] | ["assay", "bioscience", "drift", "normalization", "plate"] | 146 | Assay plate drift normalization | Assay plate drift normalization | [] | 2 | 24 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 2, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 7, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | bioscience | $55-$110/hr wage | seed_task_metadata | compiler_147_20260702T140709Z | aa-seed-task-147 | 0.2.0 | tasks/147 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | qPCR_QC | [] | ["bioscience", "efficiency", "primer", "qpcr", "review"] | 147 | qPCR primer efficiency review | qPCR primer efficiency review | [] | 2 | 32 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 1, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 10, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": ... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | bioscience | $5,000-$25,000 project budget | seed_task_metadata | compiler_148_20260702T140711Z | aa-seed-task-148 | 0.2.0 | tasks/148 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | liquid_handling_optimization | [] | ["automation", "bioscience", "lab", "liquid-class", "tuning"] | 148 | Lab automation liquid-class tuning | Lab automation liquid-class tuning | [] | 2 | 18 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 3, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 5, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | bioscience | $40-$85/hr graduate research/engineering assistant-equivalent wage | seed_task_metadata | compiler_149_20260702T140712Z | aa-seed-task-149 | 0.2.0 | tasks/149 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | research_data_governance | [] | ["audit", "bioscience", "completeness", "eln", "metadata"] | 149 | ELN metadata completeness audit | ELN metadata completeness audit | [] | 2 | 20 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 0, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 5, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 2... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | bioscience | $1,000-$8,000 project value | seed_task_metadata | compiler_150_20260702T140713Z | aa-seed-task-150 | 0.2.0 | tasks/150 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | bioprocess_optimization | [] | ["bioreactor", "bioscience", "feed", "screen", "strategy"] | 150 | Bioreactor feed strategy screen | Bioreactor feed strategy screen | [] | 2 | 16 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 2, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 6, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 1... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | medical_research | $5,000-$50,000 challenge-scale | seed_task_metadata | compiler_151_20260702T140715Z | aa-seed-task-151 | 0.2.0 | tasks/151 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | clinical_safety_timeline | [] | ["adverse-event", "clinical", "medical_research", "reconstruction", "timeline"] | 151 | Clinical adverse-event timeline reconstruction | Clinical adverse-event timeline reconstruction | [] | 2 | 28 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 1, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 7, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | medical_research | $120k-$210k salary range | seed_task_metadata | compiler_152_20260702T140716Z | aa-seed-task-152 | 0.2.0 | tasks/152 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | imaging_endpoint_QC | [] | ["endpoint", "imaging", "measurement", "medical_research", "qc"] | 152 | Imaging endpoint measurement QC | Imaging endpoint measurement QC | [] | 2 | 26 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 0, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 7, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | medical_research | $1,000-$10,000 prize or benchmark-value | seed_task_metadata | compiler_153_20260702T140718Z | aa-seed-task-153 | 0.2.0 | tasks/153 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | RWE_cohort_design | [] | ["analysis", "attrition", "cohort", "evidence", "medical_research", "real-world"] | 153 | Real-world evidence cohort attrition analysis | Real-world evidence cohort attrition analysis | [] | 2 | 40 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 1, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 12, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": ... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | medical_research | $60-$120/hr role pay range | seed_task_metadata | compiler_154_20260702T140719Z | aa-seed-task-154 | 0.2.0 | tasks/154 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | protocol_deviation_review | [] | ["classification", "deviation", "medical_research", "protocol", "severity"] | 154 | Protocol deviation severity classification | Protocol deviation severity classification | [] | 2 | 22 | {"api_interaction_events.jsonl": 1, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 0, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 6, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | medical_research | $55-$110/hr professional wage | seed_task_metadata | compiler_155_20260702T140721Z | aa-seed-task-155 | 0.2.0 | tasks/155 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | evidence_grading | [] | ["claim", "evidence", "grading", "literature", "medical", "medical_research"] | 155 | Medical literature claim evidence grading | Medical literature claim evidence grading | [] | 2 | 26 | {"api_interaction_events.jsonl": 3, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 3, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 7, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | chemistry | $750-$5,000 expert fixed-price project | seed_task_metadata | compiler_156_20260702T140722Z | aa-seed-task-156 | 0.2.0 | tasks/156 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | DOE_reaction_optimization | [] | ["chemistry", "design", "optimization", "reaction", "yield"] | 156 | Reaction yield optimization design | Reaction yield optimization design | [] | 2 | 20 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 0, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 5, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 1... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | chemistry | $55-$110/hr wage | seed_task_metadata | compiler_157_20260702T140723Z | aa-seed-task-157 | 0.2.0 | tasks/157 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | docking_analysis | [] | ["chemistry", "docking", "hit", "molecular", "triage"] | 157 | Molecular docking hit triage | Molecular docking hit triage | [] | 2 | 18 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 0, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 5, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 1... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | chemistry | $5,000-$25,000 project budget | seed_task_metadata | compiler_158_20260702T140725Z | aa-seed-task-158 | 0.2.0 | tasks/158 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | impurity_trending | [] | ["chemistry", "impurity", "investigation", "trend"] | 158 | Impurity trend investigation | Impurity trend investigation | [] | 2 | 22 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 5, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 9, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 1... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | chemistry | $40-$85/hr graduate research/engineering assistant-equivalent wage | seed_task_metadata | compiler_159_20260702T140726Z | aa-seed-task-159 | 0.2.0 | tasks/159 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | LCMS_QC | [] | ["chemistry", "integration", "lc-ms", "peak", "qc"] | 159 | LC-MS peak integration QC | LC-MS peak integration QC | [] | 2 | 26 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 2, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 7, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 3... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | chemistry | $1,000-$8,000 project value | seed_task_metadata | compiler_160_20260702T140728Z | aa-seed-task-160 | 0.2.0 | tasks/160 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | formulation_screening | [] | ["chemistry", "formulation", "screen", "solubility"] | 160 | Solubility formulation screen | Solubility formulation screen | [] | 2 | 34 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 0, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 10, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": ... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | climate | $5,000-$50,000 challenge-scale | seed_task_metadata | compiler_161_20260702T140729Z | aa-seed-task-161 | 0.2.0 | tasks/161 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | flood_risk_geospatial | [] | ["analysis", "climate", "flood", "raster", "risk", "threshold"] | 161 | Flood risk raster threshold analysis | Flood risk raster threshold analysis | [] | 2 | 28 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 0, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 9, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 1... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | climate | $120k-$210k salary range | seed_task_metadata | compiler_162_20260702T140731Z | aa-seed-task-162 | 0.2.0 | tasks/162 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | wildfire_portfolio_risk | [] | ["climate", "exposure", "portfolio", "screen", "wildfire"] | 162 | Wildfire exposure portfolio screen | Wildfire exposure portfolio screen | [] | 2 | 26 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 1, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 8, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 1... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | climate | $1,000-$10,000 prize or benchmark-value | seed_task_metadata | compiler_163_20260702T140732Z | aa-seed-task-163 | 0.2.0 | tasks/163 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | abatement_cost_analysis | [] | ["abatement", "carbon", "climate", "cost", "curve", "marginal"] | 163 | Carbon abatement marginal cost curve | Carbon abatement marginal cost curve | [] | 2 | 38 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 2, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 10, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": ... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | climate | $60-$120/hr role pay range | seed_task_metadata | compiler_164_20260702T140734Z | aa-seed-task-164 | 0.2.0 | tasks/164 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | scenario_analysis | [] | ["climate", "revenue", "scenario", "sensitivity"] | 164 | Climate scenario revenue sensitivity | Climate scenario revenue sensitivity | [] | 2 | 20 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 2, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 8, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 5... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | climate | $55-$110/hr professional wage | seed_task_metadata | compiler_165_20260702T140735Z | aa-seed-task-165 | 0.2.0 | tasks/165 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | remote_sensing_triage | [] | ["candidate", "climate", "methane", "plume", "satellite", "triage"] | 165 | Satellite methane plume candidate triage | Satellite methane plume candidate triage | [] | 2 | 22 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 1, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 6, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | geospatial | $750-$5,000 expert fixed-price project | seed_task_metadata | compiler_166_20260702T140737Z | aa-seed-task-166 | 0.2.0 | tasks/166 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | least_cost_path | [] | ["for", "geospatial", "model", "route", "suitability", "terrain", "transmission"] | 166 | Terrain suitability model for transmission route | Terrain suitability model for transmission route | [] | 2 | 24 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 2, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 8, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | geospatial | $55-$110/hr wage | seed_task_metadata | compiler_167_20260702T140738Z | aa-seed-task-167 | 0.2.0 | tasks/167 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | solar_siting_GIS | [] | ["constraints", "geospatial", "parcel-level", "siting", "solar"] | 167 | Parcel-level solar siting constraints | Parcel-level solar siting constraints | [] | 2 | 22 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 0, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 7, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 2... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | geospatial | $5,000-$25,000 project budget | seed_task_metadata | compiler_168_20260702T140740Z | aa-seed-task-168 | 0.2.0 | tasks/168 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | maritime_logistics_GIS | [] | ["congestion", "design", "geospatial", "kpi", "ports"] | 168 | Ports congestion geospatial KPI design | Ports congestion geospatial KPI design | [] | 2 | 30 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 1, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 8, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | geospatial | $40-$85/hr graduate research/engineering assistant-equivalent wage | seed_task_metadata | compiler_169_20260702T140741Z | aa-seed-task-169 | 0.2.0 | tasks/169 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | agriculture_remote_sensing | [] | ["audit", "crop", "geospatial", "index", "remote-sensing", "stress"] | 169 | Crop stress remote-sensing index audit | Crop stress remote-sensing index audit | [] | 2 | 28 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 1, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 8, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 1... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | geospatial | $1,000-$8,000 project value | seed_task_metadata | compiler_170_20260702T140742Z | aa-seed-task-170 | 0.2.0 | tasks/170 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | disaster_response_GIS | [] | ["accessibility", "analysis", "emergency", "geospatial", "shelter"] | 170 | Emergency shelter accessibility analysis | Emergency shelter accessibility analysis | [] | 2 | 20 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 1, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 6, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 1... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | cybersecurity | $5,000-$50,000 challenge-scale | seed_task_metadata | compiler_171_20260702T140744Z | aa-seed-task-171 | 0.2.0 | tasks/171 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | zero_trust_policy | [] | ["access", "cybersecurity", "policy", "simulation", "zero-trust"] | 171 | Zero-trust access policy simulation | Zero-trust access policy simulation | [] | 2 | 22 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 1, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 6, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | cybersecurity | $120k-$210k salary range | seed_task_metadata | compiler_172_20260702T140745Z | aa-seed-task-172 | 0.2.0 | tasks/172 | 0.1.9 | aa-experience-compiler-v0.2 | 15 | IAM_graph_analysis | [] | ["cloud", "cybersecurity", "escalation", "graph", "iam", "privilege"] | 172 | Cloud IAM privilege escalation graph | Cloud IAM privilege escalation graph | [] | 2 | 26 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 0, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 0, "evaluation_examples.jsonl": 0, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | cybersecurity | $1,000-$10,000 prize or benchmark-value | seed_task_metadata | compiler_173_20260702T140746Z | aa-seed-task-173 | 0.2.0 | tasks/173 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | OT_security_monitoring | [] | ["alert", "control", "correlation", "cybersecurity", "industrial"] | 173 | Industrial control alert correlation | Industrial control alert correlation | [] | 2 | 20 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 1, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 5, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | cybersecurity | $60-$120/hr role pay range | seed_task_metadata | compiler_174_20260702T140748Z | aa-seed-task-174 | 0.2.0 | tasks/174 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | threat_modeling | [] | ["backlog", "cybersecurity", "model", "sdlc", "secure", "threat"] | 174 | Secure SDLC threat model backlog | Secure SDLC threat model backlog | [] | 2 | 32 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 1, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 8, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 3... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | cybersecurity | $55-$110/hr professional wage | seed_task_metadata | compiler_175_20260702T140749Z | aa-seed-task-175 | 0.2.0 | tasks/175 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | DLP_rule_tuning | [] | ["cybersecurity", "data-loss", "prevention", "rule", "tuning"] | 175 | Data-loss prevention rule tuning | Data-loss prevention rule tuning | [] | 2 | 18 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 2, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 6, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | quant_finance | $750-$5,000 expert fixed-price project | seed_task_metadata | compiler_176_20260702T140750Z | aa-seed-task-176 | 0.2.0 | tasks/176 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | options_risk_analysis | [] | ["greeks", "options", "portfolio", "quant_finance", "stress", "test"] | 176 | Options portfolio Greeks stress test | Options portfolio Greeks stress test | [] | 2 | 30 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 0, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 10, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": ... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | quant_finance | $55-$110/hr wage | seed_task_metadata | compiler_177_20260702T140752Z | aa-seed-task-177 | 0.2.0 | tasks/177 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | credit_risk_model | [] | ["credit", "expected", "loss", "model", "portfolio", "quant_finance"] | 177 | Credit portfolio expected loss model | Credit portfolio expected loss model | [] | 2 | 30 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 1, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 8, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | quant_finance | $5,000-$25,000 project budget | seed_task_metadata | compiler_178_20260702T140753Z | aa-seed-task-178 | 0.2.0 | tasks/178 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | liquidity_risk | [] | ["intraday", "ladder", "liquidity", "quant_finance", "stress"] | 178 | Intraday liquidity stress ladder | Intraday liquidity stress ladder | [] | 2 | 24 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 0, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 6, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | quant_finance | $40-$85/hr graduate research/engineering assistant-equivalent wage | seed_task_metadata | compiler_179_20260702T140755Z | aa-seed-task-179 | 0.2.0 | tasks/179 | 0.1.9 | aa-experience-compiler-v0.2 | 15 | portfolio_factor_analysis | [] | ["drift", "exposure", "factor", "quant_finance", "report"] | 179 | Factor exposure drift report | Factor exposure drift report | [] | 2 | 24 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 0, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 0, "evaluation_examples.jsonl": 0, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | quant_finance | $1,000-$8,000 project value | seed_task_metadata | compiler_180_20260702T140756Z | aa-seed-task-180 | 0.2.0 | tasks/180 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | market_data_QC | [] | ["audit", "data", "market", "outlier", "quant_finance", "repair"] | 180 | Market data outlier repair audit | Market data outlier repair audit | [] | 2 | 20 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 0, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 5, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | energy | $5,000-$50,000 challenge-scale | seed_task_metadata | compiler_181_20260702T140758Z | aa-seed-task-181 | 0.2.0 | tasks/181 | 0.1.9 | aa-experience-compiler-v0.2 | 15 | storage_market_dispatch | [] | ["energy", "optimization", "revenue", "stack", "storage"] | 181 | Energy storage revenue stack optimization | Energy storage revenue stack optimization | [] | 2 | 30 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 0, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 0, "evaluation_examples.jsonl": 0, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | energy | $120k-$210k salary range | seed_task_metadata | compiler_182_20260702T140759Z | aa-seed-task-182 | 0.2.0 | tasks/182 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | hydrogen_electrolyzer_dispatch | [] | ["electrolyzer", "energy", "hydrogen", "load-following", "screen"] | 182 | Hydrogen electrolyzer load-following screen | Hydrogen electrolyzer load-following screen | [] | 2 | 22 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 3, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 6, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 1... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | manufacturing | $1,000-$10,000 prize or benchmark-value | seed_task_metadata | compiler_183_20260702T140800Z | aa-seed-task-183 | 0.2.0 | tasks/183 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | additive_process_monitoring | [] | ["additive", "anomaly", "build", "manufacturing", "parameter", "triage"] | 183 | Additive build parameter anomaly triage | Additive build parameter anomaly triage | [] | 2 | 26 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 2, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 7, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 4... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | manufacturing | $60-$120/hr role pay range | seed_task_metadata | compiler_184_20260702T140802Z | aa-seed-task-184 | 0.2.0 | tasks/184 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | digital_twin_capacity | [] | ["analysis", "bottleneck", "digital", "manufacturing", "scenario", "twin"] | 184 | Digital twin bottleneck scenario analysis | Digital twin bottleneck scenario analysis | [] | 2 | 28 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 1, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 8, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | supply_chain | $55-$110/hr professional wage | seed_task_metadata | compiler_185_20260702T140803Z | aa-seed-task-185 | 0.2.0 | tasks/185 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | cold_chain_predictive_quality | [] | ["cold-chain", "excursion", "lane", "prediction", "supply_chain"] | 185 | Cold-chain lane excursion prediction | Cold-chain lane excursion prediction | [] | 2 | 22 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 1, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 6, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | supply_chain | $750-$5,000 expert fixed-price project | seed_task_metadata | compiler_186_20260702T140805Z | aa-seed-task-186 | 0.2.0 | tasks/186 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | multi_echelon_inventory | [] | ["inventory", "multi-echelon", "simulation", "stress", "supply_chain"] | 186 | Multi-echelon inventory stress simulation | Multi-echelon inventory stress simulation | [] | 2 | 28 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 1, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 7, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | telecommunications | $55-$110/hr wage | seed_task_metadata | compiler_187_20260702T140806Z | aa-seed-task-187 | 0.2.0 | tasks/187 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | RAN_capacity_analysis | [] | ["5g", "capacity", "cell", "interference", "telecommunications", "triage"] | 187 | 5G cell capacity interference triage | 5G cell capacity interference triage | [] | 2 | 30 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 1, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 8, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | telecommunications | $5,000-$25,000 project budget | seed_task_metadata | compiler_188_20260702T140808Z | aa-seed-task-188 | 0.2.0 | tasks/188 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | fiber_restoration_planning | [] | ["backbone", "optical", "plan", "restoration", "telecommunications"] | 188 | Optical backbone restoration plan | Optical backbone restoration plan | [] | 2 | 26 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 1, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 8, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 1... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | environmental_science | $40-$85/hr graduate research/engineering assistant-equivalent wage | seed_task_metadata | compiler_189_20260702T140809Z | aa-seed-task-189 | 0.2.0 | tasks/189 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | nutrient_load_modeling | [] | ["apportionment", "environmental_science", "load", "nutrient", "source", "watershed"] | 189 | Watershed nutrient load source apportionment | Watershed nutrient load source apportionment | [] | 2 | 30 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 2, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 9, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 1... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | environmental_science | $1,000-$8,000 project value | seed_task_metadata | compiler_190_20260702T140811Z | aa-seed-task-190 | 0.2.0 | tasks/190 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | air_sensor_calibration | [] | ["air", "audit", "calibration", "drift", "environmental_science", "quality", "sensor"] | 190 | Air quality sensor calibration drift audit | Air quality sensor calibration drift audit | [] | 2 | 26 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 1, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 7, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | agriculture | $5,000-$50,000 challenge-scale | seed_task_metadata | compiler_191_20260702T140812Z | aa-seed-task-191 | 0.2.0 | tasks/191 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | variable_rate_nitrogen | [] | ["agriculture", "nitrogen", "precision", "prescription"] | 191 | Precision agriculture nitrogen prescription | Precision agriculture nitrogen prescription | [] | 2 | 20 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 1, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 6, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | agriculture | $120k-$210k salary range | seed_task_metadata | compiler_192_20260702T140814Z | aa-seed-task-192 | 0.2.0 | tasks/192 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | crop_AI_model_QC | [] | ["agriculture", "audit", "crop", "disease", "error", "image", "model"] | 192 | Crop disease image model error audit | Crop disease image model error audit | [] | 2 | 28 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 1, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 8, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 3... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | insurance | $1,000-$10,000 prize or benchmark-value | seed_task_metadata | compiler_193_20260702T140815Z | aa-seed-task-193 | 0.2.0 | tasks/193 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | catastrophe_model_QA | [] | ["catastrophe", "check", "exceedance", "insurance", "loss", "model"] | 193 | Catastrophe model loss exceedance check | Catastrophe model loss exceedance check | [] | 2 | 30 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 0, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 8, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | insurance | $60-$120/hr role pay range | seed_task_metadata | compiler_194_20260702T140817Z | aa-seed-task-194 | 0.2.0 | tasks/194 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | reinsurance_pricing_support | [] | ["insurance", "layer", "pricing", "reinsurance", "sensitivity"] | 194 | Reinsurance layer pricing sensitivity | Reinsurance layer pricing sensitivity | [] | 2 | 32 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 1, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 9, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | technical_writing | $55-$110/hr professional wage | seed_task_metadata | compiler_195_20260702T140818Z | aa-seed-task-195 | 0.2.0 | tasks/195 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | safety_case_documentation | [] | ["autonomy", "case", "evidence", "feature", "for", "map", "safety", "technical_writing"] | 195 | Safety case evidence map for autonomy feature | Safety case evidence map for autonomy feature | [] | 2 | 24 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 2, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 7, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | technical_writing | $750-$5,000 expert fixed-price project | seed_task_metadata | compiler_196_20260702T140820Z | aa-seed-task-196 | 0.2.0 | tasks/196 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | regulated_traceability | [] | ["matrix", "regulatory", "submission", "technical_writing", "traceability"] | 196 | Regulatory submission traceability matrix | Regulatory submission traceability matrix | [] | 2 | 34 | {"api_interaction_events.jsonl": 1, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 2, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 9, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 2... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | public_health | $55-$110/hr wage | seed_task_metadata | compiler_197_20260702T140822Z | aa-seed-task-197 | 0.2.0 | tasks/197 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | hospital_capacity_modeling | [] | ["bed", "capacity", "hospital", "optimization", "public_health", "surge"] | 197 | Hospital bed capacity surge optimization | Hospital bed capacity surge optimization | [] | 2 | 42 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 0, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 11, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": ... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | public_health | $5,000-$25,000 project budget | seed_task_metadata | compiler_198_20260702T140823Z | aa-seed-task-198 | 0.2.0 | tasks/198 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | epidemiological_nowcasting | [] | ["check", "epidemiological", "nowcast", "public_health", "signal"] | 198 | Epidemiological signal nowcast check | Epidemiological signal nowcast check | [] | 2 | 18 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 0, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 5, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | architecture_design | $40-$85/hr graduate research/engineering assistant-equivalent wage | seed_task_metadata | compiler_199_20260702T140824Z | aa-seed-task-199 | 0.2.0 | tasks/199 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | urban_climate_design | [] | ["architecture_design", "heat", "island", "mitigation", "prioritization", "urban"] | 199 | Urban heat island mitigation prioritization | Urban heat island mitigation prioritization | [] | 2 | 18 | {"api_interaction_events.jsonl": 1, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 2, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 7, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
2 | aa-experience-compiler-v0.2 | seed_dataset_v0.2 | architecture_design | $1,000-$8,000 project value | seed_task_metadata | compiler_200_20260702T140826Z | aa-seed-task-200 | 0.2.0 | tasks/200 | 0.1.9 | aa-experience-compiler-v0.2 | 13 | building_performance_design | [] | ["architecture_design", "daylight-energy", "facade", "parametric", "study", "trade"] | 200 | Parametric facade daylight-energy trade study | Parametric facade daylight-energy trade study | [] | 2 | 26 | {"api_interaction_events.jsonl": 0, "async_workflow_events.jsonl": 0, "collaboration_events.jsonl": 0, "cross_system_events.jsonl": 0, "database_events.jsonl": 1, "document_events.jsonl": 0, "enterprise_app_events.jsonl": 0, "environment_response_pairs.jsonl": 8, "evaluation_examples.jsonl": 6, "failure_cases.jsonl": 0... |
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