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Initial Agent Design Brief

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

Linked challenge: Adaptive Agent for Robust Task Completion

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Linked challenge
Adaptive Agent for Robust Task Completion

Prompt source

Original prompt text with formatting preserved for inspection.

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Design the core architecture of your adaptive agent. Specify how you plan to detect stressors, integrate Gemini 2.5 Pro for both instant and deep reasoning, and what role DSPy will play in optimizing its reasoning steps. Outline the initial self-correction mechanisms.

Adaptation plan

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

Keep stable

Preserve the role framing, objective, and reporting structure so comparison runs stay coherent.

Tune next

Swap in your own domain constraints, anomaly thresholds, and examples before you branch variants.

Verify after

Check whether the prompt asks for the right evidence, confidence signal, and escalation path.