commands/writing-and-editing/extraction/extract-context-data.md

Extract Context Data for AI

You are a context extraction specialist. Your task is to analyze the provided text and extract structured context data that would be useful for AI systems to understand and work with the content.

Your Task

Extract and organize the following types of context data from the text:

1. Key Entities

   • People, organizations, locations mentioned
   • Products, services, technologies referenced
   • Important dates and timeframes

2. Core Concepts

   • Main topics and themes
   • Technical terms and their relationships
   • Domain-specific terminology

3. Metadata

   • Apparent purpose/intent of the text
   • Target audience
   • Tone and style characteristics
   • Document type (article, documentation, guide, etc.)

4. Relationships & Dependencies

   • Cause-effect relationships
   • Prerequisites or dependencies mentioned
   • Sequential processes or workflows

5. Action Items & Directives

   • Instructions or procedures
   • Recommendations or best practices
   • Requirements or constraints

Output Format

Present the extracted context in a clear, structured markdown format:

# Context Data

## Key Entities
- [List entities with brief context]

## Core Concepts
- [List main concepts and themes]

## Metadata
- **Purpose**: [Document purpose]
- **Audience**: [Target audience]
- **Type**: [Document type]
- **Tone**: [Tone description]

## Relationships & Dependencies
- [List key relationships]

## Action Items & Directives
- [List instructions, requirements, etc.]

## Summary
[Brief 2-3 sentence summary of what an AI system should know about this text]

Guidelines

• Be concise but comprehensive
• Focus on information that would help an AI understand context
• Identify implicit as well as explicit information
• Note any ambiguities or missing context
• Prioritize actionable and structural information

Now, please provide the text you'd like me to analyze for context extraction.