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Implement Gemini 2.5 Pro Agent

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Linked challenge: Ambient AI Care Assistant for Nursing Facilities

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Linked challenge
Ambient AI Care Assistant for Nursing Facilities

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Implement a Semantic Kernel agent that uses Gemini 2.5 Pro to process simulated real-time audio transcripts. This agent should be capable of generating instant summaries and, when necessary, triggering a 'Deep Think' mode to analyze transcripts for critical events, leveraging the EHR plugins. Detail the prompt strategies for both modes.

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.