structured output AI Agent Skills

Guidance

21.8k

davila7

Control LLM output with regex and grammars, guarantee valid JSON/XML/code generation, enforce structured formats, and build multi-step workflows with Guidance - Microsoft Research's constrained generation framework

grpo-rl-training

21.8k

davila7

Expert guidance for GRPO/RL fine-tuning with TRL for reasoning and task-specific model training

instructor

21.8k

davila7

Extract structured data from LLM responses with Pydantic validation, retry failed extractions automatically, parse complex JSON with type safety, and stream partial results with Instructor - battle-tested structured output library