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AI Persona Specialization Framework
A system for creating multiple AI personas, each with specialized roles, personalities, and skill sets within a single AI gateway
How It Works
Each persona has distinct conversation style, avatar, name, and access to specific tools/data relevant to their domain. One gateway serves all personas through different interfaces.
Components
Create specialized personas based on functional domains
Assign distinct personalities from TV shows/movies for easy identification
Equip each persona with domain-specific tools and data access
Set up separate communication channels for each persona
Train personas on specific conversation styles and limitations
When to Use
When you need to separate different types of work or personal tasks, avoid context contamination, and want specialized responses for different domains
When Not to Use
For simple use cases, when you prefer unified AI interaction, or when setup complexity outweighs benefits
Anti-Patterns to Avoid
Example
“David Goggins persona handles fitness coaching with access to health data and workout plans, while Kevin Malone handles accounting with access to financial tools and bank data, preventing fitness advice contamination in financial discussions”
Related Knowledge
Plan-First Execution Framework
A two-phase approach where you first get Claude to create a detailed plan, review and refine it, then switch to auto-exe
takes you from like walking to literally tweet is 90% ready
AI can transform spontaneous voice recordings into near-finished social media content with minimal additional work
Once the plan is good, the code is good
High-quality planning directly translates to high-quality execution when using advanced AI models