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This kit provides a structured set of skills for engineers building agentic AI systems and automated cloud environments. It focuses on the precise mechanics of retrieval-augmented generation, from semantic boundary detection to prompt engineering.
The collection helps developers standardize the implementation of RAG pipelines and AWS Auto Scaling configurations, moving from manual trial-and-error to validated architectural patterns.
WHO IT'S FOR
AI agent / automation builders
implementing RAG pipelines and prompt engineering
Cloud / infrastructure engineers
automating AWS Auto Scaling with CloudFormation
LLM application developers
optimizing retrieval precision and recall metrics
Platform / DevEx teams
standardizing agentic CLI workflows across languages
Compatible AgentsThe repository documents support for these agents. The skills may also work with other agents that can load SKILL.md files, but they may need some setup or small changes.