Qdrant Sizing

Qdrant Sizing is a DevOps skill for Claude Code, published by qdrant in skills.

230 stars28 forkson qdrant/skillsAdded 2026/09/03Repository updated 2026/09/02

agent-skillsai-agentsclaude-codecodexcursorembeddingshybrid-searchmonitoringmultitenancyperformanceqdrantquantizationscalingsearch-qualityvector-databasevector-search

Install in seconds

Install Qdrant Sizing

Copy Qdrant Sizing into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/qdrant/skills/tree/main/skills/qdrant-sizing ~/.claude/skills/qdrant-sizing

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/qdrant/skills.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: skills/qdrant-sizing/SKILL.md in qdrant/skills
Installs to: ~/.claude/skills/qdrant-sizing
Collection: One of 25 skills cataloged from this repository
Category: DevOps — 868 skills

What Qdrant Sizing does

Qdrant Sizing estimates RAM, disk, CPU, GPU, and node count before a deployment is provisioned. Use it for capacity planning, checking whether a vector workload will fit, or choosing an instance type.

Qdrant Sizing is cataloged under DevOps on DirSkills. Qdrant Sizing comes from a repository tagged agent-skills, ai-agents, claude-code, codex and cursor.

Documentation

README

Excerpt

Sizing a Qdrant Deployment

Sizing is not points × dims × 4. Raw vectors are only one part of the footprint. Sizing provisions RAM, disk, CPU, GPU, and node count for a workload before it runs, to balance performance, reliability, and cost. Each resource is driven by different requirements:

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Qdrant Sizing

What else does qdrant publish alongside Qdrant Sizing?
Qdrant Sizing is one of 25 skills that DirSkills catalogs from qdrant/skills, the repository it ships in. Its siblings there include Qdrant Advisor, Qdrant Clients SDK and Qdrant Deployment Options. Each one is a separate skill with its own page in this directory, installs the same way Qdrant Sizing does, and is maintained by qdrant in that same repository. The rest of the collection is listed on the qdrant/skills page.
How does Qdrant Sizing compare to other DevOps skills?
Qdrant Sizing ranks #787 by stars among the 868 DevOps skills in this catalog. The most-starred ones next to it are Backend Patterns, API Connector Builder and Migration. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Qdrant Sizing against them. Open each page to compare what they document and how they install.