255 3. METHODOLOGY: THE NEURO-SYMBOLIC BRIDGE Figure 1. The MSA Neuro-Symbolic Workflow. The architecture decouples semantic reasoning (The Brain) from haptic execution (The Body). The LLM translates natural language into a goal state, while the STRIPS planner queries the Knowledge Base to generate a deterministic sequence of actions. The Local Agent uses OpenCV to locate UI elements and injects hardware-level clicks, creating a closed-loop visual feedback system.
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