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 skills add vince-winkintel/gitlab-cli-skills --skill glab-clustergit clone --depth 1 https://github.com/vince-winkintel/gitlab-cli-skillsWrote 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.
[](https://agentmods.dev/skills/vince-winkintel/gitlab-cli-skills/glab-cluster)<a href="https://agentmods.dev/skills/vince-winkintel/gitlab-cli-skills/glab-cluster"><img src="https://agentmods.dev/badge/skills/vince-winkintel/gitlab-cli-skills/glab-cluster/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.
<a href="https://agentmods.dev/skills/vince-winkintel/gitlab-cli-skills/glab-cluster"><img src="https://agentmods.dev/badge/skills/vince-winkintel/gitlab-cli-skills/glab-cluster.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00046 | $0.00435 |
| Opus 5.5 | $0.00018 | $0.00174 |
| Sonnet 5.5 | $0.00009 | $0.00087 |
| Haiku 4.5 | $0.00005 | $0.00044 |
Grade C, and why
glab-cluster scanned grade C with 1 finding 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 2d 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.
Reaches for credential fileshighPrivilege escalation
SSH keys, cloud credentials, git-credentials, .npmrc, /etc/shadow: reading these is how a config file becomes a credential leak.
The snap uses the manual-connect `dot-kube` plug, scoped to `~/.kube/config` and `~/.kube/config.lock`, rather than the whole `.kube` directory. A different kubeconfig path can remain inaccessible under confinement. Conn What it actually says
glab cluster
Overview
Manage GitLab Agents for Kubernetes and their clusters.
USAGE
glab cluster <command> [command] [--flags]
COMMANDS
agent <command> [command] [--flags] Manage GitLab Agents for Kubernetes.
graph [--flags] Queries the Kubernetes object graph, using the GitLab Agent for Kubernetes. (EXPERIMENTAL)
FLAGS
-h --help Show help for this command.
-R --repo Select another repository. Can use either `OWNER/REPO` or `GROUP/NAMESPACE/REPO` format. Also accepts full URL or Git URL.
Quick start
glab cluster --help
Structured output
glab cluster agent list and glab cluster agent token list support --output json / -F json for structured output, which is useful for agent automation.
# List cluster agents with JSON output
glab cluster agent list --output json
glab cluster agent list -F json
# List agent tokens with JSON output
glab cluster agent token list <agent-id> --output json
glab cluster agent token list <agent-id> -F json
Subcommands
See references/commands.md for full --help output.
Snap kubeconfig access
The snap uses the manual-connect dot-kube plug, scoped to ~/.kube/config and ~/.kube/config.lock, rather than the whole .kube directory. A different kubeconfig path can remain inaccessible under confinement. Connecting the plug or updating kubeconfig changes local permissions/configuration and requires approval; do not treat CLI help as permission to connect it or modify a cluster.
What ships with it
1 file 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.
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.
- 2d ago Changed · +4 lines scan A → C dce060da4df1
- 2mo ago First seen · 46 lines · 46 tokens per session scan A f24223c372c5
glab-cluster is a skill published in the GitHub repository vince-winkintel/gitlab-cli-skills (49 stars, last pushed today), licensed MIT. It adds 46 tokens to every session and 435 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it C with 1 finding (reaches for credential files). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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