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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]
  • [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