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Full System Testing & Transparency
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Linked challenge: Graph-Based Scientific Reasoning Agent
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Linked challenge
Graph-Based Scientific Reasoning Agent
Prompt source
Original prompt text with formatting preserved for inspection.
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Select 3-5 challenging scientific problems (e.g., from a simulated FrontierScience-like benchmark) and run your complete LangGraph-based agent system through them. Document the system's final conclusions, but critically, also trace and present the entire reasoning path, including tool calls, intermediate thoughts, and any self-correction steps. Evaluate the transparency and verifiability of the process.
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.