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Audit Initialization Prompt

Inspect the original prompt language first, then copy or adapt it once you know how it fits your workflow.

Linked challenge: Automated Compliance Auditor with Google ADK and Cognition Devin

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Linked challenge
Automated Compliance Auditor with Google ADK and Cognition Devin

Prompt source

Original prompt text with formatting preserved for inspection.

1 lines
1 sections
No variables
0 checklist items
Initialize a Google ADK agent instance configured to use GPT-5.4 Pro for analysis. Create a workflow that uses Garak to sweep the model endpoint for policy violations.

Adaptation plan

Keep the source stable, then change the prompt in a predictable order so the next run is easier to evaluate.

Keep stable

Preserve the role framing, objective, and reporting structure so comparison runs stay coherent.

Tune next

Swap in your own domain constraints, anomaly thresholds, and examples before you branch variants.

Verify after

Check whether the prompt asks for the right evidence, confidence signal, and escalation path.