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Genkit Production Workflow

genkit-production-expert

jeremylongshore/claude-code-plugins-plus-skills

Guides building production Firebase Genkit apps with RAG flows, multi-step tooling, schema validation, and deployment via Firebase Functions or Cloud Run, including AI monitoring and error-handling best practices.

Instructor Structured Outputs

Orchestra-Research/AI-Research-SKILLs

Instructor turns LLM responses into validated structured data with Pydantic schemas, automatic retries on failed extractions, complex JSON parsing, and streaming partial results across OpenAI and Anthropic.

Structured Text Generation

Orchestra-Research/AI-Research-SKILLs

Outlines guarantees valid JSON/XML/code generation via CFG-driven FSM filtering, Pydantic schemas, and fast local or API models (Transformers, vLLM, llama.cpp), making structured inference safe and high-performance.

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