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Implement Alert Analysis Agent with GPT-5 Pro

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Linked challenge: Multi-Agent Cyber Threat Triage

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Linked challenge
Multi-Agent Cyber Threat Triage

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Develop the 'Alert Analyst' agent. This agent should receive a raw security alert (JSON format) and use GPT-5 Pro to parse, summarize, and categorize the threat, assigning a severity level. Implement RAG using a simulated threat intelligence database (e.g., a local JSON file or simple vector store) to provide context. The output should conform to the `ThreatAnalysisTask` output format.

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.