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Define DSPy Signature for Financial Reasoning
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Linked challenge: Intuit's Fin-Analyst: OpenAI o3 with DSPy & Model Context Protocol for Advanced Financial Insights
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Linked challenge
Intuit's Fin-Analyst: OpenAI o3 with DSPy & Model Context Protocol for Advanced Financial Insights
Prompt source
Original prompt text with formatting preserved for inspection.
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Using DSPy, define a set of 'Signatures' (prompt templates) and 'Modules' (reasoning steps) for analyzing a complex tax scenario. This should include steps for 'Gathering Data' (via Model Context Protocol tools), 'Applying Tax Laws' (using RAG and OpenAI o3), and 'Calculating Liability'. Focus on breaking down the problem into smaller, verifiable sub-tasks.
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 role framing, objective, and reporting structure so comparison runs stay coherent.
Tune next
Swap in your own domain constraints, anomaly thresholds, and examples before you branch variants.
Verify after
Check whether the prompt asks for the right evidence, confidence signal, and escalation path.