complete-cicd-pipeline-for-vm-based-workloads-from-scratch

complete-cicd-pipeline-for-vm-based-workloads-from-scratch is a skill for Claude Code from selvarajmurugesan90/ops-engineering-skills. It costs 175 tokens per session (4,465 once invoked), scanned A, original, Apache-2.0.

A complete CI/CD pipeline for software running on virtual machines rather than containers. It covers checking out source code, building it, running dependency and code-security checks, and deploying either a new machine image or changes to existing machines.

In plain words
What is it for?
Use it to build pipelines for cloud or on-premise virtual machines, including image baking, blue-green instance-group changes, or Ansible-based deployment.
Why use it?
It provides the missing path from an empty repository to deployed VM software. It also clarifies the difference between replacing machines with an immutable image and updating long-lived machines in place.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: mentions Claude Code; mentions Codex; mentions Gemini CLI.

Part of the cicd-tooling-skills plugin — 13 skills shipped together

Good fit Use it to build pipelines for cloud or on-premise virtual machines, including image baking, blue-green instance-group changes, or Ansible-based deployment.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/selvarajmurugesan90/ops-engineering-skills/complete-cicd-pipeline-for-vm-based-workloads-from-scratch
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 selvarajmurugesan90/ops-engineering-skills --skill complete-cicd-pipeline-for-vm-based-workloads-from-scratch
Clone the repo
git clone --depth 1 https://github.com/selvarajmurugesan90/ops-engineering-skills

Made for: Claude Code.

Or install cicd-tooling-skills, the plugin that ships this one along with the rest of its 13 skills.

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README.md
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Your own site · 80×15
<a href="https://agentmods.dev/skills/selvarajmurugesan90/ops-engineering-skills/complete-cicd-pipeline-for-vm-based-workloads-from-scratch"><img src="https://agentmods.dev/badge/skills/selvarajmurugesan90/ops-engineering-skills/complete-cicd-pipeline-for-vm-based-workloads-from-scratch.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 175 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,465 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
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 18 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 Agent Snooping · line 64
    Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.
    Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
  • medium Agent Snooping · line 373
    Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.
    Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
  • medium Agent Snooping · line 71
    Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.
    Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
  • medium Agent Snooping · line 158
    Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.
    Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
  • medium Agent Snooping · line 227
    Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.
    Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
  • medium Agent Snooping · line 369
    Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.
    Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
  • medium Agent Snooping · line 76
    Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.
    Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
  • medium Agent Snooping · line 370
    Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.
    Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
  • medium Agent Snooping · line 78
    Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.
    Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
  • medium Agent Snooping · line 370
    Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.
    Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
  • medium Agent Snooping · line 85
    Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.
    Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
  • medium Agent Snooping · line 149
    Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.
    Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
  • medium Agent Snooping · line 251
    Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.
    Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
  • medium Agent Snooping · line 259
    Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.
    Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
  • medium Agent Snooping · line 371
    Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.
    Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
  • medium Agent Snooping · line 177
    Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.
    Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
  • medium Agent Snooping · line 372
    Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.
    Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
  • medium Agent Snooping · line 264
    Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.
    Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
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 $0.00175 $0.04465
Opus 5 $0.00088 $0.02233
Sonnet 5 $0.00035 $0.00893
Haiku 4.5 $0.00017 $0.00447

Measured 13d ago against content hash 91e98360c06a, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

complete-cicd-pipeline-for-vm-based-workloads-from-scratch 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 13d 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.

plugins/cicd-tooling/skills/complete-cicd-pipeline-for-vm-based-workloads-from-scratch/SKILL.md · 375 lines

How it starts

The opening of the file, as written. The whole thing — 375 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Complete CI/CD Pipeline Deployment for VM-Based Workloads, From Scratch

Purpose

VM-based deployment splits into two genuinely different mechanical models, and this skill covers both because a team's choice between them changes almost everything downstream of the build step: immutable image replacement (bake a golden AMI with Packer, swap an Auto Scaling Group/instance group to it, blue-green) versus mutable config push (long-lived VMs stay running, and a config-management tool like Ansible pushes the new application version/config onto them in place). Neither looks like the Kubernetes variant of this skill (no container image, no GitOps handoff) or the serverless variant (no zip/layer, no alias-based traffic shift) — the build artifact here is either a whole bootable machine image or nothing at all (just new config/binaries pushed onto existing hosts), and "deploy" means either swapping which image an instance group boots or running a playbook against a live fleet.

When to use

  • A new VM-based service (EC2 Auto Scaling Group, an on-prem VM pool, or equivalent) has no pipeline yet, and the team wants source-to-deployed wired up in one pass.
  • Deciding between immutable-image (Packer + blue-green ASG swap) and mutable-config-push (Ansible against existing VMs) for a given workload's change frequency and risk tolerance.
  • An existing pipeline manually bakes AMIs or manually runs Ansible by hand, and the user wants both paths automated with security gates.
  • The user wants to understand exactly how VM-based build/deploy mechanics differ from a container/Kubernetes or serverless pipeline — the comparison point most useful when a team is deciding which compute model a new workload should even target.

Prerequisites & environment

  • A Git host and CI platform already available — examples below use GitHub Actions; the same shape applies to jenkins-declarative-pipeline-per-repo.
  • Packer ≥ 1.10 (or an equivalent image-building tool) installed on the CI runner for the immutable-image path, with cloud credentials scoped to build and register an image (ec2:RunInstances, ec2:CreateImage, and related — least-privilege, per cloud-iam-hardening).
  • For the immutable-image path: an existing Auto Scaling Group/instance group and load balancer already provisioned — see aws-codepipeline-and-codedeploy for the blue/green deployment-group mechanics this skill's Phase 5 builds on.
  • For the mutable-config-push path: ansible-playbook-and-role-design already read for playbook/inventory/idempotency mechanics, plus SSH (or WinRM) access from the CI runner (or a bastion/runner fleet) to the target VMs.
  • SAST/SCA tooling chosen per sast-integration and software-composition-analysis-sca.

Read the full file on GitHub · 375 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. 13d ago First seen · 375 lines · 175 tokens per session scan A 91e98360c06a

Subscribe to this mod's changes

complete-cicd-pipeline-for-vm-based-workloads-from-scratch is a skill published in the GitHub repository selvarajmurugesan90/ops-engineering-skills (39 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 175 tokens to every session and 4,465 once invoked, about $0.0009 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.