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Hybrid Reasoning and Adaptive Budget Prompt
Inspect the original prompt language first, then copy or adapt it once you know how it fits your workflow.
Linked challenge: Build an MCP-enabled Proactive Threat Management Agent
Format
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Linked challenge
Build an MCP-enabled Proactive Threat Management Agent
Prompt source
Original prompt text with formatting preserved for inspection.
1 lines
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0 checklist items
Refine your agent to implement hybrid reasoning using Gemini 2.5 Pro. For low-severity events, use 'instant' reasoning for quick filtering. For high-severity events (e.g., confirmed exploits), trigger 'deep' reasoning with an adaptive thinking budget. Show how the agent dynamically adjusts its computational effort.
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.