Skills monitoring-analytics
📦

monitoring-analytics

Content revision r1 Safe ⚙️ External commands

Monitor Proxmox Performance and Capacity

Proxmox teams need a clear view of node and workload health. This skill guides Claude, Codex, and Claude Code through monitoring, bottleneck analysis, and capacity planning.

Supports: Claude Codex Code(CC)
🥉 78 Bronze

Install with my Agent

Copy this request to your Agent. It includes the canonical Skill page and manifest.

Agent request
Review the Skillstore skill "monitoring-analytics" from https://skillstore.io/skills/dataknifeai-monitoring-analytics.md and its manifest at https://skillstore.io/api/skills/dataknifeai-monitoring-analytics/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.

Your Agent should still show its plan and request any confirmation required by the security policy.

Agent-readable resources

Use these links when an AI agent, crawler, or script needs clean context instead of reading the full page.

Markdown detail GET /skills/dataknifeai-monitoring-analytics.md Signed manifest GET /api/skills/dataknifeai-monitoring-analytics/manifest Signed lockfile GET /api/skills/dataknifeai-monitoring-analytics/lockfile

Test it

Using "monitoring-analytics". What is the current cluster health and performance?

Expected outcome:

  • Cluster health is stable, with one node near sustained memory pressure.
  • Two VMs show higher CPU usage than their baseline during business hours.
  • Recommended next step: rebalance workloads from the busiest node.

Using "monitoring-analytics". Which nodes are running at high utilization?

Expected outcome:

  • Node pve-02 has the highest memory usage and limited available headroom.
  • Node pve-04 shows disk pressure that may affect backup windows.
  • The remaining nodes have enough spare CPU for normal workload bursts.

Using "monitoring-analytics". Build a capacity planning summary for next quarter.

Expected outcome:

  • Current growth suggests memory will be the first limiting resource.
  • Storage usage needs review before adding large VM images.
  • Plan one memory upgrade and review VM placement before expanding compute.

Security Audit

Safe
v8 • 7/6/2026 Open versioned report

All static findings are false positives caused by Markdown inline code formatting for tool names in SKILL.md. No evidence found of command execution, data exfiltration, prompt injection, or malicious intent in the reviewed file.

1
Files scanned
109
Lines analyzed
0
Review items
0
False positives ignored

Risk Factors

⚙️ External commands (14)
SKILL.md:40 SKILL.md:41 SKILL.md:42 SKILL.md:43 SKILL.md:48 SKILL.md:49 SKILL.md:50 SKILL.md:54 SKILL.md:55 SKILL.md:61 SKILL.md:62 SKILL.md:68 SKILL.md:69 SKILL.md:70
No confirmed security findings were detected by the latest completed static and semantic audit. This does not prove the skill has no side effects.
Audited by: codex View Audit History →
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Open versioned report
Security Assessment

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Academic citations (APA · BibTeX · CFF)

APA citation

DataKnifeAI. (2026). monitoring-analytics security audit report (audit version 8) [Author version unspecified]. Skillstore. https://skillstore.io/skills/dataknifeai-monitoring-analytics/audits/8

BibTeX citation

@techreport{dataknifeai-dataknifeai-monitoring-analytics-2026, author = {DataKnifeAI}, title = {monitoring-analytics security audit report (audit version 8)}, institution = {Skillstore}, year = {2026}, number = {8}, url = {https://skillstore.io/skills/dataknifeai-monitoring-analytics/audits/8}, note = {Author version unspecified} }

CITATION.cff

cff-version: 1.2.0 message: "If you use this Skill, cite its author and this versioned security audit report." title: "monitoring-analytics security audit report (audit version 8)" version: "unspecified" type: report authors: - name: "DataKnifeAI" date-released: "2026-07-06" url: "https://skillstore.io/skills/dataknifeai-monitoring-analytics/audits/8" identifiers: - type: other value: "skillstore:dataknifeai-monitoring-analytics:audit:8" description: "Skillstore immutable audit report identifier"

Skillstore Score

Why this score Evidence Confidence: High
55
Architecture
85
Maintainability
85
Content
71
Community
83
Spec Compliance

What You Can Build

Daily Cluster Health Review

Check node and workload metrics before users report performance issues.

Capacity Budget Planning

Summarize utilization trends to justify hardware expansion or workload moves.

Incident Performance Triage

Find overloaded nodes, noisy VMs, and resource pressure during an incident.

Try These Prompts

Check Cluster Health 
Check current Proxmox cluster health. Summarize node status, workload pressure, and any urgent risks.
Review Workload Performance 
Analyze VM and container performance across the cluster. Highlight high CPU, memory, disk, and network usage.
Find Performance Bottlenecks 
Identify likely Proxmox performance bottlenecks. Compare node, VM, container, storage, and network indicators before recommending actions.
Create Capacity Plan 
Create a capacity planning brief from current and historical Proxmox metrics. Include growth risks, upgrade priorities, and migration options.

Best Practices

  • Review cluster, node, VM, and container metrics together before making changes.
  • Compare current utilization with baselines and known peak periods.
  • Document recommendations with metric evidence and expected operational impact.

Avoid

  • Do not assume one high metric proves the root cause.
  • Do not plan capacity from a single short observation window.
  • Do not move workloads without checking storage and network constraints.

Frequently Asked Questions

What Proxmox tasks does this skill support?
It supports health checks, performance reviews, bottleneck analysis, reporting, and capacity planning.
Does it change my Proxmox configuration?
No. The skill describes monitoring and analysis workflows, not configuration changes or remediation actions.
Can it analyze both VMs and containers?
Yes. The documented workflow includes VM and container performance review.
Can it forecast future resource needs?
It can support forecasts when current and historical utilization metrics are available.
Which AI tools can use this skill?
The report lists support for Claude, Codex, and Claude Code.
What data access does it need?
It needs access to Proxmox monitoring tools that can read node, cluster, VM, and container metrics.

Developer Details

License

MIT

Skillstore revision

r1

Version notice

The author did not declare a version.

Repository

https://github.com/DataKnifeAI/proxmox-ve-mcp/tree/main/.github/skills/monitoring-analytics

Ref

34f316ba14ef36c7a620fc09f2676d2429997a77

Maintenance freshness

7/18/2026

Usage

6 downloads · 240 views

File structure

📄 SKILL.md