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testing

System Integration and Testing

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

Linked challenge: Autonomous Scientific Discovery

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Linked challenge
Autonomous Scientific Discovery

Prompt source

Original prompt text with formatting preserved for inspection.

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Integrate all components of your LangGraph-based scientific discovery engine. Provide a specific scientific domain (e.g., 'novel battery materials' or 'neuroplasticity mechanisms') and a starting prompt. Test the entire workflow, from initial literature review through to hypothesis generation and conceptual experiment design. Capture the intermediate steps and agent communications to demonstrate effective A2A and adaptive thinking.

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.