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Initialize LangGraph

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Linked challenge: Corporate Compliance Multi-Agent System with LangChain

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Linked challenge
Corporate Compliance Multi-Agent System with LangChain

Prompt source

Original prompt text with formatting preserved for inspection.

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Setup a state graph for legal analysis using GPT-5.4-mini as the reasoning core for Agents.js node execution.

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.