Example 1 Multi Stage Document Processor

---
name: prompt-engineering-example-1-multi-stage-document-processor
description: 'Sub-skill of prompt-engineering: Example 1: Multi-Stage Document Processor
  (+1).'
version: 1.0.0
category: ai-prompting
type: reference
scripts_exempt: true
---

# Example 1: Multi-Stage Document Processor (+1)

## Example 1: Multi-Stage Document Processor


```python
from typing import Dict, List, Optional
from dataclasses import dataclass

@dataclass
class ProcessingResult:
    summary: str
    key_points: List[str]
    metrics: List[Dict]
    risks: List[Dict]

*See sub-skills for full details.*

## Example 2: Interactive Prompt Builder


```python
class InteractivePromptBuilder:
    """
    Build prompts interactively with guided configuration.
    """

    def __init__(self):
        self.components = {
            "role": None,
            "context": None,

*See sub-skills for full details.*