Collection or directorySoftware development
skills
Guide coding agents through Qdrant scaling, search quality, and deployment decisions.
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- Updated Jul 14, 2026
Apache-2.0
Guide coding agents through Qdrant scaling, search quality, and deployment decisions.
Qdrant Skills gives coding agents decision-oriented guidance for vector-search engineering. It covers scaling, quantization, performance, search quality, monitoring, deployment, tenant isolation, embedding-model migration, upgrades, and SDK use across several languages. Users can install the Qdrant Advisor to load matching guidance dynamically or keep the full set locally for offline triggering. The material acts as a solutions-architecture handbook explaining when and why to choose an approach and pointing to relevant documentation, rather than teaching Qdrant from scratch.
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Guides coding agents through clarification, planning, implementation, testing, review, and branch completion.
Run product work from discovery through review, QA, and release in Claude Code.
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Public GitHub facts last synced Jul 14, 2026.
Add Vercel's official engineering skills to AI coding agents.
Install reusable skills for engineering, research, operations, marketing, and business work.