| | [ |
| | { |
| | "task_id": "CR1_review_respond", |
| | "title": "Review Respond", |
| | "category": "Code Review", |
| | "difficulty": "medium", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.5, |
| | "restricted": 0.5, |
| | "team": 0.0, |
| | "team_no_plan": 0.62, |
| | "team_no_verify": 0.62 |
| | }, |
| | "classification": "TEAM-HURTS" |
| | }, |
| | { |
| | "task_id": "CR2_style_enforce", |
| | "title": "Style Enforce", |
| | "category": "Code Review", |
| | "difficulty": "easy", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.92, |
| | "restricted": 0.69, |
| | "team": 0.77, |
| | "team_no_plan": 0.77, |
| | "team_no_verify": 0.69 |
| | }, |
| | "tni": 0.3478, |
| | "classification": "HIGH-TNI" |
| | }, |
| | { |
| | "task_id": "CR3_perf_review", |
| | "title": "Perf Review", |
| | "category": "Code Review", |
| | "difficulty": "medium", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.9, |
| | "restricted": 0.9, |
| | "team": 1.0, |
| | "team_no_plan": 0.9, |
| | "team_no_verify": 1.0 |
| | }, |
| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "CR4_api_review", |
| | "title": "Api Review", |
| | "category": "Code Review", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.56, |
| | "restricted": 0.56, |
| | "team": 0.62, |
| | "team_no_plan": 0.56, |
| | "team_no_verify": 0.25 |
| | }, |
| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "CR5_test_coverage", |
| | "title": "Test Coverage", |
| | "category": "Testing", |
| | "difficulty": "medium", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.0, |
| | "restricted": 0.12666666666666668, |
| | "team": 0.25666666666666665, |
| | "team_no_plan": 0.12666666666666668, |
| | "team_no_verify": 0.15333333333333335 |
| | }, |
| | "tni": -1.0263, |
| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "CR6_review_checklist", |
| | "title": "Review Checklist", |
| | "category": "Code Review", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.06, |
| | "restricted": 0.06, |
| | "team": 0.30333333333333334, |
| | "team_no_plan": 0.2733333333333333, |
| | "team_no_verify": 0.30333333333333334 |
| | }, |
| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "CROSS1_api_contract", |
| | "title": "Go server + Python client with 3 field name/format mismatches to reconcile", |
| | "category": "Cross-System Integration", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 1.0, |
| | "restricted": 1.0, |
| | "team": 1.0, |
| | "team_no_plan": 0.9, |
| | "team_no_verify": 0.4 |
| | }, |
| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "CROSS2_schema_evolution", |
| | "title": "Schema Evolution", |
| | "category": "Cross-System Integration", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 1.0, |
| | "restricted": 1.0, |
| | "team": 1.0, |
| | "team_no_plan": 1.0, |
| | "team_no_verify": 0.8889 |
| | }, |
| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "CROSS3_protocol_bridge", |
| | "title": "JSON->proto3 bridge with 6 type bugs: int64, bytes, oneof, enum, 2 error codes", |
| | "category": "Cross-System Integration", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 1.0, |
| | "restricted": 1.0, |
| | "team": 1.0, |
| | "team_no_plan": 1.0, |
| | "team_no_verify": 1.0 |
| | }, |
| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "CROSS4_auth_federation", |
| | "title": "Auth Federation", |
| | "category": "Cross-System Integration", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 1.0, |
| | "restricted": 1.0, |
| | "team": 1.0, |
| | "team_no_plan": 1.0, |
| | "team_no_verify": 1.0 |
| | }, |
| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "CROSS5_event_schema", |
| | "title": "Event Schema", |
| | "category": "Cross-System Integration", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.7, |
| | "restricted": 1.0, |
| | "team": 0.7, |
| | "team_no_plan": 0.7, |
| | "team_no_verify": 1.0 |
| | }, |
| | "tni": 1.0, |
| | "classification": "TEAM-HURTS" |
| | }, |
| | { |
| | "task_id": "CROSS6_grpc_rest_bridge", |
| | "title": "gRPC-style service definition + REST gateway with 4 type conversion errors", |
| | "category": "Multi-language", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 1.0, |
| | "restricted": 1.0, |
| | "team": 0.0, |
| | "team_no_plan": 1.0, |
| | "team_no_verify": 1.0 |
| | }, |
| | "classification": "TEAM-HURTS" |
| | }, |
| | { |
| | "task_id": "CROSS7_config_drift", |
| | "title": "Config Drift", |
| | "category": "Operations", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.6, |
| | "restricted": 0.6, |
| | "team": 0.6, |
| | "team_no_plan": 0.6, |
| | "team_no_verify": 0.6 |
| | }, |
| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "CRYPTO1_nonce_reuse", |
| | "title": "AES-GCM counter nonce, PBKDF2 1000 iters, 8-byte tag: 3 bugs, salt is correct", |
| | "category": "Security", |
| | "difficulty": "expert", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.5, |
| | "restricted": 1.0, |
| | "team": 1.0, |
| | "team_no_plan": 0.7, |
| | "team_no_verify": 1.0 |
| | }, |
| | "tni": -0.0, |
| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "CRYPTO2_timing_safe", |
| | "title": "Fix 4 timing-unsafe secret comparisons with hmac", |
| | "category": "Security", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 1.0, |
| | "restricted": 1.0, |
| | "team": 1.0, |
| | "team_no_plan": 1.0, |
| | "team_no_verify": 1.0 |
| | }, |
| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "CRYPTO3_cert_chain", |
| | "title": "X", |
| | "category": "Security", |
| | "difficulty": "expert", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.06666666666666667, |
| | "restricted": 0.06666666666666667, |
| | "team": 0.06666666666666667, |
| | "team_no_plan": 0.0, |
| | "team_no_verify": 0.13333333333333333 |
| | }, |
| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "CRYPTO4_kdf_migration", |
| | "title": "MD5->Argon2id migration with format marker bug and hex-salt-as-base64 error", |
| | "category": "Security", |
| | "difficulty": "expert", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.20000000000000004, |
| | "restricted": 0.06666666666666667, |
| | "team": 0.20000000000000004, |
| | "team_no_plan": 0.20000000000000004, |
| | "team_no_verify": 0.20000000000000004 |
| | }, |
| | "tni": 1.0, |
| | "classification": "HIGH-TNI" |
| | }, |
| | { |
| | "task_id": "CRYPTO5_tls_config", |
| | "title": "Tls Config", |
| | "category": "Security", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.3, |
| | "restricted": 0.19999999999999998, |
| | "team": 0.3, |
| | "team_no_plan": 0.3, |
| | "team_no_verify": 0.19999999999999998 |
| | }, |
| | "tni": 1.0, |
| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "CRYPTO6_token_validation", |
| | "title": "Token Validation", |
| | "category": "Security", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.9, |
| | "restricted": 0.9, |
| | "team": 0.9, |
| | "team_no_plan": 0.9, |
| | "team_no_verify": 0.9 |
| | }, |
| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "D1_schema_drift", |
| | "title": "Schema Drift", |
| | "category": "Data Engineering", |
| | "difficulty": "medium", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.44, |
| | "restricted": 0.5, |
| | "team": 0.5, |
| | "team_no_plan": 0.38, |
| | "team_no_verify": 0.38 |
| | }, |
| | "tni": -0.0, |
| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "D2_data_quality", |
| | "title": "Data Quality", |
| | "category": "Data Engineering", |
| | "difficulty": "medium", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.27, |
| | "restricted": 0.82, |
| | "team": 0.36, |
| | "team_no_plan": 0.82, |
| | "team_no_verify": 0.36 |
| | }, |
| | "tni": 0.8364, |
| | "classification": "TEAM-HURTS" |
| | }, |
| | { |
| | "task_id": "D3_schema_migration", |
| | "title": "Schema Migration", |
| | "category": "Data Engineering", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.73, |
| | "restricted": 0.82, |
| | "team": 0.82, |
| | "team_no_plan": 0.73, |
| | "team_no_verify": 0.82 |
| | }, |
| | "tni": -0.0, |
| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "D4_data_pipeline", |
| | "title": "Data Pipeline", |
| | "category": "Data Engineering", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.59, |
| | "restricted": 0.59, |
| | "team": 0.0, |
| | "team_no_plan": 0.59, |
| | "team_no_verify": 0.65 |
| | }, |
| | "classification": "TEAM-HURTS" |
| | }, |
| | { |
| | "task_id": "D5_query_optimize", |
| | "title": "Query Optimize", |
| | "category": "Data Engineering", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.8, |
| | "restricted": 0.87, |
| | "team": 0.8, |
| | "team_no_plan": 0.93, |
| | "team_no_verify": 0.87 |
| | }, |
| | "tni": 1.0, |
| | "classification": "TEAM-HURTS" |
| | }, |
| | { |
| | "task_id": "D6_data_reconcile", |
| | "title": "Data Reconcile", |
| | "category": "Data Engineering", |
| | "difficulty": "expert", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.83, |
| | "restricted": 0.83, |
| | "team": 0.89, |
| | "team_no_plan": 0.83, |
| | "team_no_verify": 0.72 |
| | }, |
| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "D7_etl_reconciliation", |
| | "title": "Etl Reconciliation", |
| | "category": "Data Engineering", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 1.0, |
| | "restricted": 1.0, |
| | "team": 1.0, |
| | "team_no_plan": 1.0, |
| | "team_no_verify": 0.9 |
| | }, |
| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "D8_csv_cleanup", |
| | "title": "Csv Cleanup", |
| | "category": "Data Engineering", |
| | "difficulty": "easy", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.2966666666666667, |
| | "restricted": 0.26, |
| | "team": 1.0, |
| | "team_no_plan": 0.5933333333333334, |
| | "team_no_verify": 1.0 |
| | }, |
| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "D9_schema_validation", |
| | "title": "Schema Validation", |
| | "category": "Data Engineering", |
| | "difficulty": "medium", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.8, |
| | "restricted": 0.8, |
| | "team": 0.9, |
| | "team_no_plan": 0.8, |
| | "team_no_verify": 0.8 |
| | }, |
| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "DIST1_queue_race", |
| | "title": "Queue Race", |
| | "category": "Distributed Systems", |
| | "difficulty": "expert", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.3333, |
| | "restricted": 0.3333, |
| | "team": 0.4167, |
| | "team_no_plan": 0.25, |
| | "team_no_verify": 0.4167 |
| | }, |
| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "DIST2_consensus_partition", |
| | "title": "Consensus Partition", |
| | "category": "Distributed Systems", |
| | "difficulty": "expert", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.4167, |
| | "restricted": 0.4167, |
| | "team": 0.44446666666666673, |
| | "team_no_plan": 0.4167, |
| | "team_no_verify": 0.4167 |
| | }, |
| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "DIST3_idempotency", |
| | "title": "Idempotency", |
| | "category": "Distributed Systems", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.5277666666666666, |
| | "restricted": 0.6667, |
| | "team": 0.4166666666666667, |
| | "team_no_plan": 0.7222, |
| | "team_no_verify": 0.8055333333333333 |
| | }, |
| | "tni": 1.7997, |
| | "classification": "TEAM-HURTS" |
| | }, |
| | { |
| | "task_id": "DIST4_clock_skew", |
| | "title": "Distributed clock skew handling bugs in event ordering and lease expiry", |
| | "category": "Distributed Systems", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.9167, |
| | "restricted": 0.9444666666666667, |
| | "team": 0.9722333333333334, |
| | "team_no_plan": 0.8333666666666666, |
| | "team_no_verify": 0.7222333333333334 |
| | }, |
| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "DIST5_leader_election", |
| | "title": "Bully leader election with 3 bugs + 2 network partition edge cases", |
| | "category": "Distributed Systems", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.2, |
| | "restricted": 0.2, |
| | "team": 0.2, |
| | "team_no_plan": 0.2, |
| | "team_no_verify": 0.2 |
| | }, |
| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "DIST6_distributed_lock", |
| | "title": "Distributed Lock", |
| | "category": "Distributed Systems", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 1.0, |
| | "restricted": 0.7000000000000001, |
| | "team": 0.6333333333333333, |
| | "team_no_plan": 0.5333333333333333, |
| | "team_no_verify": 1.0 |
| | }, |
| | "tni": -0.2222, |
| | "classification": "TEAM-HURTS" |
| | }, |
| | { |
| | "task_id": "EA1_security_scan", |
| | "title": "Security Scan", |
| | "category": "Security", |
| | "difficulty": "hard", |
| | "has_generator": true |
| | }, |
| | { |
| | "task_id": "EA2_coverage_gap", |
| | "title": "Add tests to reach 90% branch coverage using coverage analysis findings", |
| | "category": "Testing", |
| | "difficulty": "hard", |
| | "has_generator": true |
| | }, |
| | { |
| | "task_id": "EA3_type_safety", |
| | "title": "Type Safety", |
| | "category": "Software Eng.", |
| | "difficulty": "hard", |
| | "has_generator": true |
| | }, |
| | { |
| | "task_id": "EA4_code_quality", |
| | "title": "Code Quality", |
| | "category": "Code Review", |
| | "difficulty": "hard", |
| | "has_generator": true |
| | }, |
| | { |
| | "task_id": "EA5_dependency_audit", |
| | "title": "Fix 5 CVEs: 3 pin-only upgrades and 2 requiring API migration", |
| | "category": "Security", |
| | "difficulty": "hard", |
| | "has_generator": true |
| | }, |
| | { |
| | "task_id": "GO1_concurrency_fix", |
| | "title": "Concurrency Fix", |
| | "category": "Software Eng.", |
| | "difficulty": "expert", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.75, |
| | "restricted": 0.75, |
| | "team": 0.0, |
| | "team_no_plan": 0.5, |
| | "team_no_verify": 0.88 |
| | }, |
| | "classification": "TEAM-HURTS" |
| | }, |
| | { |
| | "task_id": "GO2_race_condition", |
| | "title": "Race Condition", |
| | "category": "Software Eng.", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.92, |
| | "restricted": 0.92, |
| | "team": 1.0, |
| | "team_no_plan": 1.0, |
| | "team_no_verify": 1.0 |
| | }, |
| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "INC10_rollback_plan", |
| | "title": "Three services failed after a coordinated deployment", |
| | "category": "Incident Response", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.4, |
| | "restricted": 0.4, |
| | "team": 0.0, |
| | "team_no_plan": 0.4, |
| | "team_no_verify": 0.4 |
| | }, |
| | "classification": "TEAM-HURTS" |
| | }, |
| | { |
| | "task_id": "INC1_cascade_failure", |
| | "title": "Cascade Failure", |
| | "category": "Incident Response", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.8, |
| | "restricted": 0.8, |
| | "team": 0.9, |
| | "team_no_plan": 0.8, |
| | "team_no_verify": 0.9 |
| | }, |
| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "INC2_data_corruption", |
| | "title": "Data Corruption", |
| | "category": "Incident Response", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.9, |
| | "restricted": 0.9, |
| | "team": 1.0, |
| | "team_no_plan": 0.0, |
| | "team_no_verify": 1.0 |
| | }, |
| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "INC3_memory_leak", |
| | "title": "Memory Leak", |
| | "category": "Incident Response", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.92, |
| | "restricted": 0.83, |
| | "team": 0.0, |
| | "team_no_plan": 0.0, |
| | "team_no_verify": 0.0 |
| | }, |
| | "tni": -2.0, |
| | "classification": "TEAM-HURTS" |
| | }, |
| | { |
| | "task_id": "INC4_dns_miscfg", |
| | "title": "Dns Miscfg", |
| | "category": "Incident Response", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.92, |
| | "restricted": 0.92, |
| | "team": 1.0, |
| | "team_no_plan": 0.58, |
| | "team_no_verify": 1.0 |
| | }, |
| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "INC5_cert_expiry", |
| | "title": "Cert Expiry", |
| | "category": "Incident Response", |
| | "difficulty": "medium", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.91, |
| | "restricted": 0.91, |
| | "team": 1.0, |
| | "team_no_plan": 0.0, |
| | "team_no_verify": 1.0 |
| | }, |
| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "INC6_deadlock", |
| | "title": "Deadlock", |
| | "category": "Incident Response", |
| | "difficulty": "expert", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.67, |
| | "restricted": 0.67, |
| | "team": 0.67, |
| | "team_no_plan": 0.67, |
| | "team_no_verify": 0.75 |
| | }, |
| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "INC7_rollback", |
| | "title": "Rollback", |
| | "category": "Incident Response", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.0, |
| | "restricted": 0.83, |
| | "team": 0.0, |
| | "team_no_plan": 0.83, |
| | "team_no_verify": 0.83 |
| | }, |
| | "tni": 1.0, |
| | "classification": "TEAM-HURTS" |
| | }, |
| | { |
| | "task_id": "INC8_cascading_timeout", |
| | "title": "Cascading Timeout", |
| | "category": "Incident Response", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.6, |
| | "restricted": 0.8, |
| | "team": 0.7, |
| | "team_no_plan": 0.8, |
| | "team_no_verify": 0.8 |
| | }, |
| | "tni": 0.5, |
| | "classification": "TEAM-HURTS" |
| | }, |
| | { |
| | "task_id": "INC8_memory_leak", |
| | "title": "Memory Leak", |
| | "category": "Incident Response", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.8, |
| | "restricted": 0.8, |
| | "team": 0.7, |
| | "team_no_plan": 0.7, |
| | "team_no_verify": 0.8 |
| | }, |
| | "classification": "TEAM-HURTS" |
| | }, |
| | { |
| | "task_id": "INC9_log_forensics", |
| | "title": "Log Forensics", |
| | "category": "Incident Response", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.3, |
| | "restricted": 0.2, |
| | "team": 0.3, |
| | "team_no_plan": 0.2, |
| | "team_no_verify": 0.3 |
| | }, |
| | "tni": 1.0, |
| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "INT1_pipeline_repair", |
| | "title": "Pipeline Repair", |
| | "category": "Integration", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.08, |
| | "restricted": 0.42, |
| | "team": 0.42, |
| | "team_no_plan": 0.5, |
| | "team_no_verify": 0.67 |
| | }, |
| | "tni": -0.0, |
| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "INT2_api_versioning", |
| | "title": "Api Versioning", |
| | "category": "Software Eng.", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 1.0, |
| | "restricted": 1.0, |
| | "team": 1.0, |
| | "team_no_plan": 1.0, |
| | "team_no_verify": 1.0 |
| | }, |
| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "INT3_db_migration", |
| | "title": "Db Migration", |
| | "category": "Software Eng.", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.5, |
| | "restricted": 0.6, |
| | "team": 0.0, |
| | "team_no_plan": 0.4, |
| | "team_no_verify": 0.7 |
| | }, |
| | "tni": 2.0, |
| | "classification": "TEAM-HURTS" |
| | }, |
| | { |
| | "task_id": "IR1_evidence_qa", |
| | "title": "Evidence Qa", |
| | "category": "Information Retrieval", |
| | "difficulty": "easy", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.67, |
| | "restricted": 0.33, |
| | "team": 0.33, |
| | "team_no_plan": 0.33, |
| | "team_no_verify": 0.5 |
| | }, |
| | "tni": 0.0, |
| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "IR2_misinformation_trap", |
| | "title": "Misinformation Trap", |
| | "category": "Information Retrieval", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.29, |
| | "restricted": 0.29, |
| | "team": 0.29, |
| | "team_no_plan": 0.29, |
| | "team_no_verify": 0.43 |
| | }, |
| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "IR3_multi_source", |
| | "title": "Multi Source", |
| | "category": "Information Retrieval", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.92, |
| | "restricted": 0.92, |
| | "team": 1.0, |
| | "team_no_plan": 1.0, |
| | "team_no_verify": 1.0 |
| | }, |
| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "IR4_temporal", |
| | "title": "Temporal", |
| | "category": "Information Retrieval", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.93, |
| | "restricted": 0.93, |
| | "team": 1.0, |
| | "team_no_plan": 0.93, |
| | "team_no_verify": 0.87 |
| | }, |
| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "IR5_search_ranking", |
| | "title": "Search Ranking", |
| | "category": "Information Retrieval", |
| | "difficulty": "medium", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.26, |
| | "restricted": 0.0, |
| | "team": 0.2966666666666667, |
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| | "team_no_verify": 0.2966666666666667 |
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| | "tni": 1.141, |
| | "classification": "HIGH-TNI" |
| | }, |
| | { |
| | "task_id": "IR6_search_index", |
| | "title": "Search Index", |
| | "category": "Information Retrieval", |
| | "difficulty": "medium", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.0, |
| | "restricted": 0.0, |
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| | "team_no_plan": 0.0, |
| | "team_no_verify": 0.0 |
| | }, |
| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "IR7_doc_clustering", |
| | "title": "Doc Clustering", |
| | "category": "Information Retrieval", |
| | "difficulty": "medium", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.75, |
| | "restricted": 0.75, |
| | "team": 0.75, |
| | "team_no_plan": 0.0, |
| | "team_no_verify": 0.88 |
| | }, |
| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "IR8_search_index", |
| | "title": "Search Index", |
| | "category": "Information Retrieval", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.8, |
| | "restricted": 0.9, |
| | "team": 0.0, |
| | "team_no_plan": 1.0, |
| | "team_no_verify": 0.9 |
| | }, |
| | "tni": 2.0, |
| | "classification": "TEAM-HURTS" |
| | }, |
| | { |
| | "task_id": "JS1_api_migration", |
| | "title": "Api Migration", |
| | "category": "Software Eng.", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.43, |
| | "restricted": 0.71, |
| | "team": 0.0, |
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| | "team_no_verify": 0.0 |
| | }, |
| | "tni": 2.0, |
| | "classification": "TEAM-HURTS" |
| | }, |
| | { |
| | "task_id": "JS2_xss_sanitize", |
| | "title": "Xss Sanitize", |
| | "category": "Multi-language", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.78, |
| | "restricted": 0.78, |
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| | "team_no_plan": 0.87, |
| | "team_no_verify": 0.0 |
| | }, |
| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "LH1_long_horizon", |
| | "title": "Long Horizon", |
| | "category": "Long-Horizon", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.0, |
| | "restricted": 0.0, |
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| | "team_no_plan": 0.0, |
| | "team_no_verify": 0.0 |
| | }, |
| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "LH2_budgeted_workflow", |
| | "title": "Budgeted Workflow", |
| | "category": "Long-Horizon", |
| | "difficulty": "expert", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.03666666666666667, |
| | "restricted": 0.05666666666666667, |
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| | "team_no_verify": 0.09999999999999999 |
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| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "LH3_multi_service", |
| | "title": "Multi Service", |
| | "category": "Operations", |
| | "difficulty": "expert", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.9, |
| | "restricted": 0.85, |
| | "team": 0.95, |
| | "team_no_plan": 0.9, |
| | "team_no_verify": 0.95 |
| | }, |
| | "tni": 2.0, |
| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "LH4_staged_deploy", |
| | "title": "Staged Deploy", |
| | "category": "Long-Horizon", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.43, |
| | "restricted": 0.43, |
| | "team": 0.43, |
| | "team_no_plan": 0.43, |
| | "team_no_verify": 0.14 |
| | }, |
| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "LH5_data_migration", |
| | "title": "Data Migration", |
| | "category": "Long-Horizon", |
| | "difficulty": "expert", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.0, |
| | "restricted": 0.0, |
| | "team": 0.0, |
| | "team_no_plan": 0.0, |
| | "team_no_verify": 0.09 |
| | }, |
| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "LH6_audit_trail", |
| | "title": "Audit Trail", |
| | "category": "Long-Horizon", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.55, |
| | "restricted": 0.55, |
| | "team": 0.0, |
| | "team_no_plan": 0.36, |
| | "team_no_verify": 0.55 |
| | }, |
| | "classification": "TEAM-HURTS" |
| | }, |
| | { |
| | "task_id": "LH7_zero_downtime", |
| | "title": "Zero Downtime", |
| | "category": "Long-Horizon", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.82, |
| | "restricted": 0.27, |
| | "team": 0.0, |
| | "team_no_plan": 0.82, |
| | "team_no_verify": 0.91 |
| | }, |
| | "tni": -0.4909, |
| | "classification": "TEAM-HURTS" |
| | }, |
| | { |
| | "task_id": "MULTI1_fullstack_fix", |
| | "title": "Fullstack Fix", |
| | "category": "Software Eng.", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.25, |
| | "restricted": 0.16666666666666666, |
| | "team": 1.0, |
| | "team_no_plan": 0.25, |
| | "team_no_verify": 0.75 |
| | }, |
| | "tni": 2.0, |
| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "MULTI2_api_frontend", |
| | "title": "Api Frontend", |
| | "category": "Software Eng.", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.5, |
| | "restricted": 0.5, |
| | "team": 0.5, |
| | "team_no_plan": 0.5, |
| | "team_no_verify": 0.56 |
| | }, |
| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "MULTI2_microservice_debug", |
| | "title": "4 bugs across Python Flask API + Go worker + Node", |
| | "category": "Multi-language", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.9, |
| | "restricted": 0.9, |
| | "team": 0.9, |
| | "team_no_plan": 0.9, |
| | "team_no_verify": 0.9 |
| | }, |
| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "MULTI3_polyglot", |
| | "title": "Polyglot", |
| | "category": "Multi-language", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 1.0, |
| | "restricted": 1.0, |
| | "team": 1.0, |
| | "team_no_plan": 1.0, |
| | "team_no_verify": 1.0 |
| | }, |
| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "MULTI4_monorepo_fix", |
| | "title": "Monorepo Fix", |
| | "category": "Multi-language", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.9, |
| | "restricted": 0.9, |
| | "team": 1.0, |
| | "team_no_plan": 0.9, |
| | "team_no_verify": 1.0 |
| | }, |
| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "MULTI5_deploy_pipeline", |
| | "title": "Deploy Pipeline", |
| | "category": "Operations", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.16666666666666666, |
| | "restricted": 0.19999999999999998, |
| | "team": 0.26666666666666666, |
| | "team_no_plan": 0.2333333333333333, |
| | "team_no_verify": 0.3 |
| | }, |
| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "MULTI6_fullstack_bug", |
| | "title": "Fullstack Bug", |
| | "category": "Software Eng.", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.9, |
| | "restricted": 0.9, |
| | "team": 1.0, |
| | "team_no_plan": 1.0, |
| | "team_no_verify": 1.0 |
| | }, |
| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "MULTI7_polyglot_test", |
| | "title": "Polyglot Test", |
| | "category": "Software Eng.", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.9, |
| | "restricted": 0.9, |
| | "team": 1.0, |
| | "team_no_plan": 1.0, |
| | "team_no_verify": 1.0 |
| | }, |
| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "MULTI8_sdk_mismatch", |
| | "title": "Sdk Mismatch", |
| | "category": "Multi-language", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.25, |
| | "restricted": 0.25, |
| | "team": 0.29333333333333333, |
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| | }, |
| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "NEG1_tradeoff_config", |
| | "title": "Tradeoff Config", |
| | "category": "Negotiation", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.5, |
| | "restricted": 0.5, |
| | "team": 0.4, |
| | "team_no_plan": 0.5, |
| | "team_no_verify": 0.4 |
| | }, |
| | "classification": "TEAM-HURTS" |
| | }, |
| | { |
| | "task_id": "NEG2_cost_perf", |
| | "title": "Cost Perf", |
| | "category": "Operations", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 1.0, |
| | "restricted": 0.3333333333333333, |
| | "team": 1.0, |
| | "team_no_plan": 0.6666666666666666, |
| | "team_no_verify": 0.3333333333333333 |
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| | "tni": 1.0, |
| | "classification": "HIGH-TNI" |
| | }, |
| | { |
| | "task_id": "NEG3_tech_debt", |
| | "title": "Tech Debt", |
| | "category": "Software Eng.", |
| | "difficulty": "medium", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.8, |
| | "restricted": 0.8, |
| | "team": 1.0, |
| | "team_no_plan": 1.0, |
| | "team_no_verify": 1.0 |
| | }, |
| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "NEG4_resource_allocation", |
| | "title": "Resource Allocation", |
| | "category": "Operations", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.9, |
| | "restricted": 0.9, |
| | "team": 1.0, |
| | "team_no_plan": 0.9, |
| | "team_no_verify": 1.0 |
| | }, |
| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "NEG5_sla_tradeoff", |
| | "title": "Sla Tradeoff", |
| | "category": "Operations", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.9, |
| | "restricted": 0.9, |
| | "team": 1.0, |
| | "team_no_plan": 0.9, |
| | "team_no_verify": 1.0 |
| | }, |
| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "O1_service_health", |
| | "title": "Service Health", |
| | "category": "Operations", |
| | "difficulty": "medium", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.0, |
| | "restricted": 0.0, |
| | "team": 0.08333333333333333, |
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| | "team_no_verify": 0.16666666666666666 |
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| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "O2_incident_rootcause", |
| | "title": "Incident Rootcause", |
| | "category": "Operations", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.19999999999999998, |
| | "restricted": 0.13333333333333333, |
| | "team": 0.19999999999999998, |
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| | "tni": 1.0, |
| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "O3_log_analysis", |
| | "title": "Log Analysis", |
| | "category": "Operations", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.15333333333333335, |
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| | "team": 0.15333333333333335, |
| | "team_no_plan": 0.18000000000000002, |
| | "team_no_verify": 0.15333333333333335 |
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| | "tni": 1.0, |
| | "classification": "HIGH-TNI" |
| | }, |
| | { |
| | "task_id": "O4_monitoring", |
| | "title": "Monitoring", |
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| | "has_generator": true, |
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| | "restricted": 0.0, |
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| | "team_no_plan": 0.31, |
| | "team_no_verify": 0.3333333333333333 |
| | }, |
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| | "classification": "HIGH-TNI" |
| | }, |
| | { |
| | "task_id": "O5_container_debug", |
| | "title": "Container Debug", |
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| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.6, |
| | "restricted": 0.6, |
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| | "team_no_verify": 0.0 |
| | }, |
| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "O6_perf_tuning", |
| | "title": "Perf Tuning", |
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| | "difficulty": "expert", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.77, |
| | "restricted": 1.0, |
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| | "team_no_verify": 0.0 |
| | }, |
| | "tni": 2.0, |
| | "classification": "TEAM-HURTS" |
| | }, |
| | { |
| | "task_id": "O7_capacity_planning", |
| | "title": "Capacity Planning", |
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| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 1.0, |
| | "restricted": 0.9, |
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| | "team_no_verify": 1.0 |
| | }, |
| | "tni": 1.0, |
| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "O8_dockerfile_fix", |
| | "title": "Dockerfile Fix", |
| | "category": "Operations", |
| | "difficulty": "easy", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.23666666666666666, |
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| | "team_no_verify": 0.0 |
| | }, |
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| | }, |
| | { |
| | "task_id": "O9_logging_config", |
| | "title": "Logging Config", |
| | "category": "Operations", |
| | "difficulty": "medium", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.5, |
| | "restricted": 0.5, |
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| | "team_no_verify": 0.6 |
| | }, |
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| | }, |
| | { |
| | "task_id": "P1_policy_config", |
| | "title": "Policy Config", |
| | "category": "Policy", |
| | "difficulty": "medium", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.0, |
| | "restricted": 0.0, |
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| | "team_no_verify": 0.0 |
| | }, |
| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "P2_spec_arbitration", |
| | "title": "Spec Arbitration", |
| | "category": "Policy", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.25, |
| | "restricted": 0.0, |
| | "team": 0.0, |
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| | "team_no_verify": 0.5 |
| | }, |
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| | }, |
| | { |
| | "task_id": "P3_access_control", |
| | "title": "Access Control", |
| | "category": "Policy", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
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| | }, |
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| | }, |
| | { |
| | "task_id": "P4_data_retention", |
| | "title": "Data Retention", |
| | "category": "Policy", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.86, |
| | "restricted": 0.57, |
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| | "team_no_verify": 0.64 |
| | }, |
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| | }, |
| | { |
| | "task_id": "P5_audit_logging", |
| | "title": "Audit Logging", |
| | "category": "Policy", |
| | "difficulty": "medium", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.93, |
| | "restricted": 0.93, |
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| | "team_no_verify": 1.0 |
| | }, |
| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "P6_license_check", |
| | "title": "License Check", |
| | "category": "Policy", |
| | "difficulty": "easy", |
| | "has_generator": true, |
| | "ablation_scores": { |
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| | }, |
| | { |
| | "task_id": "P7_data_retention", |
| | "title": "Data Retention", |
| | "category": "Policy", |
| | "difficulty": "medium", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.2966666666666667, |
| | "restricted": 0.26, |
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| | "team_no_verify": 1.0 |
| | }, |
| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "P8_access_control", |
| | "title": "Access Control", |
| | "category": "Policy", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.3, |
| | "restricted": 0.3, |
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| | "team_no_plan": 0.4, |
| | "team_no_verify": 0.4 |
| | }, |
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| | }, |
| | { |
| | "task_id": "PIPE1_etl_fix", |
| | "title": "Etl Fix", |
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| | "difficulty": "medium", |
| | "has_generator": true, |
| | "ablation_scores": { |
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| | "restricted": 0.12, |
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| | }, |
| | { |
| | "task_id": "PIPE2_api_gateway", |
| | "title": "Api Gateway", |
| | "category": "Pipeline", |
| | "difficulty": "medium", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.92, |
| | "restricted": 0.92, |
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| | "team_no_verify": 1.0 |
| | }, |
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| | }, |
| | { |
| | "task_id": "PIPE2_data_pipeline", |
| | "title": "Data Pipeline", |
| | "category": "Pipeline", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.8, |
| | "restricted": 0.8, |
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| | "team_no_plan": 0.8, |
| | "team_no_verify": 0.8 |
| | }, |
| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "PIPE3_msg_queue", |
| | "title": "Msg Queue", |
| | "category": "Pipeline", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.77, |
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| | "team_no_verify": 0.85 |
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| | }, |
| | { |
| | "task_id": "PIPE3_stream_processing", |
| | "title": "Stream Processing", |
| | "category": "Pipeline", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 1.0, |
| | "restricted": 1.0, |
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| | "team_no_verify": 1.0 |
| | }, |
| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "PIPE4_ci_cd", |
| | "title": "Ci Cd", |
| | "category": "Pipeline", |
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| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.93, |
| | "restricted": 0.93, |
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| | "team_no_verify": 1.0 |
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| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "S1_hidden_spec", |
| | "title": "Hidden Spec", |
| | "category": "Software Eng.", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.0, |
| | "restricted": 0.0, |
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| | "team_no_verify": 0.0 |
| | }, |
| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "S2_dependency_conflict", |
| | "title": "Dependency Conflict", |
| | "category": "Software Eng.", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.25, |
| | "restricted": 0.25, |
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| | "team_no_plan": 0.25, |
| | "team_no_verify": 0.25 |
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| | "classification": "TEAM-HURTS" |
| | }, |
| | { |
| | "task_id": "S3_refactor_extract", |
| | "title": "Refactor Extract", |
| | "category": "Software Eng.", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.17, |
| | "restricted": 0.17, |
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| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "S4_backward_compat", |
| | "title": "Backward Compat", |
| | "category": "Software Eng.", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.21, |
| | "restricted": 0.21, |
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| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "S5_error_handling", |
| | "title": "Error Handling", |
| | "category": "Software Eng.", |
| | "difficulty": "medium", |
| | "has_generator": true, |
| | "ablation_scores": { |
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| | }, |
| | { |
| | "task_id": "S6_caching", |
| | "title": "Caching", |
| | "category": "Software Eng.", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.0, |
| | "restricted": 0.62, |
| | "team": 0.0, |
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| | "team_no_verify": 0.62 |
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| | "tni": 1.0, |
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| | }, |
| | { |
| | "task_id": "S7_env_config", |
| | "title": "Env Config", |
| | "category": "Software Eng.", |
| | "difficulty": "easy", |
| | "has_generator": true, |
| | "ablation_scores": { |
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| | { |
| | "task_id": "SCALE1_codebase_migration", |
| | "title": "Codebase Migration", |
| | "category": "Software Eng.", |
| | "difficulty": "expert", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.18999999999999997, |
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| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "SEC1_vuln_patch", |
| | "title": "Vuln Patch", |
| | "category": "Security", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.0, |
| | "restricted": 0.0, |
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| | "team_no_verify": 0.0 |
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| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "SEC2_auth_bypass", |
| | "title": "Auth Bypass", |
| | "category": "Security", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.9, |
| | "restricted": 0.6, |
| | "team": 0.7, |
| | "team_no_plan": 0.9, |
| | "team_no_verify": 0.7 |
| | }, |
| | "tni": 0.3333, |
| | "classification": "HIGH-TNI" |
| | }, |
| | { |
| | "task_id": "SEC3_crypto_upgrade", |
| | "title": "Crypto Upgrade", |
| | "category": "Security", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.2833333333333333, |
| | "restricted": 0.18000000000000002, |
| | "team": 0.3066666666666667, |
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| | "tni": 1.2258, |
| | "classification": "HIGH-TNI" |
| | }, |
| | { |
| | "task_id": "SEC4_input_validation", |
| | "title": "Input Validation", |
| | "category": "Security", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.31, |
| | "restricted": 0.31, |
| | "team": 0.0, |
| | "team_no_plan": 0.31, |
| | "team_no_verify": 0.38 |
| | }, |
| | "classification": "TEAM-HURTS" |
| | }, |
| | { |
| | "task_id": "SEC5_secrets_rotation", |
| | "title": "Secrets Rotation", |
| | "category": "Security", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.3066666666666667, |
| | "restricted": 0.22999999999999998, |
| | "team": 0.64, |
| | "team_no_plan": 0.0, |
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| | "tni": 2.0, |
| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "SEC6_csrf_protection", |
| | "title": "Csrf Protection", |
| | "category": "Security", |
| | "difficulty": "medium", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.85, |
| | "restricted": 0.46, |
| | "team": 0.46, |
| | "team_no_plan": 0.77, |
| | "team_no_verify": 0.54 |
| | }, |
| | "tni": 0.0, |
| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "SEC7_rate_limiting", |
| | "title": "Rate Limiting", |
| | "category": "Security", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.47, |
| | "restricted": 0.53, |
| | "team": 0.6, |
| | "team_no_plan": 0.33, |
| | "team_no_verify": 0.67 |
| | }, |
| | "tni": -1.1667, |
| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "SEC8_dependency_audit", |
| | "title": "Dependency Audit", |
| | "category": "Security", |
| | "difficulty": "expert", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.83, |
| | "restricted": 0.92, |
| | "team": 0.92, |
| | "team_no_plan": 0.83, |
| | "team_no_verify": 0.67 |
| | }, |
| | "tni": -0.0, |
| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "SEC9_vuln_triage", |
| | "title": "Vuln Triage", |
| | "category": "Security", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.77, |
| | "restricted": 0.69, |
| | "team": 0.0, |
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| | "team_no_verify": 0.77 |
| | }, |
| | "tni": -2.0, |
| | "classification": "TEAM-HURTS" |
| | }, |
| | { |
| | "task_id": "SPEC1_feature_impl", |
| | "title": "Feature Impl", |
| | "category": "Software Eng.", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.45, |
| | "restricted": 0.45, |
| | "team": 0.0, |
| | "team_no_plan": 0.09, |
| | "team_no_verify": 0.09 |
| | }, |
| | "classification": "TEAM-HURTS" |
| | }, |
| | { |
| | "task_id": "SPEC2_api_design", |
| | "title": "Api Design", |
| | "category": "Specification", |
| | "difficulty": "medium", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.75, |
| | "restricted": 0.67, |
| | "team": 0.67, |
| | "team_no_plan": 0.67, |
| | "team_no_verify": 0.75 |
| | }, |
| | "tni": 0.0, |
| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "SPEC3_data_model", |
| | "title": "Data Model", |
| | "category": "Specification", |
| | "difficulty": "medium", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.262, |
| | "restricted": 0.0, |
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| | "team_no_plan": 0.0, |
| | "team_no_verify": 0.0 |
| | }, |
| | "tni": 1.0, |
| | "classification": "HIGH-TNI" |
| | }, |
| | { |
| | "task_id": "SPEC4_migration", |
| | "title": "Migration", |
| | "category": "Data Engineering", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.0, |
| | "restricted": 0.85, |
| | "team": 0.85, |
| | "team_no_plan": 0.85, |
| | "team_no_verify": 0.85 |
| | }, |
| | "tni": -0.0, |
| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "SPEC5_config_system", |
| | "title": "Config System", |
| | "category": "Specification", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.4566666666666667, |
| | "restricted": 0.0, |
| | "team": 0.4566666666666667, |
| | "team_no_plan": 0.0, |
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| | }, |
| | "tni": 1.0, |
| | "classification": "HIGH-TNI" |
| | }, |
| | { |
| | "task_id": "SPEC6_rfc_impl", |
| | "title": "Rfc Impl", |
| | "category": "Software Eng.", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.95, |
| | "restricted": 0.95, |
| | "team": 1.0, |
| | "team_no_plan": 0.95, |
| | "team_no_verify": 1.0 |
| | }, |
| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "SPEC7_config_schema", |
| | "title": "Config Schema", |
| | "category": "Software Eng.", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 1.0, |
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| | }, |
| | "tni": 1.0, |
| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "SQL1_query_repair", |
| | "title": "Query Repair", |
| | "category": "Data Engineering", |
| | "difficulty": "medium", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.0, |
| | "restricted": 0.0, |
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| | "team_no_verify": 0.0 |
| | }, |
| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "SQL2_query_optimize", |
| | "title": "Query Optimize", |
| | "category": "Data Engineering", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.47, |
| | "restricted": 0.87, |
| | "team": 0.87, |
| | "team_no_plan": 0.47, |
| | "team_no_verify": 0.47 |
| | }, |
| | "tni": -0.0, |
| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "SYNTH1_distributed_debug", |
| | "title": "Distributed Debug", |
| | "category": "Distributed Systems", |
| | "difficulty": "expert", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.09000000000000001, |
| | "restricted": 0.09000000000000001, |
| | "team": 0.18333333333333335, |
| | "team_no_plan": 0.06, |
| | "team_no_verify": 0.15 |
| | }, |
| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "TEST1_spec_to_tests", |
| | "title": "Spec To Tests", |
| | "category": "Testing", |
| | "difficulty": "medium", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.2333333333333333, |
| | "restricted": 0.09999999999999999, |
| | "team": 0.26666666666666666, |
| | "team_no_plan": 0.2333333333333333, |
| | "team_no_verify": 0.26666666666666666 |
| | }, |
| | "tni": 1.25, |
| | "classification": "HIGH-TNI" |
| | }, |
| | { |
| | "task_id": "TEST2_regression", |
| | "title": "Regression", |
| | "category": "Testing", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.0, |
| | "restricted": 0.0, |
| | "team": 0.6666666666666666, |
| | "team_no_plan": 0.5766666666666667, |
| | "team_no_verify": 1.0 |
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| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "TEST3_integration", |
| | "title": "Integration", |
| | "category": "Testing", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.0, |
| | "restricted": 0.0, |
| | "team": 0.3066666666666667, |
| | "team_no_plan": 0.27666666666666667, |
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| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "TEST4_property", |
| | "title": "Property", |
| | "category": "Testing", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.2866666666666667, |
| | "restricted": 0.0, |
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| | "tni": 1.0, |
| | "classification": "HIGH-TNI" |
| | }, |
| | { |
| | "task_id": "TEST5_mutation_resistant", |
| | "title": "Mutation Resistant", |
| | "category": "Testing", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.22333333333333336, |
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| | "team": 0.27666666666666667, |
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| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "TEST6_property_based", |
| | "title": "Property Based", |
| | "category": "Testing", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.3, |
| | "restricted": 0.09999999999999999, |
| | "team": 0.6666666666666666, |
| | "team_no_plan": 0.09999999999999999, |
| | "team_no_verify": 1.0 |
| | }, |
| | "tni": 2.0, |
| | "classification": "HIGH-TNI" |
| | }, |
| | { |
| | "task_id": "TEST7_integration_suite", |
| | "title": "Integration Suite", |
| | "category": "Testing", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.0, |
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| | "team": 1.0, |
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| | "team_no_verify": 1.0 |
| | }, |
| | "tni": -2.0, |
| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "TEST8_unit_basic", |
| | "title": "Unit Basic", |
| | "category": "Testing", |
| | "difficulty": "easy", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.75, |
| | "restricted": 0.75, |
| | "team": 0.88, |
| | "team_no_plan": 0.88, |
| | "team_no_verify": 0.88 |
| | }, |
| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "TEST9_mock_service", |
| | "title": "Mock Service", |
| | "category": "Testing", |
| | "difficulty": "medium", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.2966666666666667, |
| | "restricted": 0.0, |
| | "team": 0.3333333333333333, |
| | "team_no_plan": 0.26, |
| | "team_no_verify": 1.0 |
| | }, |
| | "tni": 1.1236, |
| | "classification": "HIGH-TNI" |
| | }, |
| | { |
| | "task_id": "TRAP1_spec_conflict", |
| | "title": "Spec Conflict", |
| | "category": "Adversarial", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 1.0, |
| | "restricted": 1.0, |
| | "team": 1.0, |
| | "team_no_plan": 1.0, |
| | "team_no_verify": 1.0 |
| | }, |
| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "TRAP2_false_fix", |
| | "title": "8 reported bugs: 5 genuine bugs + 3 intentional design choices per ARCHITECTURE", |
| | "category": "Adversarial", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 1.0, |
| | "restricted": 0.9166666666666666, |
| | "team": 1.0, |
| | "team_no_plan": 1.0, |
| | "team_no_verify": 0.7916666666666666 |
| | }, |
| | "tni": 1.0, |
| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "TRAP3_metric_mirage", |
| | "title": "Metric Mirage", |
| | "category": "Operations", |
| | "difficulty": "expert", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.4, |
| | "restricted": 0.4, |
| | "team": 0.6, |
| | "team_no_plan": 0.4, |
| | "team_no_verify": 0.4 |
| | }, |
| | "classification": "TEAM-HELPS" |
| | }, |
| | { |
| | "task_id": "TRAP4_version_paradox", |
| | "title": "v2->v3 migration; 2/6 patterns must remain as shims for vendored dependency", |
| | "category": "Adversarial", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.5533333333333333, |
| | "restricted": 0.3033333333333334, |
| | "team": 0.5266666666666667, |
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| | "tni": 0.8933, |
| | "classification": "HIGH-TNI" |
| | }, |
| | { |
| | "task_id": "TRAP5_security_theater", |
| | "title": "Security Theater", |
| | "category": "Adversarial", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.71, |
| | "restricted": 0.71, |
| | "team": 0.71, |
| | "team_no_plan": 0.71, |
| | "team_no_verify": 0.79 |
| | }, |
| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "TRAP6_deprecated_api", |
| | "title": "Deprecated Api", |
| | "category": "Adversarial", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 1.0, |
| | "restricted": 1.0, |
| | "team": 1.0, |
| | "team_no_plan": 0.0, |
| | "team_no_verify": 1.0 |
| | }, |
| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "TRAP7_test_pollution", |
| | "title": "Test Pollution", |
| | "category": "Adversarial", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.8, |
| | "restricted": 0.8, |
| | "team": 0.8, |
| | "team_no_plan": 0.8, |
| | "team_no_verify": 0.8 |
| | }, |
| | "classification": "NEUTRAL" |
| | }, |
| | { |
| | "task_id": "TRAP8_config_override", |
| | "title": "Config Override", |
| | "category": "Adversarial", |
| | "difficulty": "hard", |
| | "has_generator": true, |
| | "ablation_scores": { |
| | "oracle": 0.9, |
| | "restricted": 0.9, |
| | "team": 0.9, |
| | "team_no_plan": 0.9, |
| | "team_no_verify": 0.9 |
| | }, |
| | "classification": "NEUTRAL" |
| | } |
| | ] |