skills — security grade SAFE, quality 73/100

Security audit verdict: SAFE · quality 73/100

No red flags found in any of the 11 categories — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

by qdrant · Codex Skill · ★ 222

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

🔒 Is skills safe to install? View the security audit →

About skills

Qdrant Skills - Agent Skills for Qdrant Vector Search Agent skills for building with Qdrant vector search Skills encode deep Qdrant knowledge so coding agents can make the engineering decisions that determine whether vector search works well: quantization, sharding, tenant isolation, hybrid search, model migration, and more. Philosophy Skills are not documentation. Qdrant already has docs in markdown. Skills answer "when?" and "why?", not "how?" They are structured as the handbook of a Solutions Architect working on Qdrant: given a problem, navigate to the exact place in the documentation where the answer lives. No tutorials, no concept explanations. Only references and minimal snippets where absolutely necessary. Disclaimer These skills are under active development. Skill content and structure may change between versions as Qdrant evolves. Usage Skills are hosted at skills.qdrant.tech. Pass the URL of a skill directly to your agent — no installation required: This

agent-skillsai-agentsclaude-codecodexcursorembeddingshybrid-searchmonitoringmultitenancyperformance

Quick Facts

Stars222
Forks28
LanguagePython
CategoryCodex Skill
LicenseApache-2.0
Quality Score72.9161787865747/100
Open Issues16
Last Updated2026-08-19
Created2026-01-29
Platformsclaude-code, codex, python
Est. Tokens~14k

Compatible Skills

These tools work well together with skills for enhanced workflows:

  • Dragon-Brain — semantic(0.29)+complementary+rare_topics+same_lang+similar_pop+shared_platform (60%)

skills alternative? Top 6 similar tools

Looking for a skills alternative? If you're comparing skills with other codex skill tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • claude-codex-settings by fcakyon · ⭐ 1.1k

    Battle-tested Claude Code, OpenAI Codex, Cursor configs, plugins, hooks and agents with Kimi, MiniMax and GLM

  • Context-Engine by Context-Engine-AI · ⭐ 402

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  • ai-skills by sanjay3290 · ⭐ 396

    24 cross-platform agent skills for Claude Code, Cursor, Codex & Gemini CLI — databases, messaging, research, T

  • deepcontext-mcp by Wildcard-Official · ⭐ 275

    DeepContext is an MCP server that adds symbol-aware semantic search to Claude Code, Codex CLI, and other agent

  • knowledge-rag by lyonzin · ⭐ 256

    Local RAG MCP server for Claude Code — hybrid search (semantic + BM25), cross-encoder reranking, 13 MCP tools,

  • OpenConstructionEstimate-DDC-CWICR by datadrivenconstruction · ⭐ 220

    Open multilingual construction cost database for AI Agents - 55K+ work items, 27K+ resources, 30 regions. Sema

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Frequently Asked Questions

What is skills?

skills is 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, . It is categorized as a Codex Skill with 222 GitHub stars.

What programming language is skills written in?

skills is primarily written in Python. It covers topics such as agent-skills, ai-agents, claude-code.

How do I install or use skills?

You can find installation instructions and usage details in the skills GitHub repository at github.com/qdrant/skills. The project has 222 stars and 28 forks, indicating an active community.

What license does skills use?

skills is released under the Apache-2.0 license, making it free to use and modify according to the license terms.

What are the best alternatives to skills?

The top alternatives to skills on Agent Skills Hub include claude-codex-settings, Context-Engine, ai-skills. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

View on GitHub → Browse Codex Skill tools