interview-me

To clarify ambiguous user intent, you can use a structured interview process that guides the user through targeted questions. This approach extracts and confirms their true requirements before the agent takes any action, bridging the gap between what users ask for and what they actually want.

You need a structured dialogue process when user requests are underspecified or ambiguous. It is designed for interactive scenarios where the agent must actively ask follow-up questions to reach a high level of confidence before proceeding with task execution.

No, you cannot use this structured interview process for non-interactive contexts. It requires active user interaction to guide the dialogue, ask clarifying questions, and confirm intent, making it unsuitable for automated or batch processing environments.

The best way to confirm user requests is through confidence tracking within a structured interview. The agent assesses and maintains honesty about its confidence in understanding the user intent, ensuring it only proceeds once a high confidence level is explicitly reached.

Confidence tracking works by encouraging the agent to evaluate its own understanding during the structured interview. It prevents premature action by ensuring the agent is honest about its confidence levels and only proceeds once intent confirmation is successfully achieved.

Your agent executes the wrong task because it lacks a structured interview to confirm user intent. Without active interaction and confidence tracking to clarify ambiguous requests, the agent proceeds on assumptions rather than verified requirements.