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Guides Qdrant monitoring setup including Prometheus scraping, health probes, Hybrid Cloud metrics, alerting, and log centralization.
Passed 25 of 25 test cases with the skill, and 19 of 25 without it.
and 5 more in the full report
6 fixed19 passed either way0 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.
Our Kubernetes platform team mandates that all Prometheus metrics scraped from pods have custom prefixes applied via environment variables. Which specific environment variable key must be set in the Qdrant container specification to customize the metrics prefix?
| Checked | Without skill | With skill |
|---|---|---|
| Identifies QDRANT__SERVICE__METRICS_PREFIX as the environment variable key | Missed | Passed |
The instructions your model reads when the skill loads.
Get Prometheus scraping working first, then health probes, then alerting. Do not skip monitoring setup before going to production.
Use when: setting up metric collection for the first time or adding a new deployment.
/metrics endpoint Monitoring docs/sys_metrics (Qdrant Cloud only)service.metrics_prefix config or QDRANT__SERVICE__METRICS_PREFIX env varUse when: running Qdrant Hybrid Cloud and need cluster-level visibility.
Do not just scrape Qdrant nodes. In Hybrid Cloud, you manage the Kubernetes data plane. You must also scrape the cluster-exporter and operator pods for full cluster visibility and operator state.
Use when: configuring Kubernetes health checks.
/healthz, /livez, /readyz for basic status, liveness, and readiness Kubernetes health endpointsUse when: setting up alerts for production or Hybrid Cloud deployments.
test cases passed, vs 19 / 25 without
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