[cognitive prompt]

Last Action: {action_history}

RESULT OF ACTION: {observation}

Parameters: {params}

This is the reflection step.
Consider your goal and past actions, and update your future plan and memory.
Keep any information you might need in the future under INFORMATION

FUTURE MEMORY:
    - PLAN:
    - INFORMATION: