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Core Shopping Agent Development & Collaboration

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Linked challenge: Agentic Shopping

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Linked challenge
Agentic Shopping

Prompt source

Original prompt text with formatting preserved for inspection.

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Develop the 'Product Researcher' and 'Decision Maker' agents, defining their tasks and incorporating Claude Opus 4.1 as their primary LLM. Ensure they can communicate effectively using A2A patterns to share research findings and collaboratively decide on a recommended product based on user criteria and adaptive thinking budgets.

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.