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Databases · Qdrant · For devops and sre engineers
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Diagnose, troubleshoot, and advise on any Qdrant deployment by loading the latest official Qdrant skills live from skills.qdrant.tech. | qdrant/ | 254 | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 2 | Guides Qdrant deployment selection. An agent skill from qdrant/skills. | qdrant/ | 254 | 2 repos | ~976 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 3 | Diagnoses and guides Qdrant horizontal scaling decisions. An agent skill from qdrant/skills. | qdrant/ | 254 | 2 repos | ~833 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 4 | Diagnoses and fixes slow Qdrant indexing and data ingestion. | qdrant/ | 254 | 2 repos | ~1.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 5 | Guides Qdrant query latency optimization. An agent skill from qdrant/skills. | qdrant/ | 254 | 2 repos | ~725 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 6 | Diagnoses Qdrant production issues using metrics and observability tools. | qdrant/ | 254 | 2 repos | ~897 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 7 | Guides Qdrant monitoring setup including Prometheus scraping, health probes, Hybrid Cloud metrics, alerting, and log centralization. | qdrant/ | 254 | 2 repos | ~874 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 8 | Guides Qdrant data volume scaling decisions. An agent skill from qdrant/skills. | qdrant/ | 254 | 2 repos | ~485 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 9 | Guides Qdrant query throughput (QPS) scaling. An agent skill from qdrant/skills. | qdrant/ | 254 | 2 repos | ~933 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 10 | Guides sliding time window scaling in Qdrant. An agent skill from qdrant/skills. | qdrant/ | 254 | 2 repos | ~1.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 11 | Guides Qdrant vertical scaling decisions. An agent skill from qdrant/skills. | qdrant/ | 254 | 2 repos | ~1.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 12 | Different techniques to optimize the performance of Qdrant, including indexing strategies, query optimization, and hardware considerations. | github/ | 40k | 1 repo | ~461 | Automated safety check: Pass | MIT | yesterday |
| 13 | Guides Qdrant scaling decisions. An agent skill from github/awesome-copilot. | github/ | 40k | 1 repo | ~467 | Automated safety check: Pass | MIT | yesterday |
| 14 | Guides Qdrant query volume scaling. An agent skill from qdrant/skills. | qdrant/ | 254 | 2 repos | ~351 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 15 | Setting up and running Qdrant Hybrid Cloud on your own Kubernetes cluster (managed, on-prem, or edge): prerequisites, storage/CSI and backups, installing the Qdrant Cloud agent and operator… | qdrant/ | 254 | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 16 | Guides tenant isolation architecture in Qdrant for multi-tenant or multi-user applications. | qdrant/ | 254 | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 17 | Sizes a Qdrant deployment before it is provisioned. An agent skill from qdrant/skills. | qdrant/ | 254 | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 18 | Guides Qdrant scaling decisions. An agent skill from qdrant/skills. | qdrant/ | 254 | — | ~601 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 19 | Navigation hub linking sub-skills for proactive Qdrant tuning: search speed, indexing performance, and memory usage optimization. | qdrant/ | 254 | — | ~456 | Automated safety check: Pass | Apache-2.0 | yesterday |
