user-monitoring

user-monitoring is a skill for Claude Code from 2aronS/qdrant-scale. It costs 75 tokens per session (230 once invoked), scanned A, original, no licence file.

Guidance for monitoring users and the health of running software. Observability means collecting signals such as metrics and health checks to understand what a system is doing.

In plain words
What is it for?
Planning user monitoring and setting up Prometheus, Grafana, or health checks.
Why use it?
It helps investigate slow requests, growing memory use, stuck optimization, and other production problems.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Part of the user plugin — 26 skills shipped together

Good fit Planning user monitoring and setting up Prometheus, Grafana, or health checks.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/2arons/qdrant-scale/user-monitoring
Install

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.

Any agent
npx skills add 2aronS/qdrant-scale --skill user-monitoring
Clone the repo
git clone --depth 1 https://github.com/2aronS/qdrant-scale

Made for: Claude Code.

Or install user, the plugin that ships this one along with the rest of its 26 skills.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for user-monitoring

README.md
[![agentmods](https://agentmods.dev/badge/skills/2arons/qdrant-scale/user-monitoring/github.svg)](https://agentmods.dev/skills/2arons/qdrant-scale/user-monitoring)
Your own site
<a href="https://agentmods.dev/skills/2arons/qdrant-scale/user-monitoring"><img src="https://agentmods.dev/badge/skills/2arons/qdrant-scale/user-monitoring/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for user-monitoring

Your own site · 80×15
<a href="https://agentmods.dev/skills/2arons/qdrant-scale/user-monitoring"><img src="https://agentmods.dev/badge/skills/2arons/qdrant-scale/user-monitoring.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 75 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 230 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

What 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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00075 $0.00230
Opus 5 $0.00037 $0.00115
Sonnet 5 $0.00015 $0.00046
Haiku 4.5 $0.00007 $0.00023

Measured 11d ago against content hash 621c012bc6e4, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

user-monitoring 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 11d ago.

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.

skills/user-monitoring/SKILL.md · 25 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

Files

What ships with it

2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

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.

  1. 11d ago First seen · 25 lines · 75 tokens per session scan A 621c012bc6e4

Subscribe to this mod's changes

user-monitoring is a skill published in the GitHub repository 2aronS/qdrant-scale (5 stars, last pushed 3mo ago), with no licence file. It adds 75 tokens to every session and 230 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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