Adaptive Thinking for Mental Health Risk with Claude Sonnet 4

implementationChallengeNovember 25, 2025

Prompt Content

Configure the Langroid agent to utilize Claude Sonnet 4 with an adaptive thinking budget for detecting nuanced mental health risks from user chat. Detail how the agent's reasoning budget adjusts based on the severity of detected cues, leading to a decision on whether to escalate or offer support.

Usage Tips

Copy the prompt and paste it into your preferred AI tool (Claude, ChatGPT, Gemini)

Customize placeholder values with your specific requirements and context

For best results, provide clear examples and test different variations