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
- PASS Homepage loads (required)
- FAIL Primary value prop (required) — Listing states the skill's name and install count but not what it does
- PASS Cta present (required) — npx skills add vmware-skills/vmware-aiops
- PASS Pricing or access — Free, open-source skill via skills.sh / GitHub
- FAIL Evidence or demo — No demo or behaviour documentation captured — directory listing only
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.
What it does well
- A genuinely installable agent skill — one command (`npx skills add vmware-skills/vmware-aiops`) into common coding agents
- A real, if modest, adoption signal (a few hundred installs) for a niche VMware operations use case
- Open source and inspectable on GitHub, so its actual instructions can be read before use
What it fails at
- Reviewed surface is the skills.sh directory listing, not documentation of what the skill actually does
- No captured detail on covered VMware operations, prerequisites, safety, or behaviour
- No independent quality signal beyond an install counter
- Single-skill, niche scope; maintenance cadence not visible on the captured surface
Red flags
- Thin public surface: the captured page documents the skill's existence and install count but not its actual behaviour — inspect the SKILL.md before use.
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
- Pricing findable on the public surfacePASS Free, open-source skill via skills.sh / GitHub (tested 2026-08-26)
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
-
devops-incident-response
narrow-vmware-skill-vs-broad-incident-agent
devops-incident-response is a broader incident-response agent capability; vmware-aiops is a single, narrowly-scoped installable skill for VMware operations. Broader agent for general incident handling, vmware-aiops for a specific VMware AIOps task if its SKILL.md fits.
-
infrabroker
packaged-skill-vs-infra-broker
infrabroker brokers infrastructure operations more generally; vmware-aiops is a packaged skill on skills.sh scoped to VMware AIOps. Pick infrabroker for breadth, vmware-aiops for a drop-in VMware-specific skill.
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
Score over time
The longitudinal record — every point is the score as published on that date. Raw series.
