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Claude Opus 4.1 Threat Analysis Agent
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Linked challenge: A2A Cyber Threat Intelligence with Claude Opus 4.1 & LangGraph
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Linked challenge
A2A Cyber Threat Intelligence with Claude Opus 4.1 & LangGraph
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Original prompt text with formatting preserved for inspection.
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Develop the core logic for a 'Threat Analyst' agent using Claude Opus 4.1. This agent should receive raw OSINT data and SIEM alerts (via A2A and MCP tools), analyze the information for threat patterns, and generate an initial assessment report, including potential MITRE ATT&CK mappings and severity scores.
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.