gitlab-ci-patterns

gitlab-ci-patterns is a skill for Claude Code from wshobson/agents. It costs 46 tokens per session (1,549 once invoked), scanned A, original, MIT.

A collection of patterns for GitLab CI/CD, GitLab's system for automatically testing, building, and deploying code. It covers staged pipelines, caching, runners, deployments to Kubernetes, and GitOps workflows.

In plain words
What is it for?
Use it to create multi-stage GitLab pipelines, configure runners, cache dependencies, run tests, deploy to Kubernetes, and build GitOps workflows.
Why use it?
It provides a clear structure for automating work in GitLab and can reduce repeated setup and slow pipeline runs. It also helps connect testing and deployment steps reliably.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the cicd-automation plugin — 4 skills, 1 command, 5 agents shipped together

Good fit Use it to create multi-stage GitLab pipelines, configure runners, cache dependencies, run tests, deploy to Kubernetes, and build GitOps workflows.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/wshobson/agents/gitlab-ci-patterns
About the project

Agentic Plugin Marketplace is a collection of reusable plugins, agents, skills, commands, and rules for coding-agent tools including Claude Code, Codex CLI, Cursor, OpenCode, Antigravity CLI, and GitHub Copilot. It is for developers assembling agentic workflows across multiple harnesses from shared Markdown sources, and the catalogue entries are examples or subsets of those workflow components.

wshobson/agents · 41,158 stars · on GitHub · sethhobson.com

Install

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.

Any agent
npx skills add wshobson/agents --skill gitlab-ci-patterns
Clone the repo
git clone --depth 1 https://github.com/wshobson/agents

Made for: Claude Code.

Or install cicd-automation, the plugin that ships this one along with the rest of its 4 skills, 1 command, 5 agents.

Wrote 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.

agentmods badge for gitlab-ci-patterns

README.md
[![agentmods](https://agentmods.dev/badge/skills/wshobson/agents/gitlab-ci-patterns/github.svg)](https://agentmods.dev/skills/wshobson/agents/gitlab-ci-patterns)
Your own site
<a href="https://agentmods.dev/skills/wshobson/agents/gitlab-ci-patterns"><img src="https://agentmods.dev/badge/skills/wshobson/agents/gitlab-ci-patterns/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.

agentmods 80×15 button for gitlab-ci-patterns

Your own site · 80×15
<a href="https://agentmods.dev/skills/wshobson/agents/gitlab-ci-patterns"><img src="https://agentmods.dev/badge/skills/wshobson/agents/gitlab-ci-patterns.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 46 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,549 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • Socket pass 15 Sept 2026
  • Snyk pass 15 Sept 2026
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 1 finding, 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 173
    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.
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00046 $0.01549
Opus 5.5 $0.00018 $0.00620
Sonnet 5.5 $0.00009 $0.00310
Haiku 4.5 $0.00005 $0.00155

Measured 15d ago against content hash 152b2b89bbbb, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

gitlab-ci-patterns 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 15d 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.

Origin

Copies of this mod

8 near-identical copies found in the catalogue:

plugins/cicd-automation/skills/gitlab-ci-patterns/SKILL.md · 273 lines

How it starts

The opening of the file, as written. The whole thing — 273 lines — stays where its author put it; the contents beside it link to each section on GitHub.

GitLab CI Patterns

Comprehensive GitLab CI/CD pipeline patterns for automated testing, building, and deployment.

Purpose

Create efficient GitLab CI pipelines with proper stage organization, caching, and deployment strategies.

When to Use

  • Automate GitLab-based CI/CD
  • Implement multi-stage pipelines
  • Configure GitLab Runners
  • Deploy to Kubernetes from GitLab
  • Implement GitOps workflows

Basic Pipeline Structure

stages:
  - build
  - test
  - deploy

variables:
  DOCKER_DRIVER: overlay2
  DOCKER_TLS_CERTDIR: "/certs"

build:
  stage: build
  image: node:20
  script:
    - npm ci
    - npm run build
  artifacts:
    paths:
      - dist/
    expire_in: 1 hour
  cache:
    key: ${CI_COMMIT_REF_SLUG}
    paths:
      - node_modules/

test:
  stage: test
  image: node:20
  script:
    - npm ci
    - npm run lint
    - npm test
  coverage: '/Lines\s*:\s*(\d+\.\d+)%/'
  artifacts:
    reports:
      coverage_report:
        coverage_format: cobertura
        path: coverage/cobertura-coverage.xml

deploy:
  stage: deploy
  image: bitnami/kubectl:1.31
  script:
    - kubectl apply -f k8s/
    - kubectl rollout status deployment/my-app
  only:
    - main
  environment:
    name: production
    url: https://app.example.com

Docker Build and Push

build-docker:
  stage: build
  image: docker:24
  services:
    - docker:24-dind
  before_script:
    - docker login -u $CI_REGISTRY_USER -p $CI_REGISTRY_PASSWORD $CI_REGISTRY
  script:
    - docker build -t $CI_REGISTRY_IMAGE:$CI_COMMIT_SHA .
    - docker build -t $CI_REGISTRY_IMAGE:latest .
    - docker push $CI_REGISTRY_IMAGE:$CI_COMMIT_SHA
    - docker push $CI_REGISTRY_IMAGE:latest
  only:
    - main
    - tags

Multi-Environment Deployment

Set KUBE_CA_CERT_FILE as a GitLab file variable containing the cluster CA certificate, and provide KUBE_TOKEN through a protected, masked CI variable. The file variable contains a path that kubectl uses to verify the API server certificate. Protect both develop and main so the deployment jobs can read the protected token.

Read the full file on GitHub · 273 lines

Changes

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.

  1. 15d ago Changed · +5 lines 152b2b89bbbb
  2. 1mo ago First seen · 268 lines · 46 tokens per session scan A 0b2d3cf90961

Subscribe to this mod's changes

gitlab-ci-patterns is a skill published in the GitHub repository wshobson/agents (41,158 stars, last pushed today), licensed MIT. It adds 46 tokens to every session and 1,549 once invoked, about $0.0002 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 2026-09-03.