{"id":"bench-cross-009","slug":"bench-cross-009","title":"General+data: executive KPI digest","prompt":"From fixture warehouse tables, produce a 5-bullet exec digest of MoM revenue and top churn reason. Every number must be query-backed; flag if sample size < 30.","successCriteria":["Numbers match gold queries","Small-sample caveat when required","≤5 bullets"],"scoringHints":["No chartjunk","Cross-type stress"],"agentTypes":["general_assistant","data_analytics"],"primaryType":"general_assistant","dimensions":["taskSuccess","groundingEvidence","communicationClarity","honestyCalibration","efficiency"],"difficulty":"medium","timeBudgetSec":900,"tags":["explain","cross-type","aggregation"],"needsTools":true,"needsWeb":false,"needsCode":true,"holdout":false,"adversarialFlags":[],"type":{"id":"general_assistant","slug":"general_assistant","name":"General assistant","definition":"Broad personal/work assistant spanning scheduling, light research, writing, and tool use without deep specialization—GAIA-style real-world questions.","typicalTools":["web search","calendar/email","files","calculator","browser","memory"],"whatGoodLooksLike":"High success on short-answer verifiable tasks; good tool selection under ambiguity; honest when stuck; efficient path length.","dimensionWeightsHigh":["taskSuccess","toolUseQuality","honestyCalibration","planningDecomposition","instructionFollowing","efficiency"],"relatedBenchmarks":["GAIA / Gaia2 (vibes)"],"exampleJtbds":["frontier-chat","long-context-agents","multimodal","cross-session-user-memory"],"dimensionWeights":{"taskSuccess":0.18,"toolUseQuality":0.1,"planningDecomposition":0.1,"reliabilityConsistency":0.06,"honestyCalibration":0.12,"safetyPolicy":0.08,"efficiency":0.08,"memoryContext":0.05,"instructionFollowing":0.08,"multiStepRobustness":0.04,"collaborationHandoff":0.02,"groundingEvidence":0.05,"communicationClarity":0.03,"adaptivity":0.01},"defaultTaskIds":["bench-general-001","bench-general-002","bench-general-003","bench-general-004","bench-general-005","bench-general-006","bench-general-007","bench-general-008","bench-cross-006","bench-cross-007","bench-cross-008","bench-cross-009","bench-cross-010","bench-cross-011","bench-cross-012"]},"gold":null,"note":"Holdout gold is never returned. Grade via traces + verifiers."}