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+# KNOWLEDGE.md — Domain Expertise
+
+**Purpose:** Document the specialized knowledge your AI Persona needs to do their job well.
+
+---
+
+## How to Use This File
+
+This is where you store domain-specific information that:
+- Your AI Persona needs to reference frequently
+- Isn't general knowledge
+- Is specific to your industry, company, or role
+
+---
+
+## Industry Context
+
+### Industry Overview
+[What industry do you operate in? What are the key dynamics?]
+
+### Key Terms
+| Term | Definition |
+|------|------------|
+| [Term] | [What it means in your context] |
+| [Term] | [What it means in your context] |
+
+### Industry Trends
+- [Trend 1]
+- [Trend 2]
+- [Trend 3]
+
+---
+
+## Company/Business Knowledge
+
+### What We Do
+[Brief description of the business]
+
+### Products/Services
+| Product/Service | Description | Key Points |
+|-----------------|-------------|------------|
+| [Name] | [What it is] | [Important details] |
+
+### Competitive Landscape
+| Competitor | What They Do | Our Differentiation |
+|------------|--------------|---------------------|
+| [Name] | [Their focus] | [How we're different] |
+
+### Key Metrics
+| Metric | What It Measures | Target |
+|--------|------------------|--------|
+| [Metric] | [Description] | [Goal] |
+
+---
+
+## Role-Specific Knowledge
+
+### Core Responsibilities
+1. [Responsibility 1]
+2. [Responsibility 2]
+3. [Responsibility 3]
+
+### Key Processes
+[Document processes specific to this role]
+
+### Common Scenarios
+
+**Scenario: [Name]**
+- Situation: [When this happens]
+- Response: [What to do]
+- Example: [Specific example]
+
+---
+
+## Important Context
+
+### Key Stories/History
+[Important background that informs how things work]
+
+### Relationships to Understand
+| Entity | Relationship | Notes |
+|--------|--------------|-------|
+| [Name/Company] | [How they relate] | [Important context] |
+
+### Sensitive Topics
+[Things to be careful about or handle with care]
+
+---
+
+## Reference Materials
+
+### Internal Resources
+| Resource | Location | What It Contains |
+|----------|----------|------------------|
+| [Name] | [Link/Path] | [Description] |
+
+### External Resources
+| Resource | Link | What It's Good For |
+|----------|------|-------------------|
+| [Name] | [URL] | [Use case] |
+
+---
+
+## Frequently Needed Facts
+
+[Quick reference for things you look up often]
+
+| Question | Answer |
+|----------|--------|
+| [Common question] | [Answer] |
+| [Common question] | [Answer] |
+
+---
+
+## Expertise Areas
+
+Your AI Persona has deep knowledge in:
+
+1. **[Area 1]**
+   - [Specific knowledge]
+   - [Specific knowledge]
+
+2. **[Area 2]**
+   - [Specific knowledge]
+   - [Specific knowledge]
+
+3. **[Area 3]**
+   - [Specific knowledge]
+   - [Specific knowledge]
+
+---
+
+*Update this file as your domain knowledge expands.*
+
+---
+
+*Part of AI Persona OS by Jeff J Hunter — https://os.aipersonamethod.com*