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Simulate and Test Tactical Decision

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Linked challenge: Battlefield AI Decision Support Agent

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Linked challenge
Battlefield AI Decision Support Agent

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Original prompt text with formatting preserved for inspection.

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Design a test scenario for the multi-agent system, simulating a new threat alert. Provide a detailed prompt for the 'Intelligence Analyst' agent to initiate the workflow. Ensure that all agents interact, use their assigned tools (Featherless AI, Replicate), and that the 'Tactical Commander' agent, powered by GPT-5 Pro, generates a final strategic plan that adheres to Guardrails AI policies. Log all agent interactions and tool calls.

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 rubric, target behavior, and pass-fail criteria as the baseline for evaluation.

Tune next

Adjust fixtures, mocks, and thresholds to the system under test instead of weakening the assertions.

Verify after

Make sure the prompt catches regressions instead of just mirroring the happy-path examples.