moai-formats-data

What problem does it solve?

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

Core Features & Use Cases

• TOON Encoding: Achieve 40-60% token reduction for LLM data transmission.
• High-Performance Serialization: Utilize orjson for ultra-fast JSON processing.
• Data Validation: Ensure data integrity with schema validation and custom rules.
• Use Case: When sending large datasets to an LLM, use TOON encoding to stay within token limits. For API responses, use orjson for faster delivery. Validate all incoming user data before processing.

Quick Start

Use the moai-formats-data skill to encode the provided dictionary into TOON format.