Table of Contents

Conceptual Guide

• Overview
• Why This Matters
• Key Benefits
• What You'll Build
• Introduction: Use Case and Solution
• Workflow Overview
• Architecture - Design Patterns
• System Design
• Execution Workflow

Notebook Implementation

1. Environment Setup
2. Input
3. Optional PDF RAG Context
4. Stages 1-2: Parse Change Request + Impact Analysis
   • Impact Dashboard Preview
   • Stages 1-2 Output Guardrails
5. Stages 3-4: Execution Plan + SQL Generation
   • Stages 3-4 Output Guardrails
6. Stage 5: Lightweight SQL Sanity Checks
7. Final Bundle
8. Save Artifact
   • Post-Artifact Generation Sanity Check
9. Optional Cleanup
   • Pre-Promptfoo Checks / Guardrails
10. Evaluate the Flow with Promptfoo
    • Promptfoo Runtime Directory Setup
    • Node.js and npm Runtime Check
    • Publish SchemaFlow Core Runtime
    • Promptfoo Provider Runtime
    • Promptfoo Assertion Runtime
    • Build Promptfoo Test Cases and Config
    • Run Promptfoo Eval
    • Review Latest Promptfoo Results

Reference

• Notes, Assumptions, and Extension Points