STAGE 1: INTERACTION STAGE 2: PROMPT & MEMORY FILTERING STAGE 3: ACTION & OUTCOME STAGE 4: IMPROVEMENT RAW FILTERED PROMPT OUTCOME TRAJECTORY REFINE NEXT TURN INPUT_SOURCES PREFETCH_SCAN CONTEXT_BUILDER MODEL_ACTION SKILL_TRAJECTORY UPDATE_SUMMARIES OPTIMIZED_NEXT