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aa-experience-compiler-v0.2
seed_dataset_v0.2
mechanical_engineering
$180k-$260k senior specialist salary
seed_task_metadata
compiler_301_20260702T141058Z
aa-seed-task-301
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tasks/301
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aa-experience-compiler-v0.2
13
cryogenic_pump_cavitation
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["acceptance", "analysis", "cavitation", "cryogenic", "margin", "mechanical_engineering", "pump"]
301
Cryogenic Pump Cavitation Margin Acceptance Analysis
Cryogenic Pump Cavitation Margin Acceptance Analysis
[]
2
32
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aa-experience-compiler-v0.2
seed_dataset_v0.2
electrical_engineering
$140-$220/hr expert freelance project
seed_task_metadata
compiler_302_20260702T141100Z
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gan_gate_ringing
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302
GaN Gate-Ringing Damping Network Selection
GaN Gate-Ringing Damping Network Selection
[]
3
64
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aa-experience-compiler-v0.2
seed_dataset_v0.2
chip_design
$95,000-$240,000 public procurement task-order
seed_task_metadata
compiler_303_20260702T141102Z
aa-seed-task-303
0.2.0
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aa-experience-compiler-v0.2
13
axi_boundary_assertion
[]
["assertion", "axi", "boundary", "burst", "chip_design", "closure", "gap"]
303
AXI Boundary Burst Assertion Gap Closure
AXI Boundary Burst Assertion Gap Closure
[]
2
34
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aa-experience-compiler-v0.2
seed_dataset_v0.2
cybersecurity
$75,000-$180,000 regulated technical consulting
seed_task_metadata
compiler_304_20260702T141104Z
aa-seed-task-304
0.2.0
tasks/304
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aa-experience-compiler-v0.2
13
kubernetes_token_blast_radius
[]
["account", "blast-radius", "cybersecurity", "kubernetes", "reconstruction", "service", "token"]
304
Kubernetes Service Account Token Blast-Radius Reconstruction
Kubernetes Service Account Token Blast-Radius Reconstruction
[]
2
26
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
quant_finance
$60,000-$150,000 specialist review package
seed_task_metadata
compiler_305_20260702T141105Z
aa-seed-task-305
0.2.0
tasks/305
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aa-experience-compiler-v0.2
13
local_vol_surface_arbitrage
[]
["check", "local", "quant_finance", "static-arbitrage", "surface", "volatility"]
305
Local Volatility Surface Static-Arbitrage Check
Local Volatility Surface Static-Arbitrage Check
[]
2
18
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
applied_optimization
$25,000-$60,000 vendor-integration analysis package
seed_task_metadata
compiler_306_20260702T141107Z
aa-seed-task-306
0.2.0
tasks/306
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aa-experience-compiler-v0.2
13
microgrid_unit_commitment_repair
[]
["applied_optimization", "commitment", "dispatch", "for", "infeasibility", "microgrid", "repair", "unit"]
306
Unit Commitment Infeasibility Repair for Microgrid Dispatch
Unit Commitment Infeasibility Repair for Microgrid Dispatch
[]
2
42
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
ml_systems
$10,000-$50,000 advanced benchmark/prototype bounty
seed_task_metadata
compiler_307_20260702T141109Z
aa-seed-task-307
0.2.0
tasks/307
0.1.9
aa-experience-compiler-v0.2
13
attribution_stability_gate
[]
["attribution", "credit-risk", "for", "gate", "ml_systems", "model", "release", "stability"]
307
Attribution Stability Gate for Credit-Risk Model Release
Attribution Stability Gate for Credit-Risk Model Release
[]
2
42
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
computational_biology
$120k-$210k applied specialist role
seed_task_metadata
compiler_308_20260702T141111Z
aa-seed-task-308
0.2.0
tasks/308
0.1.9
aa-experience-compiler-v0.2
13
spatial_transcriptomics_deconvolution
[]
["audit", "computational_biology", "confidence", "deconvolution", "spatial", "transcriptomics"]
308
Spatial Transcriptomics Deconvolution Confidence Audit
Spatial Transcriptomics Deconvolution Confidence Audit
[]
2
46
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
bioprocess_engineering
$8,000-$35,000 short expert engagement
seed_task_metadata
compiler_309_20260702T141113Z
aa-seed-task-309
0.2.0
tasks/309
0.1.9
aa-experience-compiler-v0.2
13
digital_pcr_copy_number
[]
["bioprocess_engineering", "calling", "copy-number", "digital", "droplet", "pcr", "qc", "with"]
309
Digital PCR Copy-Number Calling With Droplet QC
Digital PCR Copy-Number Calling With Droplet QC
[]
2
42
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
medical_research
$5,000-$75,000 technical challenge/prize
seed_task_metadata
compiler_310_20260702T141115Z
aa-seed-task-310
0.2.0
tasks/310
0.1.9
aa-experience-compiler-v0.2
13
endpoint_adjudication_consistency
[]
["adjudication", "audit", "clinical", "consistency", "endpoint", "for", "medical_research", "trial"]
310
Endpoint Adjudication Consistency Audit for Clinical Trial
Endpoint Adjudication Consistency Audit for Clinical Trial
[]
2
66
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
pharmacometrics
$180k-$260k senior specialist salary
seed_task_metadata
compiler_311_20260702T141117Z
aa-seed-task-311
0.2.0
tasks/311
0.1.9
aa-experience-compiler-v0.2
13
pop_pk_shrinkage
[]
["diagnostic", "for", "pharmacometrics", "pk", "population", "sampling", "shrinkage", "sparse"]
311
Population PK Shrinkage Diagnostic for Sparse Sampling
Population PK Shrinkage Diagnostic for Sparse Sampling
[]
2
44
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
privacy_engineering
$140-$220/hr expert freelance project
seed_task_metadata
compiler_312_20260702T141119Z
aa-seed-task-312
0.2.0
tasks/312
0.1.9
aa-experience-compiler-v0.2
13
k_anonymity_mobility_release
[]
["for", "k-anonymity", "mobility", "privacy_engineering", "release", "tradeoff", "utility"]
312
K-Anonymity Utility Tradeoff for Mobility Release
K-Anonymity Utility Tradeoff for Mobility Release
[]
2
34
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
cloud_engineering
$95,000-$240,000 public procurement task-order
seed_task_metadata
compiler_313_20260702T141121Z
aa-seed-task-313
0.2.0
tasks/313
0.1.9
aa-experience-compiler-v0.2
13
service_mesh_mtls_coverage
[]
["audit", "cloud_engineering", "coverage", "drift", "mesh", "mtls", "service"]
313
Service Mesh mTLS Coverage Drift Audit
Service Mesh mTLS Coverage Drift Audit
[]
2
32
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
industrial_engineering
$75,000-$180,000 regulated technical consulting
seed_task_metadata
compiler_314_20260702T141122Z
aa-seed-task-314
0.2.0
tasks/314
0.1.9
aa-experience-compiler-v0.2
14
finite_capacity_schedule_repair
[]
["bottleneck", "cell", "finite-capacity", "for", "industrial_engineering", "repair", "schedule"]
314
Finite-Capacity Schedule Repair for Bottleneck Cell
Finite-Capacity Schedule Repair for Bottleneck Cell
[]
2
42
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
simulation_engineering
$60,000-$150,000 specialist review package
seed_task_metadata
compiler_315_20260702T141124Z
aa-seed-task-315
0.2.0
tasks/315
0.1.9
aa-experience-compiler-v0.2
13
combustion_cfd_mesh_gate
[]
["cfd", "combustion", "gate", "independence", "mesh", "simulation_engineering"]
315
Combustion CFD Mesh Independence Gate
Combustion CFD Mesh Independence Gate
[]
2
30
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
functional_safety
$25,000-$60,000 vendor-integration analysis package
seed_task_metadata
compiler_316_20260702T141126Z
aa-seed-task-316
0.2.0
tasks/316
0.1.9
aa-experience-compiler-v0.2
13
asil_independence_evidence
[]
["asil", "audit", "evidence", "for", "functional_safety", "independence", "monitor", "safety"]
316
ASIL Independence Evidence Audit for Safety Monitor
ASIL Independence Evidence Audit for Safety Monitor
[]
2
40
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
human_factors
$10,000-$50,000 advanced benchmark/prototype bounty
seed_task_metadata
compiler_317_20260702T141127Z
aa-seed-task-317
0.2.0
tasks/317
0.1.9
aa-experience-compiler-v0.2
13
critical_use_error_evidence
[]
["critical", "evidence", "for", "human_factors", "infusion", "synthesis", "use-error", "workflow"]
317
Critical Use-Error Evidence Synthesis for Infusion Workflow
Critical Use-Error Evidence Synthesis for Infusion Workflow
[]
2
38
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
medical_devices
$120k-$210k applied specialist role
seed_task_metadata
compiler_318_20260702T141129Z
aa-seed-task-318
0.2.0
tasks/318
0.1.9
aa-experience-compiler-v0.2
13
implant_battery_longevity
[]
["analysis", "battery", "implant", "longevity", "medical_devices", "sensitivity"]
318
Implant Battery Longevity Sensitivity Analysis
Implant Battery Longevity Sensitivity Analysis
[]
2
24
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
construction_technology
$8,000-$35,000 short expert engagement
seed_task_metadata
compiler_319_20260702T141131Z
aa-seed-task-319
0.2.0
tasks/319
0.1.9
aa-experience-compiler-v0.2
13
bim_clash_cost_priority
[]
["bim", "clash", "construction_technology", "cost", "optimization", "priority"]
319
BIM Clash Cost Priority Optimization
BIM Clash Cost Priority Optimization
[]
2
32
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aa-experience-compiler-v0.2
seed_dataset_v0.2
materials_engineering
$5,000-$75,000 technical challenge/prize
seed_task_metadata
compiler_320_20260702T141132Z
aa-seed-task-320
0.2.0
tasks/320
0.1.9
aa-experience-compiler-v0.2
13
hydrogen_embrittlement_screen
[]
["embrittlement", "fasteners", "for", "hydrogen", "materials_engineering", "plated", "screening"]
320
Hydrogen Embrittlement Screening for Plated Fasteners
Hydrogen Embrittlement Screening for Plated Fasteners
[]
2
20
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aa-experience-compiler-v0.2
seed_dataset_v0.2
chemical_engineering
$180k-$260k senior specialist salary
seed_task_metadata
compiler_321_20260702T141134Z
aa-seed-task-321
0.2.0
tasks/321
0.1.9
aa-experience-compiler-v0.2
13
reactive_distillation_feasibility
[]
["chemical_engineering", "distillation", "feasibility", "reactive", "screening"]
321
Reactive Distillation Feasibility Screening
Reactive Distillation Feasibility Screening
[]
2
28
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aa-experience-compiler-v0.2
seed_dataset_v0.2
robotics_control
$140-$220/hr expert freelance project
seed_task_metadata
compiler_322_20260702T141135Z
aa-seed-task-322
0.2.0
tasks/322
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aa-experience-compiler-v0.2
13
force_control_insertion
[]
["force-control", "from", "logs", "peg-in-hole", "robotics_control", "trial", "tuning"]
322
Force-Control Peg-In-Hole Tuning From Trial Logs
Force-Control Peg-In-Hole Tuning From Trial Logs
[]
2
26
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aa-experience-compiler-v0.2
seed_dataset_v0.2
energy_systems
$95,000-$240,000 public procurement task-order
seed_task_metadata
compiler_323_20260702T141137Z
aa-seed-task-323
0.2.0
tasks/323
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aa-experience-compiler-v0.2
13
battery_dispatch_profitability
[]
["audit", "battery", "dispatch", "energy_systems", "interval", "market", "profitability"]
323
Battery Dispatch Market Interval Profitability Audit
Battery Dispatch Market Interval Profitability Audit
[]
2
20
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aa-experience-compiler-v0.2
seed_dataset_v0.2
climate_risk
$75,000-$180,000 regulated technical consulting
seed_task_metadata
compiler_324_20260702T141138Z
aa-seed-task-324
0.2.0
tasks/324
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aa-experience-compiler-v0.2
13
asset_heat_stress_scenario
[]
["asset", "climate_risk", "estimation", "heat-stress", "loss", "scenario"]
324
Asset Heat-Stress Scenario Loss Estimation
Asset Heat-Stress Scenario Loss Estimation
[]
2
18
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aa-experience-compiler-v0.2
seed_dataset_v0.2
developer_tools
$60,000-$150,000 specialist review package
seed_task_metadata
compiler_325_20260702T141140Z
aa-seed-task-325
0.2.0
tasks/325
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aa-experience-compiler-v0.2
13
compiler_optimization_regression
[]
["benchmark", "bisect", "compiler", "developer_tools", "from", "matrix", "optimization", "plan", "regression"]
325
Compiler Optimization Regression Bisect Plan From Benchmark Matrix
Compiler Optimization Regression Bisect Plan From Benchmark Matrix
[]
2
18
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aa-experience-compiler-v0.2
seed_dataset_v0.2
mechanical_engineering
$25,000-$60,000 vendor-integration analysis package
seed_task_metadata
compiler_326_20260702T141141Z
aa-seed-task-326
0.2.0
tasks/326
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aa-experience-compiler-v0.2
13
spindle_thermal_growth
[]
["compensation", "growth", "high-speed", "mechanical_engineering", "review", "spindle", "thermal"]
326
High-Speed Spindle Thermal Growth Compensation Review
High-Speed Spindle Thermal Growth Compensation Review
[]
2
32
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
electrical_engineering
$10,000-$50,000 advanced benchmark/prototype bounty
seed_task_metadata
compiler_327_20260702T141143Z
aa-seed-task-327
0.2.0
tasks/327
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13
hv_isolation_monitor
[]
["calibration", "drift", "electrical_engineering", "high-voltage", "investigation", "isolation", "monitor"]
327
High-Voltage Isolation Monitor Calibration Drift Investigation
High-Voltage Isolation Monitor Calibration Drift Investigation
[]
2
44
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
chip_design
$120k-$210k applied specialist role
seed_task_metadata
compiler_328_20260702T141145Z
aa-seed-task-328
0.2.0
tasks/328
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aa-experience-compiler-v0.2
13
mesi_directory_counterexample
[]
["chip_design", "coherency", "counterexample", "directory", "mesi", "minimization"]
328
MESI Directory Coherency Counterexample Minimization
MESI Directory Coherency Counterexample Minimization
[]
2
30
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
cybersecurity
$8,000-$35,000 short expert engagement
seed_task_metadata
compiler_329_20260702T141146Z
aa-seed-task-329
0.2.0
tasks/329
0.1.9
aa-experience-compiler-v0.2
13
saml_replay_window
[]
["cybersecurity", "evidence", "replay", "review", "saml", "window"]
329
SAML Replay Window Evidence Review
SAML Replay Window Evidence Review
[]
2
44
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
quant_finance
$5,000-$75,000 technical challenge/prize
seed_task_metadata
compiler_330_20260702T141148Z
aa-seed-task-330
0.2.0
tasks/330
0.1.9
aa-experience-compiler-v0.2
13
order_book_alpha_decay
[]
["alpha", "decay", "estimate", "half-life", "intraday", "order-book", "quant_finance"]
330
Intraday Order-Book Alpha Decay Half-Life Estimate
Intraday Order-Book Alpha Decay Half-Life Estimate
[]
2
36
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
applied_optimization
$180k-$260k senior specialist salary
seed_task_metadata
compiler_331_20260702T141150Z
aa-seed-task-331
0.2.0
tasks/331
0.1.9
aa-experience-compiler-v0.2
13
cvar_supplier_allocation
[]
["allocation", "applied_optimization", "audit", "cvar-constrained", "supplier"]
331
CVaR-Constrained Supplier Allocation Audit
CVaR-Constrained Supplier Allocation Audit
[]
2
44
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
ml_systems
$140-$220/hr expert freelance project
seed_task_metadata
compiler_332_20260702T141152Z
aa-seed-task-332
0.2.0
tasks/332
0.1.9
aa-experience-compiler-v0.2
13
hard_negative_mining
[]
["defect", "for", "hard-negative", "industrial", "mining", "ml_systems", "plan", "vision"]
332
Hard-Negative Mining Plan for Industrial Defect Vision
Hard-Negative Mining Plan for Industrial Defect Vision
[]
2
42
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
computational_biology
$95,000-$240,000 public procurement task-order
seed_task_metadata
compiler_333_20260702T141154Z
aa-seed-task-333
0.2.0
tasks/333
0.1.9
aa-experience-compiler-v0.2
13
atac_peak_reproducibility
[]
["atac-seq", "computational_biology", "decision", "peak", "reproducibility", "rescue"]
333
ATAC-Seq Peak Reproducibility Rescue Decision
ATAC-Seq Peak Reproducibility Rescue Decision
[]
2
42
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
bioprocess_engineering
$75,000-$180,000 regulated technical consulting
seed_task_metadata
compiler_334_20260702T141155Z
aa-seed-task-334
0.2.0
tasks/334
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aa-experience-compiler-v0.2
13
bioreactor_soft_sensor_drift
[]
["bioprocess_engineering", "bioreactor", "drift", "recalibration", "soft-sensor"]
334
Bioreactor Soft-Sensor Drift Recalibration
Bioreactor Soft-Sensor Drift Recalibration
[]
2
30
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
medical_research
$60,000-$150,000 specialist review package
seed_task_metadata
compiler_335_20260702T141159Z
aa-seed-task-335
0.2.0
tasks/335
0.1.9
aa-experience-compiler-v0.2
13
oncology_line_of_therapy
[]
["derivation", "edge-case", "line-of-therapy", "medical_research", "oncology", "review"]
335
Oncology Line-of-Therapy Derivation Edge-Case Review
Oncology Line-of-Therapy Derivation Edge-Case Review
[]
2
60
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
pharmacometrics
$25,000-$60,000 vendor-integration analysis package
seed_task_metadata
compiler_336_20260702T141202Z
aa-seed-task-336
0.2.0
tasks/336
0.1.9
aa-experience-compiler-v0.2
13
bayesian_dose_escalation
[]
["bayesian", "decision", "dose", "escalation", "from", "pharmacometrics", "support", "table", "toxicity"]
336
Dose Escalation Decision Support From Bayesian Toxicity Table
Dose Escalation Decision Support From Bayesian Toxicity Table
[]
2
64
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
privacy_engineering
$10,000-$50,000 advanced benchmark/prototype bounty
seed_task_metadata
compiler_337_20260702T141204Z
aa-seed-task-337
0.2.0
tasks/337
0.1.9
aa-experience-compiler-v0.2
13
consent_ledger_conflict
[]
["conflict", "consent", "data", "for", "ledger", "privacy_engineering", "product", "resolution"]
337
Consent Ledger Conflict Resolution for Data Product
Consent Ledger Conflict Resolution for Data Product
[]
2
46
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
cloud_engineering
$120k-$210k applied specialist role
seed_task_metadata
compiler_338_20260702T141206Z
aa-seed-task-338
0.2.0
tasks/338
0.1.9
aa-experience-compiler-v0.2
13
autoscaling_oscillation_diagnosis
[]
["api", "autoscaling", "cloud_engineering", "diagnosis", "for", "latency-sensitive", "oscillation"]
338
Autoscaling Oscillation Diagnosis for Latency-Sensitive API
Autoscaling Oscillation Diagnosis for Latency-Sensitive API
[]
2
56
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
industrial_engineering
$8,000-$35,000 short expert engagement
seed_task_metadata
compiler_339_20260702T141208Z
aa-seed-task-339
0.2.0
tasks/339
0.1.9
aa-experience-compiler-v0.2
13
digital_thread_traceability
[]
["aerospace", "closure", "digital", "for", "gap", "industrial_engineering", "part", "thread", "traceability"]
339
Digital Thread Traceability Gap Closure for Aerospace Part
Digital Thread Traceability Gap Closure for Aerospace Part
[]
2
48
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
simulation_engineering
$5,000-$75,000 technical challenge/prize
seed_task_metadata
compiler_340_20260702T141210Z
aa-seed-task-340
0.2.0
tasks/340
0.1.9
aa-experience-compiler-v0.2
13
multiphysics_coupling_stability
[]
["coupling", "multiphysics", "review", "simulation_engineering", "stability", "time-step"]
340
Multiphysics Coupling Stability Time-Step Review
Multiphysics Coupling Stability Time-Step Review
[]
2
32
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
functional_safety
$180k-$260k senior specialist salary
seed_task_metadata
compiler_341_20260702T141212Z
aa-seed-task-341
0.2.0
tasks/341
0.1.9
aa-experience-compiler-v0.2
13
safety_trace_completeness
[]
["completeness", "device", "for", "functional_safety", "medical", "requirement", "safety", "set", "trace"]
341
Safety Trace Completeness for Medical Device Requirement Set
Safety Trace Completeness for Medical Device Requirement Set
[]
2
52
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
human_factors
$140-$220/hr expert freelance project
seed_task_metadata
compiler_342_20260702T141214Z
aa-seed-task-342
0.2.0
tasks/342
0.1.9
aa-experience-compiler-v0.2
13
cognitive_walkthrough_burden
[]
["burden", "cognitive", "console", "for", "human_factors", "operator", "score", "walkthrough"]
342
Cognitive Walkthrough Burden Score for Operator Console
Cognitive Walkthrough Burden Score for Operator Console
[]
2
38
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
medical_devices
$95,000-$240,000 public procurement task-order
seed_task_metadata
compiler_343_20260702T141216Z
aa-seed-task-343
0.2.0
tasks/343
0.1.9
aa-experience-compiler-v0.2
13
diagnostic_calibration_transfer
[]
["across", "analyzer", "calibration", "diagnostic", "lots", "medical_devices", "transfer"]
343
Diagnostic Calibration Transfer Across Analyzer Lots
Diagnostic Calibration Transfer Across Analyzer Lots
[]
2
54
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
construction_technology
$75,000-$180,000 regulated technical consulting
seed_task_metadata
compiler_344_20260702T141218Z
aa-seed-task-344
0.2.0
tasks/344
0.1.9
aa-experience-compiler-v0.2
13
reality_capture_progress
[]
["capture", "construction_technology", "deviation", "progress", "quantification", "reality"]
344
Reality Capture Progress Deviation Quantification
Reality Capture Progress Deviation Quantification
[]
2
36
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
materials_engineering
$60,000-$150,000 specialist review package
seed_task_metadata
compiler_345_20260702T141220Z
aa-seed-task-345
0.2.0
tasks/345
0.1.9
aa-experience-compiler-v0.2
13
composite_delamination_ndi
[]
["analysis", "composite", "correlation", "delamination", "materials_engineering", "ndi"]
345
Composite Delamination NDI Correlation Analysis
Composite Delamination NDI Correlation Analysis
[]
2
44
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
chemical_engineering
$25,000-$60,000 vendor-integration analysis package
seed_task_metadata
compiler_346_20260702T141221Z
aa-seed-task-346
0.2.0
tasks/346
0.1.9
aa-experience-compiler-v0.2
13
catalyst_deactivation_fit
[]
["catalyst", "chemical_engineering", "deactivation", "fit", "fixed-bed", "for", "reactor"]
346
Catalyst Deactivation Fit for Fixed-Bed Reactor
Catalyst Deactivation Fit for Fixed-Bed Reactor
[]
2
18
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
robotics_control
$10,000-$50,000 advanced benchmark/prototype bounty
seed_task_metadata
compiler_347_20260702T141223Z
aa-seed-task-347
0.2.0
tasks/347
0.1.9
aa-experience-compiler-v0.2
13
slam_loop_closure_triage
[]
["false", "loop-closure", "positive", "robotics_control", "slam", "triage"]
347
SLAM Loop-Closure False Positive Triage
SLAM Loop-Closure False Positive Triage
[]
2
54
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
energy_systems
$120k-$210k applied specialist role
seed_task_metadata
compiler_348_20260702T141225Z
aa-seed-task-348
0.2.0
tasks/348
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aa-experience-compiler-v0.2
13
electrolyzer_load_following
[]
["check", "constraint", "electrolyzer", "energy_systems", "hydrogen", "load-following"]
348
Hydrogen Electrolyzer Load-Following Constraint Check
Hydrogen Electrolyzer Load-Following Constraint Check
[]
2
54
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
climate_risk
$8,000-$35,000 short expert engagement
seed_task_metadata
compiler_349_20260702T141227Z
aa-seed-task-349
0.2.0
tasks/349
0.1.9
aa-experience-compiler-v0.2
13
flood_fragility_curve
[]
["application", "climate_risk", "curve", "depth", "flood", "for", "fragility", "loan", "portfolio"]
349
Flood Depth Fragility Curve Application for Loan Portfolio
Flood Depth Fragility Curve Application for Loan Portfolio
[]
2
30
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
developer_tools
$5,000-$75,000 technical challenge/prize
seed_task_metadata
compiler_350_20260702T141228Z
aa-seed-task-350
0.2.0
tasks/350
0.1.9
aa-experience-compiler-v0.2
13
build_cache_economics
[]
["build", "cache", "ci", "developer_tools", "economic", "for", "model", "monorepo"]
350
Build Cache Economic Model for Monorepo CI
Build Cache Economic Model for Monorepo CI
[]
2
20
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
mechanical_engineering
$180k-$260k senior specialist salary
seed_task_metadata
compiler_351_20260702T141230Z
aa-seed-task-351
0.2.0
tasks/351
0.1.9
aa-experience-compiler-v0.2
13
hydraulic_servo_ripple
[]
["hydraulic", "isolation", "mechanical_engineering", "pressure", "ripple", "root-cause", "servo", "valve"]
351
Hydraulic Servo Valve Pressure Ripple Root-Cause Isolation
Hydraulic Servo Valve Pressure Ripple Root-Cause Isolation
[]
2
44
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
electrical_engineering
$140-$220/hr expert freelance project
seed_task_metadata
compiler_352_20260702T141232Z
aa-seed-task-352
0.2.0
tasks/352
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aa-experience-compiler-v0.2
13
resolver_harmonic_compensation
[]
["audit", "compensation", "electrical_engineering", "harmonic", "resolver", "table"]
352
Resolver Harmonic Compensation Table Audit
Resolver Harmonic Compensation Table Audit
[]
2
52
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
chip_design
$95,000-$240,000 public procurement task-order
seed_task_metadata
compiler_353_20260702T141233Z
aa-seed-task-353
0.2.0
tasks/353
0.1.9
aa-experience-compiler-v0.2
13
scan_chain_fault_localization
[]
["chain", "chip_design", "compressed", "fault", "localization", "scan", "signatures", "with"]
353
Scan Chain Fault Localization With Compressed Signatures
Scan Chain Fault Localization With Compressed Signatures
[]
2
18
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aa-experience-compiler-v0.2
seed_dataset_v0.2
cybersecurity
$75,000-$180,000 regulated technical consulting
seed_task_metadata
compiler_354_20260702T141235Z
aa-seed-task-354
0.2.0
tasks/354
0.1.9
aa-experience-compiler-v0.2
13
waf_canonicalization_bypass
[]
["bypass", "canonicalization", "cybersecurity", "differential", "plan", "test", "waf"]
354
WAF Canonicalization Bypass Differential Test Plan
WAF Canonicalization Bypass Differential Test Plan
[]
2
14
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
quant_finance
$60,000-$150,000 specialist review package
seed_task_metadata
compiler_355_20260702T141236Z
aa-seed-task-355
0.2.0
tasks/355
0.1.9
aa-experience-compiler-v0.2
13
monte_carlo_greeks_variance
[]
["carlo", "design", "greeks", "monte", "quant_finance", "variance-reduction"]
355
Monte Carlo Greeks Variance-Reduction Design
Monte Carlo Greeks Variance-Reduction Design
[]
2
32
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
applied_optimization
$25,000-$60,000 vendor-integration analysis package
seed_task_metadata
compiler_356_20260702T141238Z
aa-seed-task-356
0.2.0
tasks/356
0.1.9
aa-experience-compiler-v0.2
13
gpu_inference_queueing
[]
["applied_optimization", "bottleneck", "farm", "for", "gpu", "inference", "queueing"]
356
Queueing Bottleneck Inference for GPU Inference Farm
Queueing Bottleneck Inference for GPU Inference Farm
[]
2
20
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
ml_systems
$10,000-$50,000 advanced benchmark/prototype bounty
seed_task_metadata
compiler_357_20260702T141239Z
aa-seed-task-357
0.2.0
tasks/357
0.1.9
aa-experience-compiler-v0.2
13
quantization_accuracy_cliff
[]
["accuracy", "cliff", "edge", "for", "ml_systems", "quantization", "transformer", "triage"]
357
Quantization Accuracy Cliff Triage for Edge Transformer
Quantization Accuracy Cliff Triage for Edge Transformer
[]
2
16
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
computational_biology
$120k-$210k applied specialist role
seed_task_metadata
compiler_358_20260702T141240Z
aa-seed-task-358
0.2.0
tasks/358
0.1.9
aa-experience-compiler-v0.2
13
rare_variant_burden_mask
[]
["burden", "computational_biology", "construction", "mask", "rare", "review", "variant"]
358
Rare Variant Burden Mask Construction Review
Rare Variant Burden Mask Construction Review
[]
2
24
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
bioprocess_engineering
$8,000-$35,000 short expert engagement
seed_task_metadata
compiler_359_20260702T141241Z
aa-seed-task-359
0.2.0
tasks/359
0.1.9
aa-experience-compiler-v0.2
13
flow_cytometry_gate_drift
[]
["bioprocess_engineering", "cytometry", "drift", "flow", "gate", "reconciliation"]
359
Flow Cytometry Gate Drift Reconciliation
Flow Cytometry Gate Drift Reconciliation
[]
2
22
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0
aa-experience-compiler-v0.2
seed_dataset_v0.2
medical_research
$5,000-$75,000 technical challenge/prize
seed_task_metadata
compiler_360_20260702T141242Z
aa-seed-task-360
0.2.0
tasks/360
0.1.9
aa-experience-compiler-v0.2
2
imaging_biomarker_outlier
[]
["biomarker", "for", "imaging", "medical_research", "outlier", "radiomics", "release", "review"]
360
Imaging Biomarker Outlier Review for Radiomics Release
Imaging Biomarker Outlier Review for Radiomics Release
[]
0
0
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0
aa-experience-compiler-v0.2
seed_dataset_v0.2
pharmacometrics
$180k-$260k senior specialist salary
seed_task_metadata
compiler_361_20260702T141242Z
aa-seed-task-361
0.2.0
tasks/361
0.1.9
aa-experience-compiler-v0.2
2
pk_sampling_window_validity
[]
["pharmacometrics", "pk", "reconstruction", "sampling", "validity", "window"]
361
PK Sampling Window Validity Reconstruction
PK Sampling Window Validity Reconstruction
[]
0
0
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0
aa-experience-compiler-v0.2
seed_dataset_v0.2
privacy_engineering
$140-$220/hr expert freelance project
seed_task_metadata
compiler_362_20260702T141243Z
aa-seed-task-362
0.2.0
tasks/362
0.1.9
aa-experience-compiler-v0.2
2
psi_leakage_budget
[]
["budget", "intersection", "leakage", "privacy_engineering", "private", "review", "set"]
362
Private Set Intersection Leakage Budget Review
Private Set Intersection Leakage Budget Review
[]
0
0
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0
aa-experience-compiler-v0.2
seed_dataset_v0.2
cloud_engineering
$95,000-$240,000 public procurement task-order
seed_task_metadata
compiler_363_20260702T141243Z
aa-seed-task-363
0.2.0
tasks/363
0.1.9
aa-experience-compiler-v0.2
2
multi_region_failover_rto
[]
["cloud_engineering", "evidence", "failover", "multi-region", "reconstruction", "rto"]
363
Multi-Region Failover RTO Evidence Reconstruction
Multi-Region Failover RTO Evidence Reconstruction
[]
0
0
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0
aa-experience-compiler-v0.2
seed_dataset_v0.2
industrial_engineering
$75,000-$180,000 regulated technical consulting
seed_task_metadata
compiler_364_20260702T141243Z
aa-seed-task-364
0.2.0
tasks/364
0.1.9
aa-experience-compiler-v0.2
2
tool_wear_rul_feature_audit
[]
["audit", "feature", "industrial_engineering", "life", "remaining", "tool-wear", "useful"]
364
Tool-Wear Remaining Useful Life Feature Audit
Tool-Wear Remaining Useful Life Feature Audit
[]
0
0
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0
aa-experience-compiler-v0.2
seed_dataset_v0.2
simulation_engineering
$60,000-$150,000 specialist review package
seed_task_metadata
compiler_365_20260702T141243Z
aa-seed-task-365
0.2.0
tasks/365
0.1.9
aa-experience-compiler-v0.2
2
dem_particle_calibration
[]
["calibration", "dem", "discharge", "from", "hopper", "particle", "simulation_engineering", "test"]
365
DEM Particle Calibration From Hopper Discharge Test
DEM Particle Calibration From Hopper Discharge Test
[]
0
0
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0
aa-experience-compiler-v0.2
seed_dataset_v0.2
functional_safety
$25,000-$60,000 vendor-integration analysis package
seed_task_metadata
compiler_366_20260702T141244Z
aa-seed-task-366
0.2.0
tasks/366
0.1.9
aa-experience-compiler-v0.2
2
fmeda_diagnostic_coverage
[]
["coverage", "diagnostic", "fmeda", "functional_safety", "recalculation"]
366
FMEDA Diagnostic Coverage Recalculation
FMEDA Diagnostic Coverage Recalculation
[]
0
0
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0
aa-experience-compiler-v0.2
seed_dataset_v0.2
human_factors
$10,000-$50,000 advanced benchmark/prototype bounty
seed_task_metadata
compiler_367_20260702T141244Z
aa-seed-task-367
0.2.0
tasks/367
0.1.9
aa-experience-compiler-v0.2
2
alarm_priority_remapping
[]
["alarm", "event", "evidence", "from", "human_factors", "log", "priority", "remapping"]
367
Alarm Priority Remapping From Event Log Evidence
Alarm Priority Remapping From Event Log Evidence
[]
0
0
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0
aa-experience-compiler-v0.2
seed_dataset_v0.2
medical_devices
$120k-$210k applied specialist role
seed_task_metadata
compiler_368_20260702T141244Z
aa-seed-task-368
0.2.0
tasks/368
0.1.9
aa-experience-compiler-v0.2
2
device_cybersecurity_risk_matrix
[]
["connected", "cybersecurity", "device", "for", "matrix", "medical_devices", "monitor", "risk"]
368
Device Cybersecurity Risk Matrix for Connected Monitor
Device Cybersecurity Risk Matrix for Connected Monitor
[]
0
0
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0
aa-experience-compiler-v0.2
seed_dataset_v0.2
construction_technology
$8,000-$35,000 short expert engagement
seed_task_metadata
compiler_369_20260702T141245Z
aa-seed-task-369
0.2.0
tasks/369
0.1.9
aa-experience-compiler-v0.2
2
construction_robot_access
[]
["access", "construction", "construction_technology", "for", "rebar", "robot", "simulation", "tying"]
369
Construction Robot Access Simulation for Rebar Tying
Construction Robot Access Simulation for Rebar Tying
[]
0
0
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
materials_engineering
$5,000-$75,000 technical challenge/prize
seed_task_metadata
compiler_370_20260702T141246Z
aa-seed-task-370
0.2.0
tasks/370
0.1.9
aa-experience-compiler-v0.2
14
creep_rupture_extrapolation
[]
["check", "creep", "extrapolation", "materials_engineering", "rupture", "sanity"]
370
Creep Rupture Extrapolation Sanity Check
Creep Rupture Extrapolation Sanity Check
[]
2
16
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
chemical_engineering
$180k-$260k senior specialist salary
seed_task_metadata
compiler_371_20260702T141247Z
aa-seed-task-371
0.2.0
tasks/371
0.1.9
aa-experience-compiler-v0.2
13
relief_valve_sizing_check
[]
["check", "chemical_engineering", "relief", "scenario", "sizing", "valve"]
371
Relief Valve Scenario Sizing Check
Relief Valve Scenario Sizing Check
[]
2
30
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
robotics_control
$140-$220/hr expert freelance project
seed_task_metadata
compiler_372_20260702T141248Z
aa-seed-task-372
0.2.0
tasks/372
0.1.9
aa-experience-compiler-v0.2
13
collision_cone_planner
[]
["audit", "collision-cone", "manipulator", "planner", "robotics_control"]
372
Manipulator Collision-Cone Planner Audit
Manipulator Collision-Cone Planner Audit
[]
2
26
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
energy_systems
$95,000-$240,000 public procurement task-order
seed_task_metadata
compiler_373_20260702T141250Z
aa-seed-task-373
0.2.0
tasks/373
0.1.9
aa-experience-compiler-v0.2
13
grid_forming_inverter_droop
[]
["droop", "energy_systems", "grid-forming", "inverter", "parameter", "review"]
373
Grid-Forming Inverter Droop Parameter Review
Grid-Forming Inverter Droop Parameter Review
[]
2
28
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
climate_risk
$75,000-$180,000 regulated technical consulting
seed_task_metadata
compiler_374_20260702T141251Z
aa-seed-task-374
0.2.0
tasks/374
0.1.9
aa-experience-compiler-v0.2
13
methane_plume_filter
[]
["candidate", "climate_risk", "detections", "filter", "from", "methane", "plume", "satellite"]
374
Methane Plume Candidate Filter From Satellite Detections
Methane Plume Candidate Filter From Satellite Detections
[]
2
26
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
developer_tools
$60,000-$150,000 specialist review package
seed_task_metadata
compiler_375_20260702T141253Z
aa-seed-task-375
0.2.0
tasks/375
0.1.9
aa-experience-compiler-v0.2
13
semantic_code_search_error_audit
[]
["audit", "code", "developer_tools", "enterprise", "error", "for", "migration", "search", "semantic"]
375
Semantic Code Search Error Audit for Enterprise Migration
Semantic Code Search Error Audit for Enterprise Migration
[]
2
20
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
mechanical_engineering
$25,000-$60,000 vendor-integration analysis package
seed_task_metadata
compiler_376_20260702T141254Z
aa-seed-task-376
0.2.0
tasks/376
0.1.9
aa-experience-compiler-v0.2
13
heat_exchanger_fouling
[]
["decision", "exchanger", "factor", "fouling", "heat", "mechanical_engineering", "requalification"]
376
Heat Exchanger Fouling Factor Requalification Decision
Heat Exchanger Fouling Factor Requalification Decision
[]
2
22
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
electrical_engineering
$10,000-$50,000 advanced benchmark/prototype bounty
seed_task_metadata
compiler_377_20260702T141256Z
aa-seed-task-377
0.2.0
tasks/377
0.1.9
aa-experience-compiler-v0.2
13
precharge_energy_derating
[]
["calculation", "derating", "electrical_engineering", "energy", "precharge", "pulse"]
377
Precharge Pulse Energy Derating Calculation
Precharge Pulse Energy Derating Calculation
[]
2
30
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
chip_design
$120k-$210k applied specialist role
seed_task_metadata
compiler_378_20260702T141257Z
aa-seed-task-378
0.2.0
tasks/378
0.1.9
aa-experience-compiler-v0.2
13
noc_qos_starvation
[]
["chip_design", "noc", "proof", "qos", "starvation", "triage"]
378
NoC QoS Starvation Proof Triage
NoC QoS Starvation Proof Triage
[]
2
26
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
cybersecurity
$8,000-$35,000 short expert engagement
seed_task_metadata
compiler_379_20260702T141259Z
aa-seed-task-379
0.2.0
tasks/379
0.1.9
aa-experience-compiler-v0.2
13
secrets_exposure_containment
[]
["containment", "cybersecurity", "exposure", "model", "priority", "secrets"]
379
Secrets Exposure Containment Priority Model
Secrets Exposure Containment Priority Model
[]
2
20
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
quant_finance
$5,000-$75,000 technical challenge/prize
seed_task_metadata
compiler_380_20260702T141300Z
aa-seed-task-380
0.2.0
tasks/380
0.1.9
aa-experience-compiler-v0.2
13
tail_hedge_basis_risk
[]
["attribution", "basis-risk", "portfolio", "quant_finance", "tail-hedge"]
380
Portfolio Tail-Hedge Basis-Risk Attribution
Portfolio Tail-Hedge Basis-Risk Attribution
[]
2
28
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
applied_optimization
$180k-$260k senior specialist salary
seed_task_metadata
compiler_381_20260702T141302Z
aa-seed-task-381
0.2.0
tasks/381
0.1.9
aa-experience-compiler-v0.2
13
chance_constrained_routing
[]
["applied_optimization", "chance-constrained", "delivery", "for", "hazardous", "policy", "routing", "windows"]
381
Chance-Constrained Routing Policy for Hazardous Delivery Windows
Chance-Constrained Routing Policy for Hazardous Delivery Windows
[]
2
30
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
ml_systems
$140-$220/hr expert freelance project
seed_task_metadata
compiler_382_20260702T141304Z
aa-seed-task-382
0.2.0
tasks/382
0.1.9
aa-experience-compiler-v0.2
13
online_learning_feedback_loop
[]
["audit", "contamination", "feedback-loop", "learning", "ml_systems", "online"]
382
Online Learning Feedback-Loop Contamination Audit
Online Learning Feedback-Loop Contamination Audit
[]
2
26
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
computational_biology
$95,000-$240,000 public procurement task-order
seed_task_metadata
compiler_383_20260702T141305Z
aa-seed-task-383
0.2.0
tasks/383
0.1.9
aa-experience-compiler-v0.2
13
protein_lm_mutant_filter
[]
["computational_biology", "filter", "language", "model", "mutant", "prioritization", "protein"]
383
Protein Language Model Mutant Prioritization Filter
Protein Language Model Mutant Prioritization Filter
[]
2
22
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
bioprocess_engineering
$75,000-$180,000 regulated technical consulting
seed_task_metadata
compiler_384_20260702T141306Z
aa-seed-task-384
0.2.0
tasks/384
0.1.9
aa-experience-compiler-v0.2
13
plate_edge_effect_correction
[]
["assay", "bioprocess_engineering", "correction", "edge-effect", "plate", "validation"]
384
Assay Plate Edge-Effect Correction Validation
Assay Plate Edge-Effect Correction Validation
[]
2
24
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
medical_research
$60,000-$150,000 specialist review package
seed_task_metadata
compiler_385_20260702T141308Z
aa-seed-task-385
0.2.0
tasks/385
0.1.9
aa-experience-compiler-v0.2
13
protocol_deviation_impact
[]
["deviation", "for", "impact", "medical_research", "monitoring", "protocol", "ranking", "trial"]
385
Protocol Deviation Impact Ranking for Trial Monitoring
Protocol Deviation Impact Ranking for Trial Monitoring
[]
2
30
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
pharmacometrics
$25,000-$60,000 vendor-integration analysis package
seed_task_metadata
compiler_386_20260702T141309Z
aa-seed-task-386
0.2.0
tasks/386
0.1.9
aa-experience-compiler-v0.2
13
ddi_simulation_input_audit
[]
["audit", "drug-drug", "input", "interaction", "pharmacometrics", "simulation"]
386
Drug-Drug Interaction Simulation Input Audit
Drug-Drug Interaction Simulation Input Audit
[]
2
24
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
privacy_engineering
$10,000-$50,000 advanced benchmark/prototype bounty
seed_task_metadata
compiler_387_20260702T141311Z
aa-seed-task-387
0.2.0
tasks/387
0.1.9
aa-experience-compiler-v0.2
13
retention_policy_compiler
[]
["compiler", "from", "legal", "policy", "privacy_engineering", "retention", "rules", "test"]
387
Retention Policy Compiler Test From Legal Rules
Retention Policy Compiler Test From Legal Rules
[]
2
28
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
cloud_engineering
$120k-$210k applied specialist role
seed_task_metadata
compiler_388_20260702T141312Z
aa-seed-task-388
0.2.0
tasks/388
0.1.9
aa-experience-compiler-v0.2
13
data_lake_compaction_economics
[]
["cloud_engineering", "compaction", "data", "economic", "lake", "small-file", "threshold"]
388
Data Lake Small-File Compaction Economic Threshold
Data Lake Small-File Compaction Economic Threshold
[]
2
26
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
industrial_engineering
$8,000-$35,000 short expert engagement
seed_task_metadata
compiler_389_20260702T141314Z
aa-seed-task-389
0.2.0
tasks/389
0.1.9
aa-experience-compiler-v0.2
13
yield_loss_bayesian_pareto
[]
["advanced", "assembly", "bayesian", "for", "industrial_engineering", "line", "loss", "pareto", "yield"]
389
Yield Loss Bayesian Pareto for Advanced Assembly Line
Yield Loss Bayesian Pareto for Advanced Assembly Line
[]
2
16
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
simulation_engineering
$5,000-$75,000 technical challenge/prize
seed_task_metadata
compiler_390_20260702T141315Z
aa-seed-task-390
0.2.0
tasks/390
0.1.9
aa-experience-compiler-v0.2
13
surrogate_trust_region
[]
["decision", "expansion", "model", "simulation_engineering", "surrogate", "trust-region"]
390
Surrogate Model Trust-Region Expansion Decision
Surrogate Model Trust-Region Expansion Decision
[]
2
20
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
functional_safety
$180k-$260k senior specialist salary
seed_task_metadata
compiler_391_20260702T141317Z
aa-seed-task-391
0.2.0
tasks/391
0.1.9
aa-experience-compiler-v0.2
13
safe_state_timing
[]
["cell", "chain", "for", "functional_safety", "review", "robotic", "safe-state", "stop", "timing"]
391
Safe-State Timing Review for Robotic Cell Stop Chain
Safe-State Timing Review for Robotic Cell Stop Chain
[]
2
38
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
human_factors
$140-$220/hr expert freelance project
seed_task_metadata
compiler_392_20260702T141318Z
aa-seed-task-392
0.2.0
tasks/392
0.1.9
aa-experience-compiler-v0.2
13
human_override_policy
[]
["autonomous", "for", "human", "human_factors", "inspection", "override", "policy", "system"]
392
Human Override Policy for Autonomous Inspection System
Human Override Policy for Autonomous Inspection System
[]
2
32
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
medical_devices
$95,000-$240,000 public procurement task-order
seed_task_metadata
compiler_393_20260702T141320Z
aa-seed-task-393
0.2.0
tasks/393
0.1.9
aa-experience-compiler-v0.2
13
telemetry_packet_loss
[]
["analysis", "for", "loss", "medical_devices", "monitoring", "packet", "patient", "remote", "telemetry"]
393
Telemetry Packet Loss Analysis for Remote Patient Monitoring
Telemetry Packet Loss Analysis for Remote Patient Monitoring
[]
2
20
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
construction_technology
$75,000-$180,000 regulated technical consulting
seed_task_metadata
compiler_394_20260702T141322Z
aa-seed-task-394
0.2.0
tasks/394
0.1.9
aa-experience-compiler-v0.2
13
crane_pick_constraint_solver
[]
["constraint", "construction_technology", "crane", "for", "mep", "modular", "pick", "rack", "solver"]
394
Crane Pick Constraint Solver for Modular MEP Rack
Crane Pick Constraint Solver for Modular MEP Rack
[]
2
46
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
materials_engineering
$60,000-$150,000 specialist review package
seed_task_metadata
compiler_395_20260702T141323Z
aa-seed-task-395
0.2.0
tasks/395
0.1.9
aa-experience-compiler-v0.2
13
powder_bed_fusion_window
[]
["bed", "fusion", "materials_engineering", "powder", "process", "qualification", "window"]
395
Powder Bed Fusion Process Window Qualification
Powder Bed Fusion Process Window Qualification
[]
2
44
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
chemical_engineering
$25,000-$60,000 vendor-integration analysis package
seed_task_metadata
compiler_396_20260702T141325Z
aa-seed-task-396
0.2.0
tasks/396
0.1.9
aa-experience-compiler-v0.2
13
solvent_recovery_pinch
[]
["chemical_engineering", "from", "pinch", "recovery", "solvent", "stream", "study", "table"]
396
Solvent Recovery Pinch Study From Stream Table
Solvent Recovery Pinch Study From Stream Table
[]
2
34
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
robotics_control
$10,000-$50,000 advanced benchmark/prototype bounty
seed_task_metadata
compiler_397_20260702T141327Z
aa-seed-task-397
0.2.0
tasks/397
0.1.9
aa-experience-compiler-v0.2
13
amr_fleet_allocation_regret
[]
["allocation", "amrs", "analysis", "fleet", "for", "regret", "robotics_control", "task"]
397
Fleet Task Allocation Regret Analysis for AMRs
Fleet Task Allocation Regret Analysis for AMRs
[]
2
36
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
energy_systems
$120k-$210k applied specialist role
seed_task_metadata
compiler_398_20260702T141328Z
aa-seed-task-398
0.2.0
tasks/398
0.1.9
aa-experience-compiler-v0.2
15
demand_response_baseline
[]
["baseline", "demand", "energy_systems", "integrity", "response", "test"]
398
Demand Response Baseline Integrity Test
Demand Response Baseline Integrity Test
[]
2
26
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
climate_risk
$8,000-$35,000 short expert engagement
seed_task_metadata
compiler_399_20260702T141330Z
aa-seed-task-399
0.2.0
tasks/399
0.1.9
aa-experience-compiler-v0.2
13
abatement_cost_curve_uncertainty
[]
["abatement", "climate_risk", "cost", "curve", "ranking", "uncertainty"]
399
Abatement Cost Curve Uncertainty Ranking
Abatement Cost Curve Uncertainty Ranking
[]
2
34
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2
aa-experience-compiler-v0.2
seed_dataset_v0.2
developer_tools
$5,000-$75,000 technical challenge/prize
seed_task_metadata
compiler_400_20260702T141331Z
aa-seed-task-400
0.2.0
tasks/400
0.1.9
aa-experience-compiler-v0.2
13
api_compat_break_detector
[]
["api", "break", "compatibility", "design", "detector", "developer_tools", "rule"]
400
API Compatibility Break Detector Rule Design
API Compatibility Break Detector Rule Design
[]
2
24
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