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Claude Agent Pipeline Definition

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

Linked challenge: High-Efficiency Inference for Animation Workflows with Claude Agents SDK

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Linked challenge
High-Efficiency Inference for Animation Workflows with Claude Agents SDK

Prompt source

Original prompt text with formatting preserved for inspection.

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Initialize agents using Claude Agents SDK. Create a pipeline where agents analyze production scripts and output resource allocation tables based on inference throughput requirements.

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.