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qdrant-advisor
qdrant/skillsSkill
Diagnose, troubleshoot, and advise on any Qdrant deployment by loading the latest official Qdrant skills live from skills.qdrant.tech. Use this whenever someone raises a Qdrant problem or question — slow or degraded search, high or growing memory / OOM crashes, optimizer stuck or slow, indexing slowness, scaling and sharding decisions (node count, QPS, latency, multitenancy, vertical vs horizontal), poor or irrelevant search results, hybrid search and reranking, embedding-model migration, version upgrades and compatibility, monitoring and observability (Prometheus, Grafana, health checks, /met
Why this score
This repo hosts 10 skills, so its 260 stars are split between them (about 26 each) for scoring.
Popularity score: 63/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit d2127f6e1b9c, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This oneqdrant-advisor qdrant/skills · Skill | 63 | ★ 260 | ≈154 always | 16d ago |
| bangumi-advisor whiteguo233/OpenBiliClaw · Skill Both about advisor | 74 | ★ 3.5k | ≈10 always | 16d ago |
| qdrant-specialist luanmorenommaciel/agentspec · Subagent Same job: ai engineering | 59 | ★ 253 | ≈43 in chat | 24d ago |
| advisor-orchestrator-worker Shubhamsaboo/awesome-llm-apps · Skill Both about advisor | 93 | ★ 142k | ≈26 always | 17d ago |
| insights-advisor hoangsonww/Claude-Code-Agent-Monitor · Subagent Both about advisor | 67 | ★ 1.1k | ≈23 in chat | 17d ago |
| oracle-advisor steipete/oracle · Skill Both about advisor | 83 | ★ 4.1k | ≈65 always | 16d ago |