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skills

SkillGitHubActivePython

Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java

Description provenance: Original source

Open canonical source

Measured: Oct 20, 2026 · 69 observations

Domains & Uses

Domains
Agents, skills and MCP
Uses
Agent skills, Retrieval-augmented generation (RAG), Code assistants

Installation

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

Check at the source

Compatibility and prerequisites must be checked in the official documentation.

https://github.com/qdrant/skills

Classifications

Nature
Tool

Measurement history

Comparable readings are grouped by signal and unit.

Stars

260stars · Oct 20, 2026

+15 (+6.1 %)since Sep 22, 2026

Sep 22, 2026 : 245 starsSep 23, 2026 : 245 starsSep 24, 2026 : 245 starsSep 25, 2026 : 249 starsSep 26, 2026 : 252 starsSep 27, 2026 : 253 starsSep 28, 2026 : 253 starsSep 29, 2026 : 253 starsSep 30, 2026 : 254 starsOct 1, 2026 : 254 starsOct 2, 2026 : 253 starsOct 3, 2026 : 253 starsOct 4, 2026 : 254 starsOct 5, 2026 : 254 starsOct 6, 2026 : 254 starsOct 7, 2026 : 253 starsOct 8, 2026 : 253 starsOct 9, 2026 : 253 starsOct 10, 2026 : 254 starsOct 11, 2026 : 254 starsOct 12, 2026 : 254 starsOct 13, 2026 : 255 starsOct 14, 2026 : 256 starsOct 15, 2026 : 257 starsOct 16, 2026 : 259 starsOct 17, 2026 : 259 starsOct 18, 2026 : 260 starsOct 19, 2026 : 260 starsOct 20, 2026 : 260 stars
Exact values · 29 readings
MeasuredstarsChange
2600
2600
260+1
2590
259+2
257+1
256+1
255+1
2540
2540
254+1
2530
2530
253-1
2540
2540
254+1
2530
253-1
2540
254+1
2530
2530
253+1
252+3
249+4
2450
2450
245·