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Claude Agents SDK Agent Definition

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Linked challenge: Luxury Commerce Fraud Inspection Agent using Claude Agents SDK and Replit Agent

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Linked challenge
Luxury Commerce Fraud Inspection Agent using Claude Agents SDK and Replit Agent

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Initialize an agent using Anthropic's Claude SDK (`anthropic.Anthropic()`). Configure the thinking budget (`thinking={'type': 'enabled', 'budget_tokens': 2000}`) to analyze high-value luxury e-commerce return claims.

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.