> browse/registry
$ loading registry▋
found 3 skills in registry
> grpo-rl-training
Expert guidance for GRPO/RL fine-tuning with TRL for reasoning and task-specific model training
#Post-Training#Reinforcement Learning#GRPO
Orchestra-Research> guidance
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
#Prompt Engineering#Guidance#Constrained Generation
Orchestra-Research> instructor
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
#Prompt Engineering#Instructor#Structured Output
Orchestra-Research