Individual skill
qdrant-monitoring-debugging
Diagnoses Qdrant production issues using metrics and observability tools. Use when someone reports 'optimizer stuck', 'indexing too slow', 'memory too high', 'OOM crash', 'queries are slow', 'latency spike', or 'search was fast now it's slow'. Also use when performance degrades without obvious config changes.
skills/qdrant-monitoring/debugging/SKILL.md
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- Last checked
- Nov 4, 2026
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- Nov 6, 2026
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# How to Debug Qdrant with Metrics
First check optimizer status. Most production issues trace back to active optimizations competing for resources. If optimizer is clean, check memory, then request metrics.
## Optimizer Stuck or Too Slow
Use when: optimizer running for hours, not finishing, or showing errors.
- Use `/collections/{collection_name}/optimizations` endpoint (v1.17+) to check status [Optimization monitoring](https://search.qdrant.tech/md/documentation/operations/optimizer/?s=optimization-monitoring)
- Query with optional detail flags: `?with=queued,completed,idle_segments`
- Returns: queued optimizations count, active optimizer type, involved segments, progress tracking
- Web UI has an Optimizations tab with timeline view and per-task duration metrics [Web UI](https://search.qdrant.tech/md/documentation/operations/optimizer/?s=web-ui)
- If `optimizer_status` shows an error in collection info, check logs for disk full or corrupted segments