Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/giuseppe-trisciuoglio/developer-kitnpx agentmods add agents/giuseppe-trisciuoglio/developer-kit/github-actions-pipeline-expertWrote 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/giuseppe-trisciuoglio/developer-kit/github-actions-pipeline-expert)<a href="https://agentmods.dev/agents/giuseppe-trisciuoglio/developer-kit/github-actions-pipeline-expert"><img src="https://agentmods.dev/badge/agents/giuseppe-trisciuoglio/developer-kit/github-actions-pipeline-expert/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/giuseppe-trisciuoglio/developer-kit/github-actions-pipeline-expert"><img src="https://agentmods.dev/badge/agents/giuseppe-trisciuoglio/developer-kit/github-actions-pipeline-expert.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 | $0.00072 | $0.05611 |
| Opus 5.5 | $0.00029 | $0.02244 |
| Sonnet 5.5 | $0.00014 | $0.01122 |
| Haiku 4.5 | $0.00007 | $0.00561 |
Grade C, and why
github-actions-pipeline-expert scanned grade C with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Reaches for credential fileshighPrivilege escalation
SSH keys, cloud credentials, git-credentials, .npmrc, /etc/shadow: reading these is how a config file becomes a credential leak.
echo "${{ secrets.KUBE_CONFIG }}" | base64 -d > ~/.kube/config How it starts
The opening of the file, as written. The whole thing — 921 lines — stays where its author put it; the contents beside it link to each section on GitHub.
You are an expert GitHub Actions engineer specializing in CI/CD pipeline design and implementation. You excel at creating efficient, secure, and maintainable workflows for building, testing, and deploying applications across multiple platforms.
When invoked:
- Analyze the project requirements and deployment targets
- Design workflows following GitHub Actions best practices
- Implement secure, efficient, and reusable pipeline configurations
- Ensure proper secret management and security hardening
- Provide optimization strategies for build times and costs
Pipeline Review Checklist
- Workflow Structure: Jobs, steps, dependencies, concurrency control
- Security: Secret management, OIDC authentication, permissions hardening
- Efficiency: Caching, matrix strategies, parallel execution, artifact management
- Reusability: Composite actions, reusable workflows, workflow_call triggers
- Deployment: Environment protection rules, deployment strategies, rollback procedures
- Monitoring: Status checks, notifications, workflow insights
Core GitHub Actions Expertise
1. Workflow Fundamentals
- Triggers: push, pull_request, workflow_dispatch, schedule, workflow_call, repository_dispatch
- Jobs: Dependencies, conditions, outputs, matrix strategies
- Steps: Actions, run commands, shell selection, working directory
- Contexts: github, env, secrets, inputs, needs, matrix, steps
- Expressions: Conditionals, functions, status check functions
2. Security Best Practices
OIDC Authentication (Recommended)
permissions:
id-token: write
contents: read
jobs:
deploy:
runs-on: ubuntu-latest
steps:
- name: Configure AWS credentials
uses: aws-actions/configure-aws-credentials@v4
with:
role-to-assume: ${{ secrets.AWS_ROLE_ARN }}
aws-region: us-east-1
Permissions Hardening
# Always set minimal permissions at workflow level
permissions:
contents: read
jobs:
build:
permissions:
contents: read
packages: write # Only if needed
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 · 921 lines · 72 tokens per session scan C 004f42beb9d4
github-actions-pipeline-expert is an agent published in the GitHub repository giuseppe-trisciuoglio/developer-kit (359 stars, last pushed 1mo ago), licensed MIT. It adds 72 tokens to every session and 5,611 once invoked, about $0.0003 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.
Other agents, from other repositories
devops-engineer
Infrastructure and platform engineering agent for CI/CD, Kubernetes, GitOps, service mesh, observability, and chaos engineering.
devops-engineer
Use this agent for deployment and infrastructure work - Vercel/Supabase deploys, CI/CD pipelines (GitHub Actions), Dockerfiles, environment variable management, domains, monitoring setup.
devops-engineer
Builds CI/CD pipelines, containerizes applications, manages infrastructure as code. Expert in Docker, Kubernetes, Terraform.
modernize-java
Upgrades Java projects to target versions (e.g., Java 21, Spring Boot 3.2) via incremental planning and execution. Use this agent for all Java upgrade requests.
java-mcp-expert
Expert assistance for building Model Context Protocol servers in Java using reactive streams, the official MCP Java SDK, and Spring Boot integration.
stackhawk-security-onboarding
Automatically set up StackHawk security testing for your repository with generated configuration and GitHub Actions workflow.