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Initialization of ADK Agent

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Linked challenge: Automated Content Integrity and Social Monitoring with Google ADK

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Linked challenge
Automated Content Integrity and Social Monitoring with Google ADK

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Initialize a new Google ADK agent using the gemini-3.1-pro model with a focus on social media threat detection, incorporating GPT-5.3-Codex for chain-of-thought analysis.

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.