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Wake Intelligence: 5-Layer Temporal Intelligence for AI Agents A production-ready Model Context Protocol (MCP) server implementing a temporal intelligence "brain" with five layers: Past (causality tracking), Present (memory management), Future (predictive pre-fetching), Adaptive (meta-learning — per-project weight tuning), and Personality (tempora
Time-aware evaluation metric for early detection in non-stationary systems. HED Score rewards earlier detection over delayed responses, addressing limitations of ROC/AUC. Includes reference implementation, benchmarks, and reproducible experiments.