docker-devops

docker-devops is a skill for Claude Code from softspark/ai-toolkit. It costs 43 tokens per session (2,211 once invoked), scanned A, original, Apache-2.0.

A practical guide to running applications in Docker and Kubernetes. Docker packages an application with its environment, while Kubernetes manages groups of running application containers.

In plain words
What is it for?
Writing Dockerfiles, creating multi-stage builds, configuring Compose files, and preparing Kubernetes manifests or Helm charts.
Why use it?
It helps developers choose safer container layouts and deployment patterns for development and production.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Needs its repository: it runs a file that does not travel with it, so clone the repository first. The line is COPY --from=builder --chown=nextjs:nodejs /app/.next/static ./.next/static.

Part of the ai-toolkit plugin — 115 skills, 44 agents, 14 hooks shipped together

Good fit Writing Dockerfiles, creating multi-stage builds, configuring Compose files, and preparing Kubernetes manifests or Helm charts.

Compare 6 skills from other repositories ↓
Install

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.

Clone the repo
git clone --depth 1 https://github.com/softspark/ai-toolkit
agentmods
npx agentmods add skills/softspark/ai-toolkit/docker-devops

Made for: Claude Code.

Or install ai-toolkit, the plugin that ships this one along with the rest of its 115 skills, 44 agents, 14 hooks.

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 docker-devops

README.md
[![agentmods](https://agentmods.dev/badge/skills/softspark/ai-toolkit/docker-devops/github.svg)](https://agentmods.dev/skills/softspark/ai-toolkit/docker-devops)
Your own site
<a href="https://agentmods.dev/skills/softspark/ai-toolkit/docker-devops"><img src="https://agentmods.dev/badge/skills/softspark/ai-toolkit/docker-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.

agentmods 80×15 button for docker-devops

Your own site · 80×15
<a href="https://agentmods.dev/skills/softspark/ai-toolkit/docker-devops"><img src="https://agentmods.dev/badge/skills/softspark/ai-toolkit/docker-devops.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 43 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,211 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. 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: 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 Tool Misuse · line 89
    Tool defaults are unsafe or overly permissive (e.g. disabled TLS verification, no authentication, world-writable permissions). Unsafe defaults widen the attack surface.
    Fix: Override unsafe defaults with secure settings (verify=True, auth required, restrictive permissions). Review and harden all tool configurations.
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 $0.00043 $0.02211
Opus 5.5 $0.00017 $0.00884
Sonnet 5.5 $0.00009 $0.00442
Haiku 4.5 $0.00004 $0.00221

Measured 1mo ago against content hash 714c7308c292, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

docker-devops scanned grade A 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.

Makes network callslowCapability

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

test: ["CMD", "curl", "-f", "http://localhost:3000/health"]
app/skills/docker-devops/SKILL.md · 331 lines

How it starts

The opening of the file, as written. The whole thing — 331 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Docker & DevOps Skill

Dockerfile Best Practices

Multi-Stage Build (Node.js)

# Build stage
FROM node:20-alpine AS builder
WORKDIR /app
COPY package*.json ./
RUN npm ci
COPY . .
RUN npm run build

# Production stage
FROM node:20-alpine AS runner
WORKDIR /app
ENV NODE_ENV=production

# Non-root user
RUN addgroup -g 1001 -S nodejs
RUN adduser -S nextjs -u 1001

COPY --from=builder --chown=nextjs:nodejs /app/.next/standalone ./
COPY --from=builder --chown=nextjs:nodejs /app/.next/static ./.next/static
COPY --from=builder --chown=nextjs:nodejs /app/public ./public

USER nextjs
EXPOSE 3000
CMD ["node", "server.js"]

Multi-Stage Build (Python)

# Build stage
FROM python:3.12-slim AS builder
WORKDIR /app
RUN pip install --no-cache-dir poetry
COPY pyproject.toml poetry.lock ./
RUN poetry export -f requirements.txt -o requirements.txt

# Production stage
FROM python:3.12-slim
WORKDIR /app

# Non-root user
RUN useradd -m -u 1000 appuser

COPY --from=builder /app/requirements.txt .
RUN pip install --no-cache-dir -r requirements.txt

COPY --chown=appuser:appuser . .
USER appuser

EXPOSE 8000
CMD ["uvicorn", "app.main:app", "--host", "0.0.0.0", "--port", "8000"]

Docker Compose Patterns

Development Setup

version: '3.8'

services:
  app:
    build:
      context: .
      dockerfile: Dockerfile.dev
    volumes:
      - .:/app
      - /app/node_modules
    ports:
      - "3000:3000"
    environment:
      - NODE_ENV=development
      - DATABASE_URL=postgresql://postgres:postgres@db:5432/app
    depends_on:
      - db
      - redis

  db:
    image: postgres:16-alpine
    volumes:
      - postgres_data:/var/lib/postgresql/data
    environment:
      POSTGRES_USER: postgres
      POSTGRES_PASSWORD: postgres
      POSTGRES_DB: app
    ports:
      - "5432:5432"

  redis:
    image: redis:7-alpine
    ports:
      - "6379:6379"

volumes:
  postgres_data:

Production Setup

version: '3.8'

services:
  app:
    image: ${REGISTRY}/app:${TAG}
    restart: unless-stopped
    ports:
      - "3000:3000"
    environment:
      - NODE_ENV=production
      - DATABASE_URL=${DATABASE_URL}
    healthcheck:
      test: ["CMD", "curl", "-f", "http://localhost:3000/health"]
      interval: 30s
      timeout: 10s
      retries: 3
    deploy:
      resources:
        limits:
          cpus: '1'
          memory: 512M

Read the full file on GitHub · 331 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. 1mo ago First seen · 331 lines · 43 tokens per session scan A 714c7308c292

Subscribe to this mod's changes

docker-devops is a skill published in the GitHub repository softspark/ai-toolkit (180 stars, last pushed 6d ago), licensed Apache-2.0. It adds 43 tokens to every session and 2,211 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 1 finding (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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