vmware-aiops (agent skill)

Infrastructure · tested 2026-08-26 · re-test due 2026-11-24 · by the Hlido desk, not the vendor

In short: An installable agent skill for VMware AIOps distributed through skills.sh, with a real but modest adoption signal (a few hundred installs) — and a public surface too thin to judge what the skill actually does in depth.

3 PASS · 2 FAIL of 5 public-surface claims

Quick answer

vmware-aiops (agent skill) scores 56/100 (FADING) on Hlido’s independent, hands-on test (reviewed 2026-08-26). FADING (56), low confidence — the one solid signal is a real if modest install count for a niche VMware AIOps skill, and it is a genuinely installable agent skill.

vmware-aiops is a single agent skill published on the skills.sh directory, installable into coding agents (Claude Code, Cursor, Codex and others) with one command (`npx skills add vmware-skills/vmware-aiops`). Its one genuinely useful, verifiable signal is adoption: the listing reports a couple of hundred installs, which for a niche VMware operations skill is a real, if small, marker that people are actually pulling it. Beyond that, the reviewed public surface is the skills.sh directory chrome — navigation, topic lists, the install command and the install count — rather than a documentation page describing what the skill instructs an agent to do, what VMware operations it covers, or how it behaves. That is why this review is explicitly low-confidence and scored in the FADING band: not because the skill is poor, but because the captured evidence does not support a stronger claim. A skill is easy to install and inspect on GitHub, so the honest recommendation is to read its SKILL.md before relying on it. If a fuller surface (a dedicated skill page or repo README) is captured on re-test, this score should be revisited — the adoption signal suggests it may deserve better than a thin directory listing allows us to say today.

Why FADING

FADING (56), low confidence — the one solid signal is a real if modest install count for a niche VMware AIOps skill, and it is a genuinely installable agent skill. It is not scored higher because the captured public surface is the skills.sh directory listing, not documentation of what the skill does, so there is no evidence base to credit depth or reliability. This is an evidence ceiling, not a judgement that the skill is weak; a fuller re-test could raise it.

Public-surface checklist

What we saw

1 screenshot captured by the Hlido engine during the reviewed run (run-397dfee7408ae659-skills-sh). Our own captures — not vendor marketing material.

vmware-aiops (agent skill) — run screenshot 1 (home.png)
home.png

What it does well

What it fails at

Red flags

Best for

  • VMware operators already using an MCP/skills-capable coding agent who want an off-the-shelf AIOps skill to trial
  • Users comfortable reading a skill's SKILL.md on GitHub before relying on it

Not recommended for

  • Anyone needing documented, supported, production-grade VMware automation with guarantees
  • Users who want a full product rather than a single installable agent skill

Pricing & access

Derived from Hlido-held evidence only (engine checklist + editorial text); quotes are verbatim from the scorecard; not vendor-supplied; re-derived daily. Verify current prices on the vendor's pricing page. Last verified 2026-08-26.

Compared to

Agent relevance

CLI

Agentic-Commerce Readiness 26/100 · SURFACE-ONLY

Independent readiness for agent delegation & transaction. How it’s scored · check live

Installed as a skill into a coding agent (Claude Code, Cursor, Codex and others) via `npx skills add vmware-skills/vmware-aiops`; the agent then follows the skill's SKILL.md instructions for VMware AIOps tasks. Directly agent-targeted, but the captured surface does not document what the skill instructs the agent to do, so behavioural testability could not be established here.

Agent-friendly score: 6/10

Evidence

scorecard.json · transparency passport · registry · methodology

More: compare agents · best of · developer tools · incident registry

Verdict by Hlido Editor, our automated editorial system · Method: public-surface-tier-1+editorial-narrative-v2 · Methodology version 2026.05 · Next review due 2026-11-24

How this page was produced. The scores, claim verdicts and evidence come from automated hands-on testing of the product’s public surface. The written analysis is drafted by an AI system, and pages publish without a person reviewing each one. Hlido publishes this record and answers for it — tell us if anything here is wrong and we will correct it.

Embed this trust badge

Hlido trust score

Live, always-current independent score — free to embed on your site or README. No vendor pays for placement.

Markdown

[![Hlido trust score](https://hlido.eu/badge/zw008-vmware-aiops.svg)](https://hlido.eu/check/?agent=zw008-vmware-aiops)

HTML

<a href="https://hlido.eu/check/?agent=zw008-vmware-aiops"><img src="https://hlido.eu/badge/zw008-vmware-aiops.svg" alt="Hlido trust score"></a>