Home / Skills / qdrant-monitoring

qdrant-monitoring

qdrant/skillsSkill

Guides Qdrant monitoring and observability setup. Use when someone asks 'how to monitor Qdrant', 'what metrics to track', 'is Qdrant healthy', 'optimizer stuck', 'why is memory growing', 'requests are slow', 'set up alerts', 'cluster health check', or needs to set up Prometheus, Grafana, health checks, or log centralization. Also use when debugging production issues that require metric analysis.

ScannedSkillSource: GitHub
260 stars +2 this week Updated 16d ago License Apache-2.0 Context ≈104 tokens always loaded
63popular

Why this score

Stars10/35
Usage (forks)3/15
Upkeep25/25
License15/15
Owner history10/10

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.

NameScoreStarsContextUpdated
This oneqdrant-monitoring qdrant/skills · Skill 63★ 260≈104 always16d ago
qdrant-specialist luanmorenommaciel/agentspec · Subagent Both about qdrant 59★ 253≈43 in chat24d ago
monitoring-engineer yonatangross/orchestkit · Subagent Same job: analytics & dashboards 58★ 296≈42 in chat16d ago
aspire-monitoring microsoft/aspire-skills · Skill Same job: analytics & dashboards 58★ 92≈25 always16d ago
lightweight-monitoring ejboy/agent-scripts · Skill Same job: analytics & dashboards 60★ 116≈92 always23d ago
neuron-monitoring neuron-core/neuron-ai · Skill Both about monitoring and observability 72★ 2.1k≈111 always19d ago