# Prompt Engineering Example 1 Multi Stage Document Processor

> Sub-skill of prompt-engineering: Example 1: Multi-Stage Document Processor (+1).

- Skill: `vamseeachanta/prompt-engineering-example-1-multi-stage-document-processor` (Agent Skill)
- Install (CLI): `npx skillmds@latest add vamseeachanta/prompt-engineering-example-1-multi-stage-document-processor`
- Raw SKILL.md: https://api.skillmd.com/api/skills/vamseeachanta/prompt-engineering-example-1-multi-stage-document-processor/raw
- Safety review: PASS (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: vamseeachanta (https://skillmd.com/u/vamseeachanta)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/vamseeachanta/prompt-engineering-example-1-multi-stage-document-processor

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# 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.*