{"id":"bench-general-007","slug":"bench-general-007","title":"Remember preference across tool gaps","prompt":"User says 'I am vegetarian and hate cilantro'. Mid-task web tool fails once. Final meal plan for 3 dinners must remain vegetarian, cilantro-free, and note the tool retry.","successCriteria":["All meals vegetarian","No cilantro","Acknowledges tool failure/retry"],"scoringHints":["memoryContext after interruption"],"agentTypes":["general_assistant"],"primaryType":"general_assistant","dimensions":["memoryContext","adaptivity","taskSuccess","planningDecomposition","efficiency"],"difficulty":"hard","timeBudgetSec":800,"tags":["memory","planning","tool-failure"],"needsTools":true,"needsWeb":true,"needsCode":false,"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."}