API capability pack for bounded Groq REST API operations against https://api.groq.com only. Enroll a Groq API key bearer connection named groq; no credential is embedded in this manifest. The pack reads the model catalog, creates non-streaming chat completions, creates bounded Responses API generations, creates text embeddings, and reads batch/file metadata for low-latency LLM workflows, structured output review, semantic-search preparation, model inventory, and operations monitoring. Generation and embedding calls are non-persistent read-tier inference calls that consume Groq quota but do not create durable customer resources through this pack. The pack intentionally excludes streaming, tool calls, tool_choice routing, functions, MCP-connected tools, built-in browser/code/web-search tools, Compound custom tool configuration, arbitrary extra body/query/header passthrough, batch creation or cancelation, file upload/download/delete, model deletion, fine-tuning, multipart audio transcription/translation, binary speech generation, credential management, dynamic outbound callbacks, and any operation outside api.groq.com.