Input Source Heuristic Detectors Evaluation Core Reaction Engine W_1 W_2 W_3 < MIN >= MIN UPDATE CONTEXT AGENT ACTION RISKY BASH STRUCTURAL PATTERNS REACTION HISTORY SCORE ACCUMULATOR MIN_SCORE_TO_SPEAK SILENCE IDENTITY TONE PROMPT STRUCTURE ROAST WARNING NO-OP