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 agentmods add skills/vince-winkintel/gitlab-cli-skills/glab-securitynpx skills add vince-winkintel/gitlab-cli-skills --skill glab-securitygit 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-security)<a href="https://agentmods.dev/skills/vince-winkintel/gitlab-cli-skills/glab-security"><img src="https://agentmods.dev/badge/skills/vince-winkintel/gitlab-cli-skills/glab-security.svg" alt="Measured on agentmods" height="20"></a>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 | $0.00076 | $0.00513 |
| Opus 5 | $0.00038 | $0.00257 |
| Sonnet 5 | $0.00015 | $0.00103 |
| Haiku 4.5 | $0.00008 | $0.00051 |
Grade A, and why
glab-security 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 5d 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.
How it starts
The opening of the file, as written. The whole thing — 70 lines — stays where its author put it; the contents beside it link to each section on GitHub.
glab security
Configure GitLab security features for a project.
Experimental upstream command surface: verify live
glab security --helpbefore relying on it in production automation.
Common commands
# Show security command help
glab security --help
# Enable a scan profile on the current project
glab security config enable dependency_scanning
# Enable SAST on a specific project
glab security config enable sast -R gitlab-org/cli
# Check profile status
glab security config status dependency_scanning
# Disable a scan profile
glab security config disable dependency_scanning
# Disable dependency scanning auto-remediation
glab security config disable dependency_scanning_post_processing
Supported profile examples
Upstream help currently shows these profile names in examples:
dependency_scanningsastdependency_scanning_post_processingfor vulnerable dependency auto-remediation
GitLab may support additional profile names depending on instance version and project features. If a profile fails, use the error output and GitLab project security settings to confirm availability.
Operational guidance
- You must be a Maintainer or Owner of the target project.
- Use
-R/--repofor explicit targeting in agents and scripts; otherwiseglabresolves the project from the current git remote. - Treat
enableanddisableas project-configuration writes. Confirm the target project and requested profile before changing state. - Prefer
statusbefore and after a change so the user can see the current scan/profile state.
Safe workflow
PROFILE=sast
PROJECT=group/project
# 1. Inspect current state
glab security config status "$PROFILE" -R "$PROJECT"
# 2. Confirm requested change with the user, then apply
glab security config enable "$PROFILE" -R "$PROJECT"
# 3. Verify
glab security config status "$PROFILE" -R "$PROJECT"
Subcommands
See references/commands.md for the current captured --help output.
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.
- 5d ago First seen · 70 lines · 76 tokens per session scan A cf89c44d71c5
glab-security is a skill published in the GitHub repository vince-winkintel/gitlab-cli-skills (47 stars, last pushed 3d ago), licensed MIT. It adds 76 tokens to every session and 513 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 2026-08-30.
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