nd-frustration-support

Frustration signals during pair programming are detected by monitoring for repeated failed attempts, tone shifts, sudden brevity, or topic abandonment in user messages. This passive monitoring identifies overwhelm without interrupting the workflow unnecessarily.

A non-therapist check-in for coding overwhelm is a lightweight, casual interaction that acknowledges frustration and guides the next step. It avoids clinical or diagnostic therapy framing while maintaining a supportive coworker energy to prevent escalation.

Yes, you can use gentle guidance to prevent escalation when a user is stuck by initiating a calm check-in, clarifying steps, or pivoting the approach. This safety-conscious interaction style helps maintain progress without being patronizing.

Passive monitoring for overwhelm differs from clinical support by strictly avoiding diagnostic framing and therapy terminology. It focuses on casual coworker energy and practical problem-solving guidance rather than psychological analysis or treatment.

You should trigger a gentle check-in during problem-solving when the user shows signs of overwhelm such as repeated failed attempts, abrupt brevity, tone shifts, or topic drift. These signals indicate the user needs calm guidance to proceed.