StructLM introduces a token-efficient schema language that cuts LLM prompt overhead by up to 58% compared to JSON Schema while maintaining accuracy. This TypeScript-native library offers Zod-like validation and type safety for AI outputs, revolutionizing how developers extract structured data from language models.