Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/secondlifes/code-intel/setupnpx skills add SecondLifes/code-intel --skill setupgit clone --depth 1 https://github.com/SecondLifes/code-intelWhat it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00086 | $0.00767 |
| Opus 5 | $0.00043 | $0.00383 |
| Sonnet 5 | $0.00017 | $0.00153 |
| Haiku 4.5 | $0.00009 | $0.00077 |
Grade A, and why
qdrant-monitoring-setup scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
This is a copy
100% identical to qdrant-monitoring-setup — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 62 lines — stays where its author put it; the contents beside it link to each section on GitHub.
How to Set Up Qdrant Monitoring
Get Prometheus scraping working first, then health probes, then alerting. Do not skip monitoring setup before going to production.
Prometheus Metrics
Use when: setting up metric collection for the first time or adding a new deployment.
- Node metrics at
/metricsendpoint Monitoring docs - Cluster metrics at
/sys_metrics(Qdrant Cloud only) - Prefix customization via
service.metrics_prefixconfig orQDRANT__SERVICE__METRICS_PREFIXenv var - Example self-hosted setup with Prometheus + Grafana prometheus-monitoring repo
Hybrid Cloud Scraping
Use 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.
- Hybrid Cloud Prometheus setup tutorial Hybrid Cloud Prometheus
- Official Grafana dashboards Grafana dashboard repo
Liveness and Readiness Probes
Use when: configuring Kubernetes health checks.
- Use
/healthz,/livez,/readyzfor basic status, liveness, and readiness Kubernetes health endpoints
Alerting
Use when: setting up alerts for production or Hybrid Cloud deployments.
- Hybrid Cloud provides ~11 pre-configured Prometheus alerts out of the box Cloud cluster monitoring
- Use AlertmanagerConfig to route alerts to Slack, PagerDuty, or other targets based on labels
- At minimum, alert on: optimizer errors, node not ready, replication factor below target, disk usage >80%
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- yesterday First seen · 62 lines · 86 tokens per session scan A 71b5b9cb40ec
qdrant-monitoring-setup is a skill published in the GitHub repository SecondLifes/code-intel (2 stars, last pushed 21d ago), licensed Apache-2.0. It adds 86 tokens to every session and 767 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. It is 100% identical to qdrant-monitoring-setup, differing in 0 lines, and is treated as a copy.
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