ReachableCEO-AI-Homedir-Public/databank/llm/README.md

LLM-Optimized Databank

This directory contains all databank information formatted for optimal LLM consumption. Files in this directory are:

• Structured data in JSON, YAML, or other machine-readable formats
• Minimally formatted for efficient parsing
• Organized for programmatic access patterns
• Rich with metadata and semantic structure
• Designed for LLM token efficiency and context window optimization

Structure

llm/
├── personal/      # Personal information (AboutMe.json, TSYS.yaml, etc.)
├── agents/       # AI agent guidelines and tools (structured)
├── context/      # General context information (structured)
├── operations/   # Operational environment information (structured)
├── templates/    # Template files (structured)
├── coo/          # Chief Operating Officer information (structured)
├── cto/          # Chief Technology Officer information (structured)
└── README.md     # This file

Purpose

Files in this directory are optimized for:

• Efficient token usage in LLM context windows
• Quick parsing and information extraction
• Semantic search and retrieval
• Programmatic processing and manipulation
• Integration with AI agent workflows

Formats

Files may be in various structured formats:

• JSON - For hierarchical data with clear key-value relationships
• YAML - For human-readable structured data with comments
• CSV - For tabular data and lists
• XML - For complex nested structures when needed
• Plain text with delimiters - For simple, token-efficient data

Relationship to Human Directory

This LLM directory is synchronized with the ../human/ directory, which contains the same information in beautifully formatted markdown for human consumption.

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