data-formats

What problem does it solve?

This Skill streamlines data handling by optimizing formats for LLM transmission, ensuring high-performance serialization, and enabling robust data validation.

Core Features & Use Cases

• TOON Encoding: Achieve 40-60% token reduction for LLM communication.
• High-Performance JSON/YAML: Utilize ultra-fast serialization and streaming for large datasets.
• Data Validation: Implement schema validation, type checking, and error handling.
• Use Case: When sending complex data structures to an LLM, use TOON encoding to fit more information within token limits, ensuring faster and more cost-effective processing.

Quick Start

Use the data-formats skill to encode the provided Python dictionary into TOON format for LLM transmission.