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Testing and Refinement of Full Workflow

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

Linked challenge: Enterprise AI ROI Analyzer

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Linked challenge
Enterprise AI ROI Analyzer

Prompt source

Original prompt text with formatting preserved for inspection.

1 lines
1 sections
No variables
0 checklist items
Execute the full LangGraph-orchestrated ROI analysis system with the provided `sample_input` for the `roi_analysis_task`. Monitor agent communication and state transitions. Identify any bottlenecks, reasoning failures, or incorrect tool usage. Based on the output, describe how you would refine the agent prompts, tool definitions, or LangGraph workflow to improve accuracy and efficiency.

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.