--- title: "skills vs agent-skills" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/qdrant-skills-vs-redis-agent-skills" tools: ["qdrant-skills", "redis-agent-skills"] --- # skills vs agent-skills *GraphCanon updated Aug 6, 2026* ## Verdict Pick skills if skills for Qdrant vector search provide tools for scaling, performance tuning, model migration, and more; pick agent-skills if agent-skills is a Redis-specific skillset built for AI coding agents in TypeScript with multiple applications from data structure advice to security and observability tasks. [skills](https://skills.qdrant.tech) reports 220 GitHub stars, 26 forks, and 17 open issues, last pushed Aug 5, 2026. [agent-skills](https://redis.io) has 94 stars, 22 forks, and 3 open issues, last pushed Jul 9, 2026. Figures are from public GitHub metadata via [skills's repository](https://github.com/qdrant/skills) and [agent-skills's repository](https://github.com/redis/agent-skills). | | [skills](/tools/qdrant-skills.md) | [agent-skills](/tools/redis-agent-skills.md) | | --- | --- | --- | | Tagline | Agent skills for Qdrant vector search, including scaling, performance optimization, and model migration. | Redis official collection of agent skills | | Stars | 220 | 94 | | Forks | 26 | 22 | | Open issues | 17 | 3 | | Language | Shell | TypeScript | | Adopt for | Skills for Qdrant vector search provide tools for scaling, performance tuning, model migration, and more. | agent-skills is a Redis-specific skillset built for AI coding agents in TypeScript with multiple applications from data structure advice to security and observability tasks. | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | MIT | | Categories | AI Agents, Vector Databases | AI Agents | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [skills](/tools/qdrant-skills.md) | [agent-skills](/tools/redis-agent-skills.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Active (82%) | | Days since push | 0d | 27d | | Open issues (now) | 17 | 3 | | Full report | [trust report](/tools/qdrant-skills/trust.md) | [trust report](/tools/redis-agent-skills/trust.md) | ## Shared compatibility - **Node.js**: [skills](/tools/qdrant-skills.md) - Node.js runtime; [agent-skills](/tools/redis-agent-skills.md) - Node.js runtime ## Decision facts: skills - **Adopt for:** Skills for Qdrant vector search provide tools for scaling, performance tuning, model migration, and more. ## Decision facts: agent-skills - **Adopt for:** agent-skills is a Redis-specific skillset built for AI coding agents in TypeScript with multiple applications from data structure advice to security and observability tasks. ## Choose when ### Choose skills if… - skills is primarily Shell; agent-skills is TypeScript. - License: skills is Apache-2.0, agent-skills is MIT. - Tags unique to skills: ai-agents, embeddings, hybrid-search, monitoring. - Also covers Vector Databases. - Need help with optimizing or expanding your Qdrant deployment beyond millions of vectors ### Choose agent-skills if… - agent-skills is primarily TypeScript; skills is Shell. - License: agent-skills is MIT, skills is Apache-2.0. - Tags unique to agent-skills: redis. - When you require detailed skill sets for specific operations within Redis, such as core operations, connections handling, or clustering strategies. ## When NOT to use skills - Your Qdrant instance is performing well with fewer than a million vectors - Looking for help beyond vector search, such as database type selection or general AI agent tasks - Seeking advice on non-Qdrant-specific issues like cloud infrastructure setup outside of integration ## When NOT to use agent-skills - If your project does not utilize Redis or if the AI coding agent is intended to work with another database system exclusively. - When a comprehensive skill set for other data management areas beside Redis is required, as this tool is strictly focused on Redis operations and optimizations. ## Common questions ### What is the difference between skills and agent-skills? skills: Agent skills for Qdrant vector search, including scaling, performance optimization, and model migration.. agent-skills: Redis official collection of agent skills. See the comparison table for live GitHub stats and shared categories. ### When should I choose skills over agent-skills? Choose skills over agent-skills when skills is primarily Shell; agent-skills is TypeScript; License: skills is Apache-2.0, agent-skills is MIT; Tags unique to skills: ai-agents, embeddings, hybrid-search, monitoring; Also covers Vector Databases; Need help with optimizing or expanding your Qdrant deployment beyond millions of vectors. ### When should I choose agent-skills over skills? Choose agent-skills over skills when agent-skills is primarily TypeScript; skills is Shell; License: agent-skills is MIT, skills is Apache-2.0; Tags unique to agent-skills: redis; When you require detailed skill sets for specific operations within Redis, such as core operations, connections handling, or clustering strategies. ### When should I avoid skills? Your Qdrant instance is performing well with fewer than a million vectors Looking for help beyond vector search, such as database type selection or general AI agent tasks Seeking advice on non-Qdrant-specific issues like cloud infrastructure setup outside of integration ### When should I avoid agent-skills? If your project does not utilize Redis or if the AI coding agent is intended to work with another database system exclusively. When a comprehensive skill set for other data management areas beside Redis is required, as this tool is strictly focused on Redis operations and optimizations. ### Is skills or agent-skills more popular on GitHub? skills has more GitHub stars (220 vs 94). Stars measure visibility, not whether either tool fits your constraints. ### Are skills and agent-skills open source? Yes - both are open-source projects on GitHub (skills: Apache-2.0, agent-skills: MIT). ### Where can I find alternatives to skills or agent-skills? GraphCanon lists graph-backed alternatives at [skills alternatives](/tools/qdrant-skills/alternatives) and [agent-skills alternatives](/tools/redis-agent-skills/alternatives) ([skills markdown twin](/tools/qdrant-skills/alternatives.md), [agent-skills markdown twin](/tools/redis-agent-skills/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/qdrant-skills-vs-redis-agent-skills.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, skills or agent-skills? skills: Very active. agent-skills: Active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for skills and agent-skills? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [skills trust report](/tools/qdrant-skills/trust); [agent-skills trust report](/tools/redis-agent-skills/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=qdrant-skills`](/api/graphcanon/graph?tool=qdrant-skills) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_