Weaviate has launched Agent Skills, an open-source repository designed to empower AI coding agents such as Claude Code, Cursor, GitHub Copilot, VS Code and Gemini CLI with structured, reliable tools for generating production-ready code that integrates seamlessly with Weaviate workflows, addressing a common pain point where autonomous agents often hallucinate or produce inaccurate scripts when interacting with complex vector-database logic. The repository, hosted on GitHub, is organized into two core sections: Weaviate Skills, which offers granular scripts for essential tasks like schema inspection, collection management, data import from CSV/JSON formats and advanced retrieval modes (hybrid, semantic or keyword), and Cookbooks, which provide complete, battle-tested blueprints for end-to-end applications – from Query Agent-powered chatbots (FastAPI backends, Next.js frontends) to multimodal RAG pipelines and agentic search patterns.
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Agent Skills also introduces six intuitive slash commands that agents can auto-discover and execute, significantly reducing friction in development cycles and helping teams move from prototypes to robust, scalable systems faster. By enabling agentic workflows with verified code patterns and domain-specific intelligence, this launch strengthens Weaviate’s role as a foundational platform for building reliable, high-performance AI applications on vector databases.
