A guide to deploying and operating cloud infrastructure on Cloudflare and Google Cloud, including serverless functions, storage, databases, containers, and Kubernetes.

Use it when deploying edge applications, Docker containers, CI/CD pipelines, multi-region systems, or services on Google Cloud.

It helps choose suitable infrastructure and organize deployment, automation, scaling, and cost decisions across cloud platforms.

devops — Skill for Claude Code and Codex by VoDaiLocz

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 VoDaiLocz/kilo-kit-mcp --skill devops

Clone the repo

git clone --depth 1 https://github.com/VoDaiLocz/kilo-kit-mcp

Made for: Claude Code, Codex.

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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/vodailocz/kilo-kit-mcp/devops/github.svg)](https://agentmods.dev/skills/vodailocz/kilo-kit-mcp/devops)

Your own site

<a href="https://agentmods.dev/skills/vodailocz/kilo-kit-mcp/devops"><img src="https://agentmods.dev/badge/skills/vodailocz/kilo-kit-mcp/devops/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/vodailocz/kilo-kit-mcp/devops"><img src="https://agentmods.dev/badge/skills/vodailocz/kilo-kit-mcp/devops.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 101 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 1,915 The whole file, excluding the scripts and references it only reads on demand.

Security scan C 2 findings. A grade says what 26 rules found in the file — not that it is safe.

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.

Model	Per session	Once invoked
Fable 5.1	$0.00101	$0.01915
Opus 5	$0.00051	$0.00958
Sonnet 5	$0.00020	$0.00383
Haiku 4.5	$0.00010	$0.00192

Measured 9d ago against content hash c947d0a2f13d, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade C, and why

devops scanned grade C with 2 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 9d ago.

The scan reads SKILL.md. This mod also ships 4 executable files (scripts/cloudflare_deploy.py, scripts/docker_optimize.py, scripts/tests/test_cloudflare_deploy.py, …), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

Downloads and executes remote codehighSupply chain

curl | sh runs whatever the server returns today, which is not necessarily what it returned when this was reviewed.

curl https://sdk.cloud.google.com | bash

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

curl https://sdk.cloud.google.com | bash

skills/operations/devops/SKILL.md · 286 lines

How it starts

The opening of the file, as written. The whole thing — 286 lines — stays where its author put it; the contents beside it link to each section on GitHub.

DevOps Skill

Comprehensive guide for deploying and managing cloud infrastructure across Cloudflare edge platform, Docker containerization, and Google Cloud Platform.

When to Use This Skill

Use this skill when:

Deploying serverless applications to Cloudflare Workers
Containerizing applications with Docker
Managing Google Cloud infrastructure with gcloud CLI
Setting up CI/CD pipelines across platforms
Optimizing cloud infrastructure costs
Implementing multi-region deployments
Building edge-first architectures
Managing container orchestration with Kubernetes
Configuring cloud storage solutions (R2, Cloud Storage)
Automating infrastructure with scripts and IaC

Platform Selection Guide

When to Use Cloudflare

Best For:

Edge-first applications with global distribution
Ultra-low latency requirements (<50ms)
Static sites with serverless functions
Zero egress cost scenarios (R2 storage)
WebSocket/real-time applications (Durable Objects)
AI/ML at the edge (Workers AI)

Key Products:

Workers (serverless functions)
R2 (object storage, S3-compatible)
D1 (SQLite database with global replication)
KV (key-value store)
Pages (static hosting + functions)
Durable Objects (stateful compute)
Browser Rendering (headless browser automation)

Cost Profile: Pay-per-request, generous free tier, zero egress fees

When to Use Docker

Best For:

Local development consistency
Microservices architectures
Multi-language stack applications
Traditional VPS/VM deployments
Kubernetes orchestration
CI/CD build environments
Database containerization (dev/test)

Key Capabilities:

Application isolation and portability
Multi-stage builds for optimization
Docker Compose for multi-container apps
Volume management for data persistence
Network configuration and service discovery
Cross-platform compatibility (amd64, arm64)

Cost Profile: Infrastructure cost only (compute + storage)

When to Use Google Cloud

Read the full file on GitHub · 286 lines

Files

What ships with it

18 files 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.

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.

9d ago First seen · 286 lines · 101 tokens per session scan C c947d0a2f13d

Subscribe to this mod's changes

devops is a skill published in the GitHub repository VoDaiLocz/kilo-kit-mcp (26 stars, last pushed 4d ago), licensed Apache-2.0. It adds 101 tokens to every session and 1,915 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it C with 2 findings (downloads and executes remote code, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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