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-runner-controllergit 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-runner-controller)<a href="https://agentmods.dev/skills/vince-winkintel/gitlab-cli-skills/glab-runner-controller"><img src="https://agentmods.dev/badge/skills/vince-winkintel/gitlab-cli-skills/glab-runner-controller/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-runner-controller"><img src="https://agentmods.dev/badge/skills/vince-winkintel/gitlab-cli-skills/glab-runner-controller.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 3 findings, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Excessive Agency · line 85 Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
- medium Excessive Agency · line 171 Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
- medium Excessive Agency · line 189 Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
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 | $0.00064 | $0.01635 |
| Opus 5.5 | $0.00026 | $0.00654 |
| Sonnet 5.5 | $0.00013 | $0.00327 |
| Haiku 4.5 | $0.00006 | $0.00163 |
Grade A, and why
glab-runner-controller 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 2mo 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 — 264 lines — stays where its author put it; the contents beside it link to each section on GitHub.
glab-runner-controller
Manage GitLab runner controllers and their authentication tokens.
⚠️ Experimental Feature
Status: EXPERIMENTAL (Admin-only)
- This feature may be broken or removed without prior notice
- Use at your own risk
- Requires GitLab admin privileges
- See: https://docs.gitlab.com/policy/development_stages_support/
What It Does
Runner controllers manage the orchestration of GitLab Runners in your infrastructure. This skill provides commands to:
- Create and configure runner controllers
- Inspect controller details and connection status
- Manage controller lifecycle (list, get, update, delete)
- Manage controller scopes (instance-level or runner-level)
- Generate and rotate authentication tokens
- Revoke compromised tokens
Common Workflows
Create Runner Controller
# Create with default settings
glab runner-controller create
# Create with description
glab runner-controller create --description "Production runners"
# Create enabled controller
glab runner-controller create --description "Prod" --state enabled
States:
disabled- Controller exists but inactiveenabled- Controller is active (default)dry_run- Test mode (no actual runner execution)
List and View Controllers
# List all controllers
glab runner-controller list
# List with pagination
glab runner-controller list --page 2 --per-page 50
# Output as JSON
glab runner-controller list --output json
# Get one controller with status details
glab runner-controller get 42
glab runner-controller get 42 --output json
Update Controller
# Update description
glab runner-controller update 42 --description "Updated name"
# Change state
glab runner-controller update 42 --state disabled
# Update both
glab runner-controller update 42 --description "Prod" --state enabled
Delete Controller
# Delete with confirmation prompt
glab runner-controller delete 42
# Delete without confirmation
glab runner-controller delete 42 --force
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.
- 2mo ago First seen · 264 lines · 64 tokens per session scan A 88caacf15e5e
glab-runner-controller is a skill published in the GitHub repository vince-winkintel/gitlab-cli-skills (49 stars, last pushed today), licensed MIT. It adds 64 tokens to every session and 1,635 once invoked, about $0.0003 per session on Opus 5.5. 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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