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aa-experience-compiler-v0.2
seed_dataset_v0.2
mechanical_engineering
$130k-$240k salary range
seed_task_metadata
compiler_201_20260702T140827Z
aa-seed-task-201
0.2.0
tasks/201
0.1.9
aa-experience-compiler-v0.2
13
compressor_surge_advanced
[]
["compressor", "evidence", "gate", "launch", "map", "mechanical_engineering", "operating", "review", "surge"]
201
Compressor Surge Operating Map Launch Gate Evidence Review
Compressor Surge Operating Map Launch Gate Evidence Review
[]
2
26
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aa-experience-compiler-v0.2
seed_dataset_v0.2
electrical_engineering
$60-$125/hr wage
seed_task_metadata
compiler_202_20260702T140828Z
aa-seed-task-202
0.2.0
tasks/202
0.1.9
aa-experience-compiler-v0.2
13
SiC_inverter_loss_advanced
[]
["backtest", "budget", "electrical_engineering", "inverter", "loss", "margin", "safety", "sic"]
202
Sic Inverter Loss Budget Safety Margin Backtest
Sic Inverter Loss Budget Safety Margin Backtest
[]
2
26
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aa-experience-compiler-v0.2
seed_dataset_v0.2
chip_design
$5,000-$75,000 challenge-scale
seed_task_metadata
compiler_203_20260702T140830Z
aa-seed-task-203
0.2.0
tasks/203
0.1.9
aa-experience-compiler-v0.2
13
ready_valid_checker_advanced
[]
["chip_design", "control-loop", "evidence", "handshake", "packet", "ready-valid", "trace"]
203
Ready-Valid Handshake Trace Control-Loop Evidence Packet
Ready-Valid Handshake Trace Control-Loop Evidence Packet
[]
2
26
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
cybersecurity
$70-$140/hr role pay range
seed_task_metadata
compiler_204_20260702T140831Z
aa-seed-task-204
0.2.0
tasks/204
0.1.9
aa-experience-compiler-v0.2
13
IAM_attack_path_advanced
[]
["attack", "cybersecurity", "envelope", "graph", "iam", "path", "sensitivity", "study"]
204
IAM Attack Path Graph Sensitivity Envelope Study
IAM Attack Path Graph Sensitivity Envelope Study
[]
2
30
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
quant_finance
$45-$95/hr graduate research/engineering assistant-equivalent wage
seed_task_metadata
compiler_205_20260702T140833Z
aa-seed-task-205
0.2.0
tasks/205
0.1.9
aa-experience-compiler-v0.2
13
options_parity_advanced
[]
["dossier", "engineering", "options", "parity", "quant_finance", "quote", "review", "set"]
205
Options Parity Quote Set Engineering Review Dossier
Options Parity Quote Set Engineering Review Dossier
[]
2
24
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
applied_math
$130k-$240k salary range
seed_task_metadata
compiler_206_20260702T140834Z
aa-seed-task-206
0.2.0
tasks/206
0.1.9
aa-experience-compiler-v0.2
13
facility_location_advanced
[]
["applied_math", "boundary", "candidate", "challenge", "condition", "facility", "location", "robust"]
206
Robust Facility Location Candidate Boundary Condition Challenge
Robust Facility Location Candidate Boundary Condition Challenge
[]
2
34
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
machine_learning
$60-$125/hr wage
seed_task_metadata
compiler_207_20260702T140836Z
aa-seed-task-207
0.2.0
tasks/207
0.1.9
aa-experience-compiler-v0.2
13
agent_eval_advanced
[]
["analysis", "assumption", "code-agent", "design", "llm", "machine_learning", "stress", "test", "trace"]
207
LLM Code-Agent Trace Analysis Design Assumption Stress Test
LLM Code-Agent Trace Analysis Design Assumption Stress Test
[]
2
30
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
computational_biology
$5,000-$75,000 challenge-scale
seed_task_metadata
compiler_208_20260702T140838Z
aa-seed-task-208
0.2.0
tasks/208
0.1.9
aa-experience-compiler-v0.2
13
single_cell_doublet_advanced
[]
["computational_biology", "counterfactual", "detection", "doublet", "remediation", "sample", "single-cell", "study"]
208
Single-Cell Doublet Detection Sample Counterfactual Remediation Study
Single-Cell Doublet Detection Sample Counterfactual Remediation Study
[]
2
34
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
bioscience
$70-$140/hr role pay range
seed_task_metadata
compiler_209_20260702T140839Z
aa-seed-task-209
0.2.0
tasks/209
0.1.9
aa-experience-compiler-v0.2
13
flow_gating_advanced
[]
["bioscience", "case", "cytometry", "digest", "flow", "gating", "high-severity", "reproducibility"]
209
Flow Cytometry Gating Reproducibility High-Severity Case Digest
Flow Cytometry Gating Reproducibility High-Severity Case Digest
[]
2
38
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
medical_research
$45-$95/hr graduate research/engineering assistant-equivalent wage
seed_task_metadata
compiler_210_20260702T140841Z
aa-seed-task-210
0.2.0
tasks/210
0.1.9
aa-experience-compiler-v0.2
13
endpoint_adjudication_advanced
[]
["adjudication", "conformance", "endpoint", "matrix", "medical_research", "queue", "standards"]
210
Endpoint Adjudication Queue Standards Conformance Matrix
Endpoint Adjudication Queue Standards Conformance Matrix
[]
2
22
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
pharmacometrics
$130k-$240k salary range
seed_task_metadata
compiler_211_20260702T140843Z
aa-seed-task-211
0.2.0
tasks/211
0.1.9
aa-experience-compiler-v0.2
13
PBPK_QC_advanced
[]
["challenge", "parameter", "pbpk", "pharmacometrics", "plausibility", "set"]
211
Pbpk Parameter Plausibility Set Parameter Plausibility Challenge
Pbpk Parameter Plausibility Set Parameter Plausibility Challenge
[]
2
26
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
privacy_engineering
$60-$125/hr wage
seed_task_metadata
compiler_212_20260702T140844Z
aa-seed-task-212
0.2.0
tasks/212
0.1.9
aa-experience-compiler-v0.2
13
privacy_release_advanced
[]
["audit", "cell", "derived", "metric", "privacy_engineering", "quasi-identifier", "release"]
212
Quasi-Identifier Release Cell Derived Metric Audit
Quasi-Identifier Release Cell Derived Metric Audit
[]
2
22
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
cloud_engineering
$5,000-$75,000 challenge-scale
seed_task_metadata
compiler_213_20260702T140846Z
aa-seed-task-213
0.2.0
tasks/213
0.1.9
aa-experience-compiler-v0.2
13
SLO_burn_advanced
[]
["burn-rate", "cloud_engineering", "ranking", "scenario", "slo", "stress", "window"]
213
Slo Burn-Rate Window Scenario Stress Ranking
Slo Burn-Rate Window Scenario Stress Ranking
[]
2
28
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
industrial_engineering
$70-$140/hr role pay range
seed_task_metadata
compiler_214_20260702T140847Z
aa-seed-task-214
0.2.0
tasks/214
0.1.9
aa-experience-compiler-v0.2
13
finite_capacity_advanced
[]
["finite-capacity", "guardrail", "industrial_engineering", "operational", "plant", "proposal", "schedule"]
214
Finite-Capacity Plant Schedule Operational Guardrail Proposal
Finite-Capacity Plant Schedule Operational Guardrail Proposal
[]
2
22
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
simulation_engineering
$45-$95/hr graduate research/engineering assistant-equivalent wage
seed_task_metadata
compiler_215_20260702T140848Z
aa-seed-task-215
0.2.0
tasks/215
0.1.9
aa-experience-compiler-v0.2
13
CFD_surrogate_advanced
[]
["cfd", "control", "failure-mode", "plan", "sample", "simulation_engineering", "surrogate", "validation"]
215
CFD Surrogate Validation Sample Failure-Mode Control Plan
CFD Surrogate Validation Sample Failure-Mode Control Plan
[]
2
18
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
functional_safety
$130k-$240k salary range
seed_task_metadata
compiler_216_20260702T140850Z
aa-seed-task-216
0.2.0
tasks/216
0.1.9
aa-experience-compiler-v0.2
13
safety_PLC_advanced
[]
["functional_safety", "gap", "instrumentation", "memo", "plc", "row", "safety", "truth-table"]
216
Safety Plc Truth-Table Row Instrumentation Gap Memo
Safety Plc Truth-Table Row Instrumentation Gap Memo
[]
2
22
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
human_factors
$60-$125/hr wage
seed_task_metadata
compiler_217_20260702T140851Z
aa-seed-task-217
0.2.0
tasks/217
0.1.9
aa-experience-compiler-v0.2
13
alarm_fatigue_advanced
[]
["alarm", "audit", "envelope", "fatigue", "human_factors", "performance", "row", "workload"]
217
Alarm Fatigue Workload Row Performance Envelope Audit
Alarm Fatigue Workload Row Performance Envelope Audit
[]
2
36
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
medical_devices
$5,000-$75,000 challenge-scale
seed_task_metadata
compiler_218_20260702T140853Z
aa-seed-task-218
0.2.0
tasks/218
0.1.9
aa-experience-compiler-v0.2
13
SBOM_risk_advanced
[]
["boundary", "component", "decision", "device", "medical", "medical_devices", "plan", "sbom", "test"]
218
Medical Device Sbom Component Decision Boundary Test Plan
Medical Device Sbom Component Decision Boundary Test Plan
[]
2
26
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
construction_tech
$70-$140/hr role pay range
seed_task_metadata
compiler_219_20260702T140854Z
aa-seed-task-219
0.2.0
tasks/219
0.1.9
aa-experience-compiler-v0.2
13
robotics_layout_advanced
[]
["construction", "construction_tech", "draft", "protocol", "robotics", "room", "validation"]
219
Construction Robotics Room Validation Protocol Draft
Construction Robotics Room Validation Protocol Draft
[]
2
28
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
mining_engineering
$45-$95/hr graduate research/engineering assistant-equivalent wage
seed_task_metadata
compiler_220_20260702T140856Z
aa-seed-task-220
0.2.0
tasks/220
0.1.9
aa-experience-compiler-v0.2
13
ore_reconcile_advanced
[]
["block", "disagreement", "expert", "grade", "mining_engineering", "ore", "reconciliation", "resolver"]
220
Ore Grade Reconciliation Block Expert Disagreement Resolver
Ore Grade Reconciliation Block Expert Disagreement Resolver
[]
2
20
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
food_science
$130k-$240k salary range
seed_task_metadata
compiler_221_20260702T140857Z
aa-seed-task-221
0.2.0
tasks/221
0.1.9
aa-experience-compiler-v0.2
13
thermal_lethality_advanced
[]
["advanced", "diagnostic", "food_science", "lethality", "packet", "point", "process", "thermal"]
221
Thermal Process Lethality Point Advanced Diagnostic Packet
Thermal Process Lethality Point Advanced Diagnostic Packet
[]
2
26
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
quantum_computing
$60-$125/hr wage
seed_task_metadata
compiler_222_20260702T140859Z
aa-seed-task-222
0.2.0
tasks/222
0.1.9
aa-experience-compiler-v0.2
13
quantum_resource_advanced
[]
["circuit", "evidence", "numerical", "option", "quantum", "quantum_computing", "resource", "table"]
222
Quantum Circuit Resource Option Numerical Evidence Table
Quantum Circuit Resource Option Numerical Evidence Table
[]
2
26
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
marine_engineering
$5,000-$75,000 challenge-scale
seed_task_metadata
compiler_223_20260702T140900Z
aa-seed-task-223
0.2.0
tasks/223
0.1.9
aa-experience-compiler-v0.2
13
hybrid_ferry_advanced
[]
["energy", "feasibility", "ferry", "hybrid", "implementation", "leg", "marine_engineering", "note"]
223
Hybrid Ferry Energy Leg Implementation Feasibility Note
Hybrid Ferry Energy Leg Implementation Feasibility Note
[]
2
32
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
knowledge_graphs
$70-$140/hr role pay range
seed_task_metadata
compiler_224_20260702T140902Z
aa-seed-task-224
0.2.0
tasks/224
0.1.9
aa-experience-compiler-v0.2
13
ontology_mapping_advanced
[]
["candidate", "knowledge_graphs", "mapping", "model", "ontology", "priority", "risk-adjusted"]
224
Ontology Mapping Candidate Risk-Adjusted Priority Model
Ontology Mapping Candidate Risk-Adjusted Priority Model
[]
2
34
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
devtools
$45-$95/hr graduate research/engineering assistant-equivalent wage
seed_task_metadata
compiler_225_20260702T140904Z
aa-seed-task-225
0.2.0
tasks/225
0.1.9
aa-experience-compiler-v0.2
13
crash_cluster_advanced
[]
["compiler", "crash", "devtools", "feasibility", "memo", "optimization", "signature"]
225
Compiler Crash Signature Optimization Feasibility Memo
Compiler Crash Signature Optimization Feasibility Memo
[]
2
26
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
mechanical_engineering
$1,000-$15,000 prize or benchmark-value
seed_task_metadata
compiler_226_20260702T140906Z
aa-seed-task-226
0.2.0
tasks/226
0.1.9
aa-experience-compiler-v0.2
14
compressor_surge_advanced
[]
["compressor", "justification", "limit", "map", "mechanical_engineering", "memo", "operating", "surge"]
226
Compressor Surge Operating Map Operating Limit Justification Memo
Compressor Surge Operating Map Operating Limit Justification Memo
[]
3
66
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aa-experience-compiler-v0.2
seed_dataset_v0.2
electrical_engineering
$7,500-$40,000 project budget
seed_task_metadata
compiler_227_20260702T140908Z
aa-seed-task-227
0.2.0
tasks/227
0.1.9
aa-experience-compiler-v0.2
13
SiC_inverter_loss_advanced
[]
["budget", "change", "design", "electrical_engineering", "impact", "inverter", "loss", "note", "sic"]
227
Sic Inverter Loss Budget Design Change Impact Note
Sic Inverter Loss Budget Design Change Impact Note
[]
2
38
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
chip_design
$1,500-$12,000 project value
seed_task_metadata
compiler_228_20260702T140910Z
aa-seed-task-228
0.2.0
tasks/228
0.1.9
aa-experience-compiler-v0.2
13
ready_valid_checker_advanced
[]
["chip_design", "failure", "handshake", "ranking", "ready-valid", "signature", "trace"]
228
Ready-Valid Handshake Trace Failure Signature Ranking
Ready-Valid Handshake Trace Failure Signature Ranking
[]
2
34
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
cybersecurity
$1,000-$8,000 expert fixed-price project
seed_task_metadata
compiler_229_20260702T140911Z
aa-seed-task-229
0.2.0
tasks/229
0.1.9
aa-experience-compiler-v0.2
13
IAM_attack_path_advanced
[]
["attack", "cybersecurity", "fixture", "graph", "iam", "path", "regression", "specification"]
229
IAM Attack Path Graph Regression Fixture Specification
IAM Attack Path Graph Regression Fixture Specification
[]
2
22
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
quant_finance
$60-$125/hr professional wage
seed_task_metadata
compiler_230_20260702T140913Z
aa-seed-task-230
0.2.0
tasks/230
0.1.9
aa-experience-compiler-v0.2
13
options_parity_advanced
[]
["data", "hold", "options", "parity", "quality", "quant_finance", "quote", "recommendation", "set"]
230
Options Parity Quote Set Data Quality Hold Recommendation
Options Parity Quote Set Data Quality Hold Recommendation
[]
2
32
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
applied_math
$1,000-$15,000 prize or benchmark-value
seed_task_metadata
compiler_231_20260702T140914Z
aa-seed-task-231
0.2.0
tasks/231
0.1.9
aa-experience-compiler-v0.2
13
facility_location_advanced
[]
["applied_math", "candidate", "evidence", "facility", "location", "reconciliation", "robust", "telemetry"]
231
Robust Facility Location Candidate Telemetry Evidence Reconciliation
Robust Facility Location Candidate Telemetry Evidence Reconciliation
[]
2
40
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
machine_learning
$7,500-$40,000 project budget
seed_task_metadata
compiler_232_20260702T140916Z
aa-seed-task-232
0.2.0
tasks/232
0.1.9
aa-experience-compiler-v0.2
13
agent_eval_advanced
[]
["addendum", "analysis", "code-agent", "coverage", "llm", "machine_learning", "trace", "verification"]
232
LLM Code-Agent Trace Analysis Verification Coverage Addendum
LLM Code-Agent Trace Analysis Verification Coverage Addendum
[]
2
22
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aa-experience-compiler-v0.2
seed_dataset_v0.2
computational_biology
$1,500-$12,000 project value
seed_task_metadata
compiler_233_20260702T140917Z
aa-seed-task-233
0.2.0
tasks/233
0.1.9
aa-experience-compiler-v0.2
13
single_cell_doublet_advanced
[]
["computational_biology", "contract", "dataset", "detection", "doublet", "sample", "single-cell", "validation"]
233
Single-Cell Doublet Detection Sample Validation Dataset Contract
Single-Cell Doublet Detection Sample Validation Dataset Contract
[]
2
22
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
bioscience
$1,000-$8,000 expert fixed-price project
seed_task_metadata
compiler_234_20260702T140918Z
aa-seed-task-234
0.2.0
tasks/234
0.1.9
aa-experience-compiler-v0.2
13
flow_gating_advanced
[]
["behavior", "bioscience", "challenge", "cytometry", "flow", "gating", "model", "reproducibility", "set"]
234
Flow Cytometry Gating Reproducibility Model Behavior Challenge Set
Flow Cytometry Gating Reproducibility Model Behavior Challenge Set
[]
2
16
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
medical_research
$60-$125/hr professional wage
seed_task_metadata
compiler_235_20260702T140920Z
aa-seed-task-235
0.2.0
tasks/235
0.1.9
aa-experience-compiler-v0.2
13
endpoint_adjudication_advanced
[]
["adjudication", "endpoint", "escalation", "logic", "medical_research", "queue", "walkthrough"]
235
Endpoint Adjudication Queue Escalation Logic Walkthrough
Endpoint Adjudication Queue Escalation Logic Walkthrough
[]
2
22
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
pharmacometrics
$1,000-$15,000 prize or benchmark-value
seed_task_metadata
compiler_236_20260702T140921Z
aa-seed-task-236
0.2.0
tasks/236
0.1.9
aa-experience-compiler-v0.2
13
PBPK_QC_advanced
[]
["control", "parameter", "pbpk", "pharmacometrics", "plausibility", "set", "specification", "workflow"]
236
Pbpk Parameter Plausibility Set Workflow Control Specification
Pbpk Parameter Plausibility Set Workflow Control Specification
[]
2
20
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
privacy_engineering
$7,500-$40,000 project budget
seed_task_metadata
compiler_237_20260702T140923Z
aa-seed-task-237
0.2.0
tasks/237
0.1.9
aa-experience-compiler-v0.2
13
privacy_release_advanced
[]
["causal", "cell", "hypothesis", "privacy_engineering", "quasi-identifier", "release", "shortlist"]
237
Quasi-Identifier Release Cell Causal Hypothesis Shortlist
Quasi-Identifier Release Cell Causal Hypothesis Shortlist
[]
2
34
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
cloud_engineering
$1,500-$12,000 project value
seed_task_metadata
compiler_238_20260702T140924Z
aa-seed-task-238
0.2.0
tasks/238
0.1.9
aa-experience-compiler-v0.2
13
SLO_burn_advanced
[]
["burn-rate", "calculation", "cloud_engineering", "slo", "traceable", "window", "workbook"]
238
Slo Burn-Rate Window Traceable Calculation Workbook
Slo Burn-Rate Window Traceable Calculation Workbook
[]
2
28
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
industrial_engineering
$1,000-$8,000 expert fixed-price project
seed_task_metadata
compiler_239_20260702T140926Z
aa-seed-task-239
0.2.0
tasks/239
0.1.9
aa-experience-compiler-v0.2
13
finite_capacity_advanced
[]
["checklist", "expert", "finite-capacity", "industrial_engineering", "plant", "schedule", "signoff"]
239
Finite-Capacity Plant Schedule Expert Signoff Checklist
Finite-Capacity Plant Schedule Expert Signoff Checklist
[]
2
34
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
simulation_engineering
$60-$125/hr professional wage
seed_task_metadata
compiler_240_20260702T140928Z
aa-seed-task-240
0.2.0
tasks/240
0.1.9
aa-experience-compiler-v0.2
13
CFD_surrogate_advanced
[]
["cfd", "data-driven", "design", "review", "sample", "simulation_engineering", "surrogate", "validation"]
240
CFD Surrogate Validation Sample Data-Driven Design Review
CFD Surrogate Validation Sample Data-Driven Design Review
[]
2
24
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
functional_safety
$1,000-$15,000 prize or benchmark-value
seed_task_metadata
compiler_241_20260702T140929Z
aa-seed-task-241
0.2.0
tasks/241
0.1.9
aa-experience-compiler-v0.2
13
safety_PLC_advanced
[]
["challenge", "functional_safety", "input", "model", "plc", "row", "safety", "truth-table"]
241
Safety Plc Truth-Table Row Model Input Challenge
Safety Plc Truth-Table Row Model Input Challenge
[]
2
36
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
human_factors
$7,500-$40,000 project budget
seed_task_metadata
compiler_242_20260702T140931Z
aa-seed-task-242
0.2.0
tasks/242
0.1.9
aa-experience-compiler-v0.2
13
alarm_fatigue_advanced
[]
["alarm", "exception", "fatigue", "high-value", "human_factors", "row", "triage", "workload"]
242
Alarm Fatigue Workload Row High-Value Exception Triage
Alarm Fatigue Workload Row High-Value Exception Triage
[]
2
24
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
medical_devices
$1,500-$12,000 project value
seed_task_metadata
compiler_243_20260702T140932Z
aa-seed-task-243
0.2.0
tasks/243
0.1.9
aa-experience-compiler-v0.2
13
SBOM_risk_advanced
[]
["component", "device", "medical", "medical_devices", "monitoring", "production", "rulebook", "sbom"]
243
Medical Device Sbom Component Production Monitoring Rulebook
Medical Device Sbom Component Production Monitoring Rulebook
[]
2
22
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
construction_tech
$1,000-$8,000 expert fixed-price project
seed_task_metadata
compiler_244_20260702T140934Z
aa-seed-task-244
0.2.0
tasks/244
0.1.9
aa-experience-compiler-v0.2
13
robotics_layout_advanced
[]
["construction", "construction_tech", "critical", "metric", "reconciliation", "robotics", "room"]
244
Construction Robotics Room Critical Metric Reconciliation
Construction Robotics Room Critical Metric Reconciliation
[]
2
20
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aa-experience-compiler-v0.2
seed_dataset_v0.2
mining_engineering
$60-$125/hr professional wage
seed_task_metadata
compiler_245_20260702T140935Z
aa-seed-task-245
0.2.0
tasks/245
0.1.9
aa-experience-compiler-v0.2
13
ore_reconcile_advanced
[]
["block", "derived", "grade", "mining_engineering", "ore", "qa", "reconciliation", "report", "signal"]
245
Ore Grade Reconciliation Block Derived Signal QA Report
Ore Grade Reconciliation Block Derived Signal QA Report
[]
2
26
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aa-experience-compiler-v0.2
seed_dataset_v0.2
food_science
$1,000-$15,000 prize or benchmark-value
seed_task_metadata
compiler_246_20260702T140936Z
aa-seed-task-246
0.2.0
tasks/246
0.1.9
aa-experience-compiler-v0.2
13
thermal_lethality_advanced
[]
["evidence", "food_science", "lethality", "point", "process", "review", "robustness", "thermal"]
246
Thermal Process Lethality Point Robustness Evidence Review
Thermal Process Lethality Point Robustness Evidence Review
[]
2
20
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
quantum_computing
$7,500-$40,000 project budget
seed_task_metadata
compiler_247_20260702T140938Z
aa-seed-task-247
0.2.0
tasks/247
0.1.9
aa-experience-compiler-v0.2
13
quantum_resource_advanced
[]
["circuit", "option", "quantum", "quantum_computing", "resource", "review", "revision", "routing", "rule"]
247
Quantum Circuit Resource Option Review Routing Rule Revision
Quantum Circuit Resource Option Review Routing Rule Revision
[]
2
28
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
marine_engineering
$1,500-$12,000 project value
seed_task_metadata
compiler_248_20260702T140939Z
aa-seed-task-248
0.2.0
tasks/248
0.1.9
aa-experience-compiler-v0.2
13
hybrid_ferry_advanced
[]
["energy", "ferry", "high-complexity", "hybrid", "leg", "marine_engineering", "packet", "review"]
248
Hybrid Ferry Energy Leg High-Complexity Review Packet
Hybrid Ferry Energy Leg High-Complexity Review Packet
[]
2
20
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aa-experience-compiler-v0.2
seed_dataset_v0.2
knowledge_graphs
$1,000-$8,000 expert fixed-price project
seed_task_metadata
compiler_249_20260702T140941Z
aa-seed-task-249
0.2.0
tasks/249
0.1.9
aa-experience-compiler-v0.2
13
ontology_mapping_advanced
[]
["candidate", "drift", "knowledge_graphs", "mapping", "measurement", "ontology", "workup"]
249
Ontology Mapping Candidate Measurement Drift Workup
Ontology Mapping Candidate Measurement Drift Workup
[]
2
20
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aa-experience-compiler-v0.2
seed_dataset_v0.2
devtools
$60-$125/hr professional wage
seed_task_metadata
compiler_250_20260702T140942Z
aa-seed-task-250
0.2.0
tasks/250
0.1.9
aa-experience-compiler-v0.2
13
crash_cluster_advanced
[]
["brief", "compiler", "crash", "devtools", "review", "signature", "specialist"]
250
Compiler Crash Signature Specialist Review Brief
Compiler Crash Signature Specialist Review Brief
[]
2
26
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aa-experience-compiler-v0.2
seed_dataset_v0.2
mechanical_engineering
$70-$140/hr role pay range
seed_task_metadata
compiler_251_20260702T140944Z
aa-seed-task-251
0.2.0
tasks/251
0.1.9
aa-experience-compiler-v0.2
13
compressor_surge_advanced
[]
["analysis", "compressor", "driver", "exception", "map", "mechanical_engineering", "operating", "surge"]
251
Compressor Surge Operating Map Exception Driver Analysis
Compressor Surge Operating Map Exception Driver Analysis
[]
2
34
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aa-experience-compiler-v0.2
seed_dataset_v0.2
electrical_engineering
$45-$95/hr graduate research/engineering assistant-equivalent wage
seed_task_metadata
compiler_252_20260702T140945Z
aa-seed-task-252
0.2.0
tasks/252
0.1.9
aa-experience-compiler-v0.2
13
SiC_inverter_loss_advanced
[]
["anomaly", "budget", "electrical_engineering", "escalation", "inverter", "loss", "sic", "worklist"]
252
Sic Inverter Loss Budget Anomaly Escalation Worklist
Sic Inverter Loss Budget Anomaly Escalation Worklist
[]
2
30
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
chip_design
$130k-$240k salary range
seed_task_metadata
compiler_253_20260702T140947Z
aa-seed-task-253
0.2.0
tasks/253
0.1.9
aa-experience-compiler-v0.2
13
ready_valid_checker_advanced
[]
["chip_design", "costed", "handshake", "memo", "mitigation", "ready-valid", "trace"]
253
Ready-Valid Handshake Trace Costed Mitigation Memo
Ready-Valid Handshake Trace Costed Mitigation Memo
[]
2
36
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
cybersecurity
$60-$125/hr wage
seed_task_metadata
compiler_254_20260702T140948Z
aa-seed-task-254
0.2.0
tasks/254
0.1.9
aa-experience-compiler-v0.2
13
IAM_attack_path_advanced
[]
["attack", "brief", "cybersecurity", "evidence", "graph", "iam", "path", "root-cause"]
254
IAM Attack Path Graph Root-Cause Evidence Brief
IAM Attack Path Graph Root-Cause Evidence Brief
[]
2
30
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
quant_finance
$5,000-$75,000 challenge-scale
seed_task_metadata
compiler_255_20260702T140950Z
aa-seed-task-255
0.2.0
tasks/255
0.1.9
aa-experience-compiler-v0.2
13
options_parity_advanced
[]
["action", "options", "parity", "plan", "quant_finance", "quote", "risk-weighted", "set"]
255
Options Parity Quote Set Risk-Weighted Action Plan
Options Parity Quote Set Risk-Weighted Action Plan
[]
2
28
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
applied_math
$70-$140/hr role pay range
seed_task_metadata
compiler_256_20260702T140951Z
aa-seed-task-256
0.2.0
tasks/256
0.1.9
aa-experience-compiler-v0.2
13
facility_location_advanced
[]
["applied_math", "candidate", "facility", "location", "plan", "robust", "triage-to-test"]
256
Robust Facility Location Candidate Triage-to-Test Plan
Robust Facility Location Candidate Triage-to-Test Plan
[]
2
38
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
machine_learning
$45-$95/hr graduate research/engineering assistant-equivalent wage
seed_task_metadata
compiler_257_20260702T140953Z
aa-seed-task-257
0.2.0
tasks/257
0.1.9
aa-experience-compiler-v0.2
13
agent_eval_advanced
[]
["analysis", "code-agent", "llm", "machine_learning", "operational", "readiness", "scorecard", "trace"]
257
LLM Code-Agent Trace Analysis Operational Readiness Scorecard
LLM Code-Agent Trace Analysis Operational Readiness Scorecard
[]
2
34
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
computational_biology
$130k-$240k salary range
seed_task_metadata
compiler_258_20260702T140955Z
aa-seed-task-258
0.2.0
tasks/258
0.1.9
aa-experience-compiler-v0.2
13
single_cell_doublet_advanced
[]
["analysis", "computational_biology", "detection", "doublet", "incident", "replay", "sample", "single-cell"]
258
Single-Cell Doublet Detection Sample Incident Replay Analysis
Single-Cell Doublet Detection Sample Incident Replay Analysis
[]
2
24
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
bioscience
$60-$125/hr wage
seed_task_metadata
compiler_259_20260702T140956Z
aa-seed-task-259
0.2.0
tasks/259
0.1.9
aa-experience-compiler-v0.2
13
flow_gating_advanced
[]
["bioscience", "budget-constrained", "cytometry", "fix", "flow", "gating", "plan", "reproducibility"]
259
Flow Cytometry Gating Reproducibility Budget-Constrained Fix Plan
Flow Cytometry Gating Reproducibility Budget-Constrained Fix Plan
[]
2
30
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
medical_research
$5,000-$75,000 challenge-scale
seed_task_metadata
compiler_260_20260702T140958Z
aa-seed-task-260
0.2.0
tasks/260
0.1.9
aa-experience-compiler-v0.2
13
endpoint_adjudication_advanced
[]
["adjudication", "endpoint", "evidence-linked", "medical_research", "queue", "recommendation"]
260
Endpoint Adjudication Queue Evidence-Linked Recommendation
Endpoint Adjudication Queue Evidence-Linked Recommendation
[]
2
24
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
pharmacometrics
$70-$140/hr role pay range
seed_task_metadata
compiler_261_20260702T140959Z
aa-seed-task-261
0.2.0
tasks/261
0.1.9
aa-experience-compiler-v0.2
13
PBPK_QC_advanced
[]
["disposition", "outlier", "parameter", "pbpk", "pharmacometrics", "plan", "plausibility", "set"]
261
Pbpk Parameter Plausibility Set Outlier Disposition Plan
Pbpk Parameter Plausibility Set Outlier Disposition Plan
[]
2
8
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
privacy_engineering
$45-$95/hr graduate research/engineering assistant-equivalent wage
seed_task_metadata
compiler_262_20260702T141000Z
aa-seed-task-262
0.2.0
tasks/262
0.1.9
aa-experience-compiler-v0.2
13
privacy_release_advanced
[]
["cell", "hold", "memo", "pre-deployment", "privacy_engineering", "quasi-identifier", "release"]
262
Quasi-Identifier Release Cell Pre-Deployment Hold Memo
Quasi-Identifier Release Cell Pre-Deployment Hold Memo
[]
2
22
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
cloud_engineering
$130k-$240k salary range
seed_task_metadata
compiler_263_20260702T141002Z
aa-seed-task-263
0.2.0
tasks/263
0.1.9
aa-experience-compiler-v0.2
13
SLO_burn_advanced
[]
["burn-rate", "cloud_engineering", "note", "remediation", "sequencing", "slo", "window"]
263
Slo Burn-Rate Window Remediation Sequencing Note
Slo Burn-Rate Window Remediation Sequencing Note
[]
2
26
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
industrial_engineering
$60-$125/hr wage
seed_task_metadata
compiler_264_20260702T141003Z
aa-seed-task-264
0.2.0
tasks/264
0.1.9
aa-experience-compiler-v0.2
13
finite_capacity_advanced
[]
["audit", "finite-capacity", "industrial_engineering", "numerical", "plant", "sanity", "schedule"]
264
Finite-Capacity Plant Schedule Numerical Sanity Audit
Finite-Capacity Plant Schedule Numerical Sanity Audit
[]
2
24
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
simulation_engineering
$5,000-$75,000 challenge-scale
seed_task_metadata
compiler_265_20260702T141004Z
aa-seed-task-265
0.2.0
tasks/265
0.1.9
aa-experience-compiler-v0.2
13
CFD_surrogate_advanced
[]
["cfd", "compliance", "evidence", "extract", "sample", "simulation_engineering", "surrogate", "validation"]
265
CFD Surrogate Validation Sample Compliance Evidence Extract
CFD Surrogate Validation Sample Compliance Evidence Extract
[]
2
32
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
functional_safety
$70-$140/hr role pay range
seed_task_metadata
compiler_266_20260702T141006Z
aa-seed-task-266
0.2.0
tasks/266
0.1.9
aa-experience-compiler-v0.2
13
safety_PLC_advanced
[]
["annex", "calculation", "case", "functional_safety", "plc", "row", "safety", "truth-table"]
266
Safety Plc Truth-Table Row Safety Case Calculation Annex
Safety Plc Truth-Table Row Safety Case Calculation Annex
[]
2
28
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
human_factors
$45-$95/hr graduate research/engineering assistant-equivalent wage
seed_task_metadata
compiler_267_20260702T141007Z
aa-seed-task-267
0.2.0
tasks/267
0.1.9
aa-experience-compiler-v0.2
13
alarm_fatigue_advanced
[]
["alarm", "automated", "classifier", "fatigue", "human_factors", "row", "spec", "workload"]
267
Alarm Fatigue Workload Row Automated Classifier Spec
Alarm Fatigue Workload Row Automated Classifier Spec
[]
2
24
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
medical_devices
$130k-$240k salary range
seed_task_metadata
compiler_268_20260702T141009Z
aa-seed-task-268
0.2.0
tasks/268
0.1.9
aa-experience-compiler-v0.2
13
SBOM_risk_advanced
[]
["candidate", "component", "device", "medical", "medical_devices", "memo", "release", "risk", "sbom"]
268
Medical Device Sbom Component Release Candidate Risk Memo
Medical Device Sbom Component Release Candidate Risk Memo
[]
2
36
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
construction_tech
$60-$125/hr wage
seed_task_metadata
compiler_269_20260702T141010Z
aa-seed-task-269
0.2.0
tasks/269
0.1.9
aa-experience-compiler-v0.2
13
robotics_layout_advanced
[]
["acceptance", "construction", "construction_tech", "robotics", "room", "scenario-based", "test"]
269
Construction Robotics Room Scenario-Based Acceptance Test
Construction Robotics Room Scenario-Based Acceptance Test
[]
2
36
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
mining_engineering
$5,000-$75,000 challenge-scale
seed_task_metadata
compiler_270_20260702T141012Z
aa-seed-task-270
0.2.0
tasks/270
0.1.9
aa-experience-compiler-v0.2
13
ore_reconcile_advanced
[]
["block", "fault", "grade", "isolation", "mining_engineering", "ore", "reconciliation", "worksheet"]
270
Ore Grade Reconciliation Block Fault Isolation Worksheet
Ore Grade Reconciliation Block Fault Isolation Worksheet
[]
2
18
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
food_science
$70-$140/hr role pay range
seed_task_metadata
compiler_271_20260702T141013Z
aa-seed-task-271
0.2.0
tasks/271
0.1.9
aa-experience-compiler-v0.2
13
thermal_lethality_advanced
[]
["brief", "experiment", "food_science", "lethality", "mitigation", "point", "process", "thermal"]
271
Thermal Process Lethality Point Mitigation Experiment Brief
Thermal Process Lethality Point Mitigation Experiment Brief
[]
2
28
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
quantum_computing
$45-$95/hr graduate research/engineering assistant-equivalent wage
seed_task_metadata
compiler_272_20260702T141014Z
aa-seed-task-272
0.2.0
tasks/272
0.1.9
aa-experience-compiler-v0.2
13
quantum_resource_advanced
[]
["behavior", "circuit", "option", "quantum", "quantum_computing", "resource", "system", "triage"]
272
Quantum Circuit Resource Option System Behavior Triage
Quantum Circuit Resource Option System Behavior Triage
[]
2
16
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
marine_engineering
$130k-$240k salary range
seed_task_metadata
compiler_273_20260702T141016Z
aa-seed-task-273
0.2.0
tasks/273
0.1.9
aa-experience-compiler-v0.2
13
hybrid_ferry_advanced
[]
["energy", "evidence", "ferry", "governance", "hybrid", "leg", "marine_engineering", "model"]
273
Hybrid Ferry Energy Leg Model Governance Evidence
Hybrid Ferry Energy Leg Model Governance Evidence
[]
2
26
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
knowledge_graphs
$60-$125/hr wage
seed_task_metadata
compiler_274_20260702T141017Z
aa-seed-task-274
0.2.0
tasks/274
0.1.9
aa-experience-compiler-v0.2
13
ontology_mapping_advanced
[]
["candidate", "evidence", "knowledge_graphs", "mapping", "ontology", "safety", "threshold"]
274
Ontology Mapping Candidate Safety Threshold Evidence
Ontology Mapping Candidate Safety Threshold Evidence
[]
2
26
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
devtools
$5,000-$75,000 challenge-scale
seed_task_metadata
compiler_275_20260702T141018Z
aa-seed-task-275
0.2.0
tasks/275
0.1.9
aa-experience-compiler-v0.2
13
crash_cluster_advanced
[]
["compiler", "computational", "crash", "devtools", "handoff", "signature", "spec"]
275
Compiler Crash Signature Computational Handoff Spec
Compiler Crash Signature Computational Handoff Spec
[]
2
14
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
mechanical_engineering
$1,000-$8,000 expert fixed-price project
seed_task_metadata
compiler_276_20260702T141020Z
aa-seed-task-276
0.2.0
tasks/276
0.1.9
aa-experience-compiler-v0.2
13
compressor_surge_advanced
[]
["audit", "automated", "compressor", "contract", "map", "mechanical_engineering", "operating", "surge"]
276
Compressor Surge Operating Map Automated Audit Contract
Compressor Surge Operating Map Automated Audit Contract
[]
2
16
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
electrical_engineering
$60-$125/hr professional wage
seed_task_metadata
compiler_277_20260702T141021Z
aa-seed-task-277
0.2.0
tasks/277
0.1.9
aa-experience-compiler-v0.2
13
SiC_inverter_loss_advanced
[]
["budget", "check", "electrical_engineering", "inverter", "loss", "readiness", "sic", "simulation"]
277
Sic Inverter Loss Budget Simulation Readiness Check
Sic Inverter Loss Budget Simulation Readiness Check
[]
2
26
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
chip_design
$1,000-$15,000 prize or benchmark-value
seed_task_metadata
compiler_278_20260702T141023Z
aa-seed-task-278
0.2.0
tasks/278
0.1.9
aa-experience-compiler-v0.2
13
ready_valid_checker_advanced
[]
["blocker", "chip_design", "handshake", "ready-valid", "release", "table", "trace"]
278
Ready-Valid Handshake Trace Release Blocker Table
Ready-Valid Handshake Trace Release Blocker Table
[]
2
30
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
cybersecurity
$7,500-$40,000 project budget
seed_task_metadata
compiler_279_20260702T141025Z
aa-seed-task-279
0.2.0
tasks/279
0.1.9
aa-experience-compiler-v0.2
13
IAM_attack_path_advanced
[]
["attack", "calibration", "cybersecurity", "decision", "graph", "iam", "path", "rule"]
279
IAM Attack Path Graph Decision Rule Calibration
IAM Attack Path Graph Decision Rule Calibration
[]
2
32
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
quant_finance
$1,500-$12,000 project value
seed_task_metadata
compiler_280_20260702T141026Z
aa-seed-task-280
0.2.0
tasks/280
0.1.9
aa-experience-compiler-v0.2
13
options_parity_advanced
[]
["acceptance", "criteria", "options", "parity", "quant_finance", "quote", "rewrite", "set"]
280
Options Parity Quote Set Acceptance Criteria Rewrite
Options Parity Quote Set Acceptance Criteria Rewrite
[]
2
34
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
applied_math
$1,000-$8,000 expert fixed-price project
seed_task_metadata
compiler_281_20260702T141028Z
aa-seed-task-281
0.2.0
tasks/281
0.1.9
aa-experience-compiler-v0.2
13
facility_location_advanced
[]
["applied_math", "candidate", "constraint", "facility", "ledger", "location", "robust", "violation"]
281
Robust Facility Location Candidate Constraint Violation Ledger
Robust Facility Location Candidate Constraint Violation Ledger
[]
2
32
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
machine_learning
$60-$125/hr professional wage
seed_task_metadata
compiler_282_20260702T141029Z
aa-seed-task-282
0.2.0
tasks/282
0.1.9
aa-experience-compiler-v0.2
13
agent_eval_advanced
[]
["analysis", "code-agent", "drift", "investigation", "llm", "machine_learning", "threshold", "trace"]
282
LLM Code-Agent Trace Analysis Threshold Drift Investigation
LLM Code-Agent Trace Analysis Threshold Drift Investigation
[]
2
32
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
computational_biology
$1,000-$15,000 prize or benchmark-value
seed_task_metadata
compiler_283_20260702T141031Z
aa-seed-task-283
0.2.0
tasks/283
0.1.9
aa-experience-compiler-v0.2
13
single_cell_doublet_advanced
[]
["computational_biology", "detection", "doublet", "expert", "queue", "review", "sample", "single-cell"]
283
Single-Cell Doublet Detection Sample Expert Review Queue
Single-Cell Doublet Detection Sample Expert Review Queue
[]
2
28
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
bioscience
$7,500-$40,000 project budget
seed_task_metadata
compiler_284_20260702T141033Z
aa-seed-task-284
0.2.0
tasks/284
0.1.9
aa-experience-compiler-v0.2
13
flow_gating_advanced
[]
["bioscience", "cytometry", "flow", "gating", "measurement", "memo", "reproducibility", "uncertainty"]
284
Flow Cytometry Gating Reproducibility Measurement Uncertainty Memo
Flow Cytometry Gating Reproducibility Measurement Uncertainty Memo
[]
2
34
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
medical_research
$1,500-$12,000 project value
seed_task_metadata
compiler_285_20260702T141034Z
aa-seed-task-285
0.2.0
tasks/285
0.1.9
aa-experience-compiler-v0.2
13
endpoint_adjudication_advanced
[]
["adjudication", "endpoint", "exception", "gate", "medical_research", "quality", "queue", "report"]
285
Endpoint Adjudication Queue Quality Gate Exception Report
Endpoint Adjudication Queue Quality Gate Exception Report
[]
2
32
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
pharmacometrics
$1,000-$8,000 expert fixed-price project
seed_task_metadata
compiler_286_20260702T141036Z
aa-seed-task-286
0.2.0
tasks/286
0.1.9
aa-experience-compiler-v0.2
13
PBPK_QC_advanced
[]
["parameter", "pbpk", "pharmacometrics", "plausibility", "register", "residual", "risk", "set"]
286
Pbpk Parameter Plausibility Set Residual Risk Register
Pbpk Parameter Plausibility Set Residual Risk Register
[]
2
26
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
privacy_engineering
$60-$125/hr professional wage
seed_task_metadata
compiler_287_20260702T141037Z
aa-seed-task-287
0.2.0
tasks/287
0.1.9
aa-experience-compiler-v0.2
13
privacy_release_advanced
[]
["acceptance", "cell", "harness", "pack", "privacy_engineering", "quasi-identifier", "release", "test"]
287
Quasi-Identifier Release Cell Test Harness Acceptance Pack
Quasi-Identifier Release Cell Test Harness Acceptance Pack
[]
2
38
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
cloud_engineering
$1,000-$15,000 prize or benchmark-value
seed_task_metadata
compiler_288_20260702T141039Z
aa-seed-task-288
0.2.0
tasks/288
0.1.9
aa-experience-compiler-v0.2
13
SLO_burn_advanced
[]
["burn-rate", "cloud_engineering", "cost", "false-decision", "review", "slo", "window"]
288
Slo Burn-Rate Window False-Decision Cost Review
Slo Burn-Rate Window False-Decision Cost Review
[]
2
34
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
industrial_engineering
$7,500-$40,000 project budget
seed_task_metadata
compiler_289_20260702T141040Z
aa-seed-task-289
0.2.0
tasks/289
0.1.9
aa-experience-compiler-v0.2
13
finite_capacity_advanced
[]
["evidence", "finite-capacity", "industrial_engineering", "matrix", "plant", "readiness", "schedule"]
289
Finite-Capacity Plant Schedule Readiness Evidence Matrix
Finite-Capacity Plant Schedule Readiness Evidence Matrix
[]
2
22
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
simulation_engineering
$1,500-$12,000 project value
seed_task_metadata
compiler_290_20260702T141042Z
aa-seed-task-290
0.2.0
tasks/290
0.1.9
aa-experience-compiler-v0.2
13
CFD_surrogate_advanced
[]
["backlog", "cfd", "control", "risk", "sample", "simulation_engineering", "surrogate", "validation"]
290
CFD Surrogate Validation Sample Risk Control Backlog
CFD Surrogate Validation Sample Risk Control Backlog
[]
2
26
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
functional_safety
$1,000-$8,000 expert fixed-price project
seed_task_metadata
compiler_291_20260702T141043Z
aa-seed-task-291
0.2.0
tasks/291
0.1.9
aa-experience-compiler-v0.2
13
safety_PLC_advanced
[]
["functional_safety", "output", "plc", "review", "row", "safety", "simulation", "truth-table"]
291
Safety Plc Truth-Table Row Simulation Output Review
Safety Plc Truth-Table Row Simulation Output Review
[]
2
34
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
human_factors
$60-$125/hr professional wage
seed_task_metadata
compiler_292_20260702T141045Z
aa-seed-task-292
0.2.0
tasks/292
0.1.9
aa-experience-compiler-v0.2
13
alarm_fatigue_advanced
[]
["alarm", "change", "engineering", "fatigue", "human_factors", "row", "screen", "workload"]
292
Alarm Fatigue Workload Row Engineering Change Screen
Alarm Fatigue Workload Row Engineering Change Screen
[]
2
16
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
medical_devices
$1,000-$15,000 prize or benchmark-value
seed_task_metadata
compiler_293_20260702T141046Z
aa-seed-task-293
0.2.0
tasks/293
0.1.9
aa-experience-compiler-v0.2
13
SBOM_risk_advanced
[]
["component", "debt", "device", "medical", "medical_devices", "quantification", "sbom", "technical"]
293
Medical Device Sbom Component Technical Debt Quantification
Medical Device Sbom Component Technical Debt Quantification
[]
2
16
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
construction_tech
$7,500-$40,000 project budget
seed_task_metadata
compiler_294_20260702T141048Z
aa-seed-task-294
0.2.0
tasks/294
0.1.9
aa-experience-compiler-v0.2
13
robotics_layout_advanced
[]
["calculation", "construction", "construction_tech", "economic", "impact", "robotics", "room"]
294
Construction Robotics Room Economic Impact Calculation
Construction Robotics Room Economic Impact Calculation
[]
2
36
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
mining_engineering
$1,500-$12,000 project value
seed_task_metadata
compiler_295_20260702T141049Z
aa-seed-task-295
0.2.0
tasks/295
0.1.9
aa-experience-compiler-v0.2
13
ore_reconcile_advanced
[]
["block", "constraint-aware", "decision", "grade", "memo", "mining_engineering", "ore", "reconciliation"]
295
Ore Grade Reconciliation Block Constraint-Aware Decision Memo
Ore Grade Reconciliation Block Constraint-Aware Decision Memo
[]
2
26
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
food_science
$1,000-$8,000 expert fixed-price project
seed_task_metadata
compiler_296_20260702T141051Z
aa-seed-task-296
0.2.0
tasks/296
0.1.9
aa-experience-compiler-v0.2
13
thermal_lethality_advanced
[]
["audit-ready", "food_science", "lethality", "output", "point", "process", "schema", "thermal"]
296
Thermal Process Lethality Point Audit-Ready Output Schema
Thermal Process Lethality Point Audit-Ready Output Schema
[]
2
28
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
quantum_computing
$60-$125/hr professional wage
seed_task_metadata
compiler_297_20260702T141052Z
aa-seed-task-297
0.2.0
tasks/297
0.1.9
aa-experience-compiler-v0.2
13
quantum_resource_advanced
[]
["circuit", "heatmap", "operational", "option", "quantum", "quantum_computing", "resource", "risk"]
297
Quantum Circuit Resource Option Operational Risk Heatmap
Quantum Circuit Resource Option Operational Risk Heatmap
[]
2
16
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
marine_engineering
$1,000-$15,000 prize or benchmark-value
seed_task_metadata
compiler_298_20260702T141054Z
aa-seed-task-298
0.2.0
tasks/298
0.1.9
aa-experience-compiler-v0.2
13
hybrid_ferry_advanced
[]
["edge-case", "energy", "ferry", "hybrid", "leg", "marine_engineering", "plan", "reproduction"]
298
Hybrid Ferry Energy Leg Edge-Case Reproduction Plan
Hybrid Ferry Energy Leg Edge-Case Reproduction Plan
[]
2
36
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
knowledge_graphs
$7,500-$40,000 project budget
seed_task_metadata
compiler_299_20260702T141055Z
aa-seed-task-299
0.2.0
tasks/299
0.1.9
aa-experience-compiler-v0.2
13
ontology_mapping_advanced
[]
["candidate", "classifier", "exception", "knowledge_graphs", "mapping", "ontology", "production"]
299
Ontology Mapping Candidate Production Exception Classifier
Ontology Mapping Candidate Production Exception Classifier
[]
2
20
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
devtools
$1,500-$12,000 project value
seed_task_metadata
compiler_300_20260702T141056Z
aa-seed-task-300
0.2.0
tasks/300
0.1.9
aa-experience-compiler-v0.2
13
crash_cluster_advanced
[]
["compiler", "crash", "devtools", "final", "gate", "recommendation", "signature"]
300
Compiler Crash Signature Final Gate Recommendation
Compiler Crash Signature Final Gate Recommendation
[]
2
28
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