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Initialize Claude Agents SDK Operator with MHS Tools

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Linked challenge: Physical Device Safety Guard with Claude Agents SDK and Baseten Runtime

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Linked challenge
Physical Device Safety Guard with Claude Agents SDK and Baseten Runtime

Prompt source

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Set up a Claude Agents SDK agent. Implement tools that load safety envelopes (torque, temp, velocity limits) from Model Hardware Standard JSON specifications.

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.