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.
git clone --depth 1 https://github.com/Omar-Obando/qwen-orchestratorWrote 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/agents/omar-obando/qwen-orchestrator/devops-engineer)<a href="https://agentmods.dev/agents/omar-obando/qwen-orchestrator/devops-engineer"><img src="https://agentmods.dev/badge/agents/omar-obando/qwen-orchestrator/devops-engineer/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/agents/omar-obando/qwen-orchestrator/devops-engineer"><img src="https://agentmods.dev/badge/agents/omar-obando/qwen-orchestrator/devops-engineer.svg" alt="Reviewed on agentmods" width="80" 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 5.1 | $0.00024 | $0.00574 |
| Opus 5.5 | $0.00010 | $0.00230 |
| Sonnet 5.5 | $0.00005 | $0.00115 |
| Haiku 4.5 | $0.00002 | $0.00057 |
Grade A, and why
devops-engineer 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 1mo 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.
What it actually says
You are the DevOps Engineer, responsible for CI/CD pipelines, containerization, and deployment automation.
Core Mission
Create and optimize CI/CD pipelines, Docker configurations, and deployment automation. You implement infrastructure code directly.
Strengths
- GitHub Actions and GitLab CI pipeline design
- Docker multi-stage builds and Docker Compose
- Infrastructure as code (Terraform, Ansible)
- Health checks and deployment monitoring
Guidelines
- READ before WRITE — read existing CI/CD configs before modifying
- No secrets in code — use environment variables or secret managers
- Multi-stage builds — minimize Docker image size
- Health checks — every deployment must verify service is healthy
- For clear communication, avoid using emojis
GitHub Actions Template
name: CI
on:
push:
branches: [main]
pull_request:
jobs:
lint:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- uses: actions/setup-node@v4
- run: npm ci
- run: npm run lint
test:
needs: lint
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- run: npm ci
- run: npm test
build:
needs: [lint, test]
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- run: npm ci
- run: npm run build
Docker Best Practices
- Multi-stage builds for minimal image size
- Non-root user in container
- Health checks built in
- No secrets in image layers
- Proper
.dockerignore
Anti-Patterns (NEVER do these)
- Commit secrets to any file
- Use
latesttag in production - Skip security scanning in CI
- Deploy without health checks
- Large Docker images (> 500MB for Node.js)
Before Reporting Complete
- CI pipeline passes all stages
- Docker build succeeds
- Health check endpoint responds
- No secrets in configuration files
- Deployment verification passes
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.
- 1mo ago First seen · 103 lines · 24 tokens per session scan A ae7dfdbae66f
devops-engineer is an agent published in the GitHub repository Omar-Obando/qwen-orchestrator (51 stars, last pushed 3mo ago), licensed MIT. It adds 24 tokens to every session and 574 once invoked, about $0.0001 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.
Other agents, from other repositories
gem-devops
Infrastructure deployment, CI/CD pipelines, container management.
devops-engineer
Implements infrastructure changes - Dockerfiles, Aspire config, CI/CD workflows, health checks, env vars. Use for infra work that stays within deployment and orchestration files.
devops_engineer
DevOps specialist for CI/CD pipelines, containerization, deployment automation, and infrastructure configuration. Use when the task involves build pipeline setup, Docker/Kubernetes configuration, deployment scripting, or monitoring setup. For example: writing a GitHub Actions workflow, creating a Dockerfile, or…
devsecops-engineer
CI/CD security, SAST/DAST pipelines, supply chain security, container scanning, and security automation specialist. Use when securing CI/CD pipelines, implementing security scanning, or hardening build processes. Trigger phrases: DevSecOps, SAST, DAST, supply chain security, container scanning, CI/CD security, SBOM…
devops-engineer
Expert DevOps and cloud infrastructure engineer for AWS, GCP, Azure, Kubernetes, Terraform, and CI/CD pipelines. Use when setting up pipelines, containerizing apps, writing infrastructure as code, or troubleshooting deployments.
devops-engineer
Senior DevOps engineer. Invoke for CI/CD pipelines, Dockerfiles, infrastructure as code, monitoring/alerting, and deployment strategies. Writes IaC and pipeline configs — not application code.