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Hybrid Reasoning Implementation Strategy

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

Linked challenge: Agent for Real Time Public Policy Analysis

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Linked challenge
Agent for Real Time Public Policy Analysis

Prompt source

Original prompt text with formatting preserved for inspection.

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Detail your strategy for implementing hybrid reasoning. How will the agent decide when to use 'instant' versus 'deep thought' mode? Provide pseudo-code or a flowchart showing the decision logic based on query complexity or output confidence. Ensure Gemini 2.5 Pro is leveraged effectively 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.