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Initialize Claude Agents SDK Environment

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Linked challenge: Build a Public Service Eligibility & Benefit Routing Agent with Claude Agents SDK

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Linked challenge
Build a Public Service Eligibility & Benefit Routing Agent with Claude Agents SDK

Prompt source

Original prompt text with formatting preserved for inspection.

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Configure a Claude Agent using `claude-agents-sdk` and register tools representing LifeSG API endpoints. Enable extended thinking capability for eligibility deduction.

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.