task_id stringlengths 10 25 | title stringlengths 1 79 | category stringclasses 18 values | difficulty stringclasses 4 values | has_generator bool 1 class | ablation_scores stringlengths 82 127 ⌀ | tni float32 -2 2 ⌀ | classification stringclasses 4 values |
|---|---|---|---|---|---|---|---|
CR1_review_respond | Review Respond | Code Review | medium | true | {"oracle":0.5,"restricted":0.5,"team":0.0,"team_no_plan":0.62,"team_no_verify":0.62} | null | TEAM-HURTS |
CR2_style_enforce | Style Enforce | Code Review | easy | true | {"oracle":0.92,"restricted":0.69,"team":0.77,"team_no_plan":0.77,"team_no_verify":0.69} | 0.3478 | HIGH-TNI |
CR3_perf_review | Perf Review | Code Review | medium | true | {"oracle":0.9,"restricted":0.9,"team":1.0,"team_no_plan":0.9,"team_no_verify":1.0} | null | TEAM-HELPS |
CR4_api_review | Api Review | Code Review | hard | true | {"oracle":0.56,"restricted":0.56,"team":0.62,"team_no_plan":0.56,"team_no_verify":0.25} | null | TEAM-HELPS |
CR5_test_coverage | Test Coverage | Testing | medium | true | {"oracle":0.0,"restricted":0.1266666667,"team":0.2566666667,"team_no_plan":0.1266666667,"team_no_verify":0.1533333333} | -1.0263 | TEAM-HELPS |
CR6_review_checklist | Review Checklist | Code Review | hard | true | {"oracle":0.06,"restricted":0.06,"team":0.3033333333,"team_no_plan":0.2733333333,"team_no_verify":0.3033333333} | null | TEAM-HELPS |
CROSS1_api_contract | Go server + Python client with 3 field name/format mismatches to reconcile | Cross-System Integration | hard | true | {"oracle":1.0,"restricted":1.0,"team":1.0,"team_no_plan":0.9,"team_no_verify":0.4} | null | NEUTRAL |
CROSS2_schema_evolution | Schema Evolution | Cross-System Integration | hard | true | {"oracle":1.0,"restricted":1.0,"team":1.0,"team_no_plan":1.0,"team_no_verify":0.8889} | null | NEUTRAL |
CROSS3_protocol_bridge | JSON->proto3 bridge with 6 type bugs: int64, bytes, oneof, enum, 2 error codes | Cross-System Integration | hard | true | {"oracle":1.0,"restricted":1.0,"team":1.0,"team_no_plan":1.0,"team_no_verify":1.0} | null | NEUTRAL |
CROSS4_auth_federation | Auth Federation | Cross-System Integration | hard | true | {"oracle":1.0,"restricted":1.0,"team":1.0,"team_no_plan":1.0,"team_no_verify":1.0} | null | NEUTRAL |
CROSS5_event_schema | Event Schema | Cross-System Integration | hard | true | {"oracle":0.7,"restricted":1.0,"team":0.7,"team_no_plan":0.7,"team_no_verify":1.0} | 1 | TEAM-HURTS |
CROSS6_grpc_rest_bridge | gRPC-style service definition + REST gateway with 4 type conversion errors | Multi-language | hard | true | {"oracle":1.0,"restricted":1.0,"team":0.0,"team_no_plan":1.0,"team_no_verify":1.0} | null | TEAM-HURTS |
CROSS7_config_drift | Config Drift | Operations | hard | true | {"oracle":0.6,"restricted":0.6,"team":0.6,"team_no_plan":0.6,"team_no_verify":0.6} | null | NEUTRAL |
CRYPTO1_nonce_reuse | AES-GCM counter nonce, PBKDF2 1000 iters, 8-byte tag: 3 bugs, salt is correct | Security | expert | true | {"oracle":0.5,"restricted":1.0,"team":1.0,"team_no_plan":0.7,"team_no_verify":1.0} | 0 | NEUTRAL |
CRYPTO2_timing_safe | Fix 4 timing-unsafe secret comparisons with hmac | Security | hard | true | {"oracle":1.0,"restricted":1.0,"team":1.0,"team_no_plan":1.0,"team_no_verify":1.0} | null | NEUTRAL |
CRYPTO3_cert_chain | X | Security | expert | true | {"oracle":0.0666666667,"restricted":0.0666666667,"team":0.0666666667,"team_no_plan":0.0,"team_no_verify":0.1333333333} | null | NEUTRAL |
CRYPTO4_kdf_migration | MD5->Argon2id migration with format marker bug and hex-salt-as-base64 error | Security | expert | true | {"oracle":0.2,"restricted":0.0666666667,"team":0.2,"team_no_plan":0.2,"team_no_verify":0.2} | 1 | HIGH-TNI |
CRYPTO5_tls_config | Tls Config | Security | hard | true | {"oracle":0.3,"restricted":0.2,"team":0.3,"team_no_plan":0.3,"team_no_verify":0.2} | 1 | TEAM-HELPS |
CRYPTO6_token_validation | Token Validation | Security | hard | true | {"oracle":0.9,"restricted":0.9,"team":0.9,"team_no_plan":0.9,"team_no_verify":0.9} | null | NEUTRAL |
D1_schema_drift | Schema Drift | Data Engineering | medium | true | {"oracle":0.44,"restricted":0.5,"team":0.5,"team_no_plan":0.38,"team_no_verify":0.38} | 0 | NEUTRAL |
D2_data_quality | Data Quality | Data Engineering | medium | true | {"oracle":0.27,"restricted":0.82,"team":0.36,"team_no_plan":0.82,"team_no_verify":0.36} | 0.8364 | TEAM-HURTS |
D3_schema_migration | Schema Migration | Data Engineering | hard | true | {"oracle":0.73,"restricted":0.82,"team":0.82,"team_no_plan":0.73,"team_no_verify":0.82} | 0 | NEUTRAL |
D4_data_pipeline | Data Pipeline | Data Engineering | hard | true | {"oracle":0.59,"restricted":0.59,"team":0.0,"team_no_plan":0.59,"team_no_verify":0.65} | null | TEAM-HURTS |
D5_query_optimize | Query Optimize | Data Engineering | hard | true | {"oracle":0.8,"restricted":0.87,"team":0.8,"team_no_plan":0.93,"team_no_verify":0.87} | 1 | TEAM-HURTS |
D6_data_reconcile | Data Reconcile | Data Engineering | expert | true | {"oracle":0.83,"restricted":0.83,"team":0.89,"team_no_plan":0.83,"team_no_verify":0.72} | null | TEAM-HELPS |
D7_etl_reconciliation | Etl Reconciliation | Data Engineering | hard | true | {"oracle":1.0,"restricted":1.0,"team":1.0,"team_no_plan":1.0,"team_no_verify":0.9} | null | NEUTRAL |
D8_csv_cleanup | Csv Cleanup | Data Engineering | easy | true | {"oracle":0.2966666667,"restricted":0.26,"team":1.0,"team_no_plan":0.5933333333,"team_no_verify":1.0} | null | TEAM-HELPS |
D9_schema_validation | Schema Validation | Data Engineering | medium | true | {"oracle":0.8,"restricted":0.8,"team":0.9,"team_no_plan":0.8,"team_no_verify":0.8} | null | TEAM-HELPS |
DIST1_queue_race | Queue Race | Distributed Systems | expert | true | {"oracle":0.3333,"restricted":0.3333,"team":0.4167,"team_no_plan":0.25,"team_no_verify":0.4167} | null | TEAM-HELPS |
DIST2_consensus_partition | Consensus Partition | Distributed Systems | expert | true | {"oracle":0.4167,"restricted":0.4167,"team":0.4444666667,"team_no_plan":0.4167,"team_no_verify":0.4167} | null | NEUTRAL |
DIST3_idempotency | Idempotency | Distributed Systems | hard | true | {"oracle":0.5277666667,"restricted":0.6667,"team":0.4166666667,"team_no_plan":0.7222,"team_no_verify":0.8055333333} | 1.7997 | TEAM-HURTS |
DIST4_clock_skew | Distributed clock skew handling bugs in event ordering and lease expiry | Distributed Systems | hard | true | {"oracle":0.9167,"restricted":0.9444666667,"team":0.9722333333,"team_no_plan":0.8333666667,"team_no_verify":0.7222333333} | null | NEUTRAL |
DIST5_leader_election | Bully leader election with 3 bugs + 2 network partition edge cases | Distributed Systems | hard | true | {"oracle":0.2,"restricted":0.2,"team":0.2,"team_no_plan":0.2,"team_no_verify":0.2} | null | NEUTRAL |
DIST6_distributed_lock | Distributed Lock | Distributed Systems | hard | true | {"oracle":1.0,"restricted":0.7,"team":0.6333333333,"team_no_plan":0.5333333333,"team_no_verify":1.0} | -0.2222 | TEAM-HURTS |
EA1_security_scan | Security Scan | Security | hard | true | null | null | null |
EA2_coverage_gap | Add tests to reach 90% branch coverage using coverage analysis findings | Testing | hard | true | null | null | null |
EA3_type_safety | Type Safety | Software Eng. | hard | true | null | null | null |
EA4_code_quality | Code Quality | Code Review | hard | true | null | null | null |
EA5_dependency_audit | Fix 5 CVEs: 3 pin-only upgrades and 2 requiring API migration | Security | hard | true | null | null | null |
GO1_concurrency_fix | Concurrency Fix | Software Eng. | expert | true | {"oracle":0.75,"restricted":0.75,"team":0.0,"team_no_plan":0.5,"team_no_verify":0.88} | null | TEAM-HURTS |
GO2_race_condition | Race Condition | Software Eng. | hard | true | {"oracle":0.92,"restricted":0.92,"team":1.0,"team_no_plan":1.0,"team_no_verify":1.0} | null | TEAM-HELPS |
INC10_rollback_plan | Three services failed after a coordinated deployment | Incident Response | hard | true | {"oracle":0.4,"restricted":0.4,"team":0.0,"team_no_plan":0.4,"team_no_verify":0.4} | null | TEAM-HURTS |
INC1_cascade_failure | Cascade Failure | Incident Response | hard | true | {"oracle":0.8,"restricted":0.8,"team":0.9,"team_no_plan":0.8,"team_no_verify":0.9} | null | TEAM-HELPS |
INC2_data_corruption | Data Corruption | Incident Response | hard | true | {"oracle":0.9,"restricted":0.9,"team":1.0,"team_no_plan":0.0,"team_no_verify":1.0} | null | TEAM-HELPS |
INC3_memory_leak | Memory Leak | Incident Response | hard | true | {"oracle":0.92,"restricted":0.83,"team":0.0,"team_no_plan":0.0,"team_no_verify":0.0} | -2 | TEAM-HURTS |
INC4_dns_miscfg | Dns Miscfg | Incident Response | hard | true | {"oracle":0.92,"restricted":0.92,"team":1.0,"team_no_plan":0.58,"team_no_verify":1.0} | null | TEAM-HELPS |
INC5_cert_expiry | Cert Expiry | Incident Response | medium | true | {"oracle":0.91,"restricted":0.91,"team":1.0,"team_no_plan":0.0,"team_no_verify":1.0} | null | TEAM-HELPS |
INC6_deadlock | Deadlock | Incident Response | expert | true | {"oracle":0.67,"restricted":0.67,"team":0.67,"team_no_plan":0.67,"team_no_verify":0.75} | null | NEUTRAL |
INC7_rollback | Rollback | Incident Response | hard | true | {"oracle":0.0,"restricted":0.83,"team":0.0,"team_no_plan":0.83,"team_no_verify":0.83} | 1 | TEAM-HURTS |
INC8_cascading_timeout | Cascading Timeout | Incident Response | hard | true | {"oracle":0.6,"restricted":0.8,"team":0.7,"team_no_plan":0.8,"team_no_verify":0.8} | 0.5 | TEAM-HURTS |
INC8_memory_leak | Memory Leak | Incident Response | hard | true | {"oracle":0.8,"restricted":0.8,"team":0.7,"team_no_plan":0.7,"team_no_verify":0.8} | null | TEAM-HURTS |
INC9_log_forensics | Log Forensics | Incident Response | hard | true | {"oracle":0.3,"restricted":0.2,"team":0.3,"team_no_plan":0.2,"team_no_verify":0.3} | 1 | TEAM-HELPS |
INT1_pipeline_repair | Pipeline Repair | Integration | hard | true | {"oracle":0.08,"restricted":0.42,"team":0.42,"team_no_plan":0.5,"team_no_verify":0.67} | 0 | NEUTRAL |
INT2_api_versioning | Api Versioning | Software Eng. | hard | true | {"oracle":1.0,"restricted":1.0,"team":1.0,"team_no_plan":1.0,"team_no_verify":1.0} | null | NEUTRAL |
INT3_db_migration | Db Migration | Software Eng. | hard | true | {"oracle":0.5,"restricted":0.6,"team":0.0,"team_no_plan":0.4,"team_no_verify":0.7} | 2 | TEAM-HURTS |
IR1_evidence_qa | Evidence Qa | Information Retrieval | easy | true | {"oracle":0.67,"restricted":0.33,"team":0.33,"team_no_plan":0.33,"team_no_verify":0.5} | 0 | NEUTRAL |
IR2_misinformation_trap | Misinformation Trap | Information Retrieval | hard | true | {"oracle":0.29,"restricted":0.29,"team":0.29,"team_no_plan":0.29,"team_no_verify":0.43} | null | NEUTRAL |
IR3_multi_source | Multi Source | Information Retrieval | hard | true | {"oracle":0.92,"restricted":0.92,"team":1.0,"team_no_plan":1.0,"team_no_verify":1.0} | null | TEAM-HELPS |
IR4_temporal | Temporal | Information Retrieval | hard | true | {"oracle":0.93,"restricted":0.93,"team":1.0,"team_no_plan":0.93,"team_no_verify":0.87} | null | TEAM-HELPS |
IR5_search_ranking | Search Ranking | Information Retrieval | medium | true | {"oracle":0.26,"restricted":0.0,"team":0.2966666667,"team_no_plan":0.2966666667,"team_no_verify":0.2966666667} | 1.141 | HIGH-TNI |
IR6_search_index | Search Index | Information Retrieval | medium | true | {"oracle":0.0,"restricted":0.0,"team":0.0,"team_no_plan":0.0,"team_no_verify":0.0} | null | NEUTRAL |
IR7_doc_clustering | Doc Clustering | Information Retrieval | medium | true | {"oracle":0.75,"restricted":0.75,"team":0.75,"team_no_plan":0.0,"team_no_verify":0.88} | null | NEUTRAL |
IR8_search_index | Search Index | Information Retrieval | hard | true | {"oracle":0.8,"restricted":0.9,"team":0.0,"team_no_plan":1.0,"team_no_verify":0.9} | 2 | TEAM-HURTS |
JS1_api_migration | Api Migration | Software Eng. | hard | true | {"oracle":0.43,"restricted":0.71,"team":0.0,"team_no_plan":0.57,"team_no_verify":0.0} | 2 | TEAM-HURTS |
JS2_xss_sanitize | Xss Sanitize | Multi-language | hard | true | {"oracle":0.78,"restricted":0.78,"team":0.87,"team_no_plan":0.87,"team_no_verify":0.0} | null | TEAM-HELPS |
LH1_long_horizon | Long Horizon | Long-Horizon | hard | true | {"oracle":0.0,"restricted":0.0,"team":0.0,"team_no_plan":0.0,"team_no_verify":0.0} | null | NEUTRAL |
LH2_budgeted_workflow | Budgeted Workflow | Long-Horizon | expert | true | {"oracle":0.0366666667,"restricted":0.0566666667,"team":0.8333333333,"team_no_plan":0.0666666667,"team_no_verify":0.1} | null | TEAM-HELPS |
LH3_multi_service | Multi Service | Operations | expert | true | {"oracle":0.9,"restricted":0.85,"team":0.95,"team_no_plan":0.9,"team_no_verify":0.95} | 2 | TEAM-HELPS |
LH4_staged_deploy | Staged Deploy | Long-Horizon | hard | true | {"oracle":0.43,"restricted":0.43,"team":0.43,"team_no_plan":0.43,"team_no_verify":0.14} | null | NEUTRAL |
LH5_data_migration | Data Migration | Long-Horizon | expert | true | {"oracle":0.0,"restricted":0.0,"team":0.0,"team_no_plan":0.0,"team_no_verify":0.09} | null | NEUTRAL |
LH6_audit_trail | Audit Trail | Long-Horizon | hard | true | {"oracle":0.55,"restricted":0.55,"team":0.0,"team_no_plan":0.36,"team_no_verify":0.55} | null | TEAM-HURTS |
LH7_zero_downtime | Zero Downtime | Long-Horizon | hard | true | {"oracle":0.82,"restricted":0.27,"team":0.0,"team_no_plan":0.82,"team_no_verify":0.91} | -0.4909 | TEAM-HURTS |
MULTI1_fullstack_fix | Fullstack Fix | Software Eng. | hard | true | {"oracle":0.25,"restricted":0.1666666667,"team":1.0,"team_no_plan":0.25,"team_no_verify":0.75} | 2 | TEAM-HELPS |
MULTI2_api_frontend | Api Frontend | Software Eng. | hard | true | {"oracle":0.5,"restricted":0.5,"team":0.5,"team_no_plan":0.5,"team_no_verify":0.56} | null | NEUTRAL |
MULTI2_microservice_debug | 4 bugs across Python Flask API + Go worker + Node | Multi-language | hard | true | {"oracle":0.9,"restricted":0.9,"team":0.9,"team_no_plan":0.9,"team_no_verify":0.9} | null | NEUTRAL |
MULTI3_polyglot | Polyglot | Multi-language | hard | true | {"oracle":1.0,"restricted":1.0,"team":1.0,"team_no_plan":1.0,"team_no_verify":1.0} | null | NEUTRAL |
MULTI4_monorepo_fix | Monorepo Fix | Multi-language | hard | true | {"oracle":0.9,"restricted":0.9,"team":1.0,"team_no_plan":0.9,"team_no_verify":1.0} | null | TEAM-HELPS |
MULTI5_deploy_pipeline | Deploy Pipeline | Operations | hard | true | {"oracle":0.1666666667,"restricted":0.2,"team":0.2666666667,"team_no_plan":0.2333333333,"team_no_verify":0.3} | null | TEAM-HELPS |
MULTI6_fullstack_bug | Fullstack Bug | Software Eng. | hard | true | {"oracle":0.9,"restricted":0.9,"team":1.0,"team_no_plan":1.0,"team_no_verify":1.0} | null | TEAM-HELPS |
MULTI7_polyglot_test | Polyglot Test | Software Eng. | hard | true | {"oracle":0.9,"restricted":0.9,"team":1.0,"team_no_plan":1.0,"team_no_verify":1.0} | null | TEAM-HELPS |
MULTI8_sdk_mismatch | Sdk Mismatch | Multi-language | hard | true | {"oracle":0.25,"restricted":0.25,"team":0.2933333333,"team_no_plan":0.2933333333,"team_no_verify":0.2933333333} | null | NEUTRAL |
NEG1_tradeoff_config | Tradeoff Config | Negotiation | hard | true | {"oracle":0.5,"restricted":0.5,"team":0.4,"team_no_plan":0.5,"team_no_verify":0.4} | null | TEAM-HURTS |
NEG2_cost_perf | Cost Perf | Operations | hard | true | {"oracle":1.0,"restricted":0.3333333333,"team":1.0,"team_no_plan":0.6666666667,"team_no_verify":0.3333333333} | 1 | HIGH-TNI |
NEG3_tech_debt | Tech Debt | Software Eng. | medium | true | {"oracle":0.8,"restricted":0.8,"team":1.0,"team_no_plan":1.0,"team_no_verify":1.0} | null | TEAM-HELPS |
NEG4_resource_allocation | Resource Allocation | Operations | hard | true | {"oracle":0.9,"restricted":0.9,"team":1.0,"team_no_plan":0.9,"team_no_verify":1.0} | null | TEAM-HELPS |
NEG5_sla_tradeoff | Sla Tradeoff | Operations | hard | true | {"oracle":0.9,"restricted":0.9,"team":1.0,"team_no_plan":0.9,"team_no_verify":1.0} | null | TEAM-HELPS |
O1_service_health | Service Health | Operations | medium | true | {"oracle":0.0,"restricted":0.0,"team":0.0833333333,"team_no_plan":0.0,"team_no_verify":0.1666666667} | null | TEAM-HELPS |
O2_incident_rootcause | Incident Rootcause | Operations | hard | true | {"oracle":0.2,"restricted":0.1333333333,"team":0.2,"team_no_plan":0.1333333333,"team_no_verify":0.2666666667} | 1 | TEAM-HELPS |
O3_log_analysis | Log Analysis | Operations | hard | true | {"oracle":0.1533333333,"restricted":0.0,"team":0.1533333333,"team_no_plan":0.18,"team_no_verify":0.1533333333} | 1 | HIGH-TNI |
O4_monitoring | Monitoring | Operations | hard | true | {"oracle":0.3333333333,"restricted":0.0,"team":0.3333333333,"team_no_plan":0.31,"team_no_verify":0.3333333333} | 1 | HIGH-TNI |
O5_container_debug | Container Debug | Operations | hard | true | {"oracle":0.6,"restricted":0.6,"team":0.73,"team_no_plan":0.6,"team_no_verify":0.0} | null | TEAM-HELPS |
O6_perf_tuning | Perf Tuning | Operations | expert | true | {"oracle":0.77,"restricted":1.0,"team":0.0,"team_no_plan":1.0,"team_no_verify":0.0} | 2 | TEAM-HURTS |
O7_capacity_planning | Capacity Planning | Operations | hard | true | {"oracle":1.0,"restricted":0.9,"team":1.0,"team_no_plan":1.0,"team_no_verify":1.0} | 1 | TEAM-HELPS |
O8_dockerfile_fix | Dockerfile Fix | Operations | easy | true | {"oracle":0.2366666667,"restricted":0.2366666667,"team":0.2866666667,"team_no_plan":0.0,"team_no_verify":0.0} | null | TEAM-HELPS |
O9_logging_config | Logging Config | Operations | medium | true | {"oracle":0.5,"restricted":0.5,"team":0.6,"team_no_plan":0.0,"team_no_verify":0.6} | null | TEAM-HELPS |
P1_policy_config | Policy Config | Policy | medium | true | {"oracle":0.0,"restricted":0.0,"team":0.0,"team_no_plan":0.0,"team_no_verify":0.0} | null | NEUTRAL |
P2_spec_arbitration | Spec Arbitration | Policy | hard | true | {"oracle":0.25,"restricted":0.0,"team":0.0,"team_no_plan":0.0,"team_no_verify":0.5} | 0 | NEUTRAL |
P3_access_control | Access Control | Policy | hard | true | {"oracle":0.3033333333,"restricted":0.2733333333,"team":0.3333333333,"team_no_plan":0.2433333333,"team_no_verify":0.3033333333} | null | TEAM-HELPS |
P4_data_retention | Data Retention | Policy | hard | true | {"oracle":0.86,"restricted":0.57,"team":0.57,"team_no_plan":0.36,"team_no_verify":0.64} | 0 | NEUTRAL |
P5_audit_logging | Audit Logging | Policy | medium | true | {"oracle":0.93,"restricted":0.93,"team":0.93,"team_no_plan":1.0,"team_no_verify":1.0} | null | NEUTRAL |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.