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Implement Core Agent Logic with Tool Use
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Linked challenge: Autonomous Enterprise Security Compliance Agent with Claude Opus 4.6
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Linked challenge
Autonomous Enterprise Security Compliance Agent with Claude Opus 4.6
Prompt source
Original prompt text with formatting preserved for inspection.
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Implement the core logic for the 'Policy Analyzer' agent using the Claude Agents SDK. This agent should be responsible for taking processed document chunks, identifying relevant policies, and using Claude Opus 4.6 to detect potential compliance breaches or ambiguities. Define a custom tool for this agent that can 'look up' regulatory references from a simulated database. Show how to integrate this tool within the Claude Agents SDK framework. Assume you have `anthropic.agents` imported and an `AsyncAnthropicAgent` class to work with.
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.