Krista’s Clone — Personal AI Executive Assistant Prototype 

Project Description

Krista’s Clone is a prototype personal AI executive assistant designed to capture and operationalize an individual’s knowledge, decision frameworks, and expertise. The system is intended to support research, planning, and strategic decision-making by leveraging large language models and structured knowledge retrieval.

The goal of the project is to explore how AI assistants can augment executive decision-making, automate research tasks, and provide context-aware insights by referencing an individual’s knowledge base and strategic frameworks.

Key Capabilities

• Knowledge retrieval from structured documents and notes
• Context-aware reasoning using large language models
• Strategic decision-support prompts
• Research and summarization assistance
• Task planning and ideation support

System Architecture

The prototype AI assistant is designed using a modular architecture that includes:

• LLM reasoning layer for natural language understanding and response generation
• Knowledge retrieval layer to access stored information and reference materials
• Prompt orchestration layer for structured reasoning workflows
• Automation layer to support task planning and research assistance

What This Project Demonstrates

• AI assistant design
• knowledge system architecture
• LLM prompt engineering
• decision-support AI systems
• applied generative AI development