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testing
System Testing and Refinement
Inspect the original prompt language first, then copy or adapt it once you know how it fits your workflow.
Linked challenge: MCP-Enabled Federal Data Agent
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Linked challenge
MCP-Enabled Federal Data Agent
Prompt source
Original prompt text with formatting preserved for inspection.
1 lines
1 sections
No variables
0 checklist items
Devise a comprehensive test suite for your LangGraph-based agent system. Include tests for data extraction accuracy, MCP tool invocation reliability, and the quality of generated scientific hypotheses under various query conditions. Suggest methods for refining agent prompts and workflow logic based on test results.
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.