INPUT CONTEXT PROCESSING CORE MODULE TOGGLES VALIDATION LANE EXECUTION & OUTPUT PROMPT HISTORY RECALL GENERATE EXECUTE UPDATE CHK OK USER INPUT COMMAND HISTORY CONTEXT MEMORY QUERYENGINE F1 F2 F3 TOOL SCHEMAS PERMISSION CHECKS TOOLUSECONTEXT LLM RESPONSE TOOL EXECUTION TASK STATE + UI