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Adaptive Thinking & Ethical Response

Inspect the original prompt language first, then copy or adapt it once you know how it fits your workflow.

Linked challenge: Patient Triage & Communication Agent

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Linked challenge
Patient Triage & Communication Agent

Prompt source

Original prompt text with formatting preserved for inspection.

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Refine the agent system to incorporate adaptive thinking. For urgent queries identified by the Triage Agent, allocate a higher reasoning budget (e.g., more LLM calls, deeper RAG search) to the Information and Empathy Agents. Furthermore, implement explicit checks or rules to ensure all responses adhere to ethical AI principles and patient privacy, especially when handling sensitive health information.

Adaptation plan

Keep the source stable, then change the prompt in a predictable order so the next run is easier to evaluate.

Keep stable

Hold the task contract and output shape stable so generated implementations remain comparable.

Tune next

Update libraries, interfaces, and environment assumptions to match the stack you actually run.

Verify after

Test failure handling, edge cases, and any code paths that depend on hidden context or secrets.