Analyzes and optimizes Dockerfiles to reduce image size, improve build time, and enhance security. Use when optimizing Docker images, reducing build times, or improving Dockerfile structure.
Install via CLI
openskills install armanzeroeight/fastagent-plugins---
name: dockerfile-optimizer
description: Analyzes and optimizes Dockerfiles to reduce image size, improve build time, and enhance security. Use when optimizing Docker images, reducing build times, or improving Dockerfile structure.
---
# Dockerfile Optimizer
Optimize Docker images for size, speed, and security.
## Quick Start
Analyze current Dockerfile:
```bash
docker build -t myapp .
docker images myapp
# Note the size, then optimize
```
## Instructions
### Step 1: Analyze Current Dockerfile
Review for optimization opportunities:
- Base image choice
- Layer structure
- Build dependencies
- Caching strategy
- Security practices
### Step 2: Optimize Base Image
**Choose minimal base**:
```dockerfile
# Before: Large base
FROM ubuntu:22.04 # ~77MB
# After: Minimal base
FROM alpine:3.18 # ~7MB
# or
FROM node:18-alpine # ~170MB vs node:18 ~990MB
```
**Use specific tags**:
```dockerfile
# Bad: Unpredictable
FROM node:latest
# Good: Specific version
FROM node:18.17-alpine3.18
```
### Step 3: Implement Multi-Stage Builds
**For compiled languages**:
```dockerfile
# Before: Single stage
FROM golang:1.21
WORKDIR /app
COPY . .
RUN go build -o app
CMD ["./app"]
# Result: ~800MB
# After: Multi-stage
FROM golang:1.21-alpine AS builder
WORKDIR /app
COPY . .
RUN go build -o app
FROM alpine:3.18
COPY --from=builder /app/app /app
CMD ["/app"]
# Result: ~15MB
```
### Step 4: Optimize Layer Caching
**Order by change frequency**:
```dockerfile
# Bad: Code changes invalidate all layers
FROM node:18-alpine
COPY . .
RUN npm install
CMD ["node", "server.js"]
# Good: Dependencies cached separately
FROM node:18-alpine
WORKDIR /app
COPY package*.json ./
RUN npm ci --only=production
COPY . .
CMD ["node", "server.js"]
```
### Step 5: Combine and Minimize Layers
**Reduce layer count**:
```dockerfile
# Before: Multiple layers
RUN apt-get update
RUN apt-get install -y curl
RUN apt-get install -y git
RUN apt-get clean
# After: Single layer
RUN apt-get update && \
apt-get install -y curl git && \
apt-get clean && \
rm -rf /var/lib/apt/lists/*
```
### Step 6: Use .dockerignore
Create `.dockerignore`:
```
node_modules
npm-debug.log
.git
.gitignore
README.md
.env
.DS_Store
*.md
.vscode
.idea
dist
build
coverage
```
### Step 7: Remove Build Dependencies
**Clean up after install**:
```dockerfile
# Python example
RUN pip install --no-cache-dir -r requirements.txt
# Node example
RUN npm ci --only=production && npm cache clean --force
# Alpine example
RUN apk add --no-cache curl && \
apk del build-dependencies
```
### Step 8: Add Security Improvements
**Run as non-root**:
```dockerfile
# Create user
RUN addgroup -g 1001 -S appuser && \
adduser -u 1001 -S appuser -G appuser
# Switch to user
USER appuser
# Or use existing user
USER nobody
```
### Step 9: Verify Optimization
**Check image size**:
```bash
docker images myapp
docker history myapp
```
**Analyze layers**:
```bash
docker history myapp --no-trunc
```
**Use dive tool**:
```bash
dive myapp
```
## Optimization Patterns
**Node.js Optimization**:
```dockerfile
FROM node:18-alpine AS builder
WORKDIR /app
COPY package*.json ./
RUN npm ci --only=production
FROM node:18-alpine
WORKDIR /app
COPY --from=builder /app/node_modules ./node_modules
COPY . .
USER node
EXPOSE 3000
CMD ["node", "server.js"]
```
**Python Optimization**:
```dockerfile
FROM python:3.11-slim AS builder
WORKDIR /app
COPY requirements.txt .
RUN pip install --user --no-cache-dir -r requirements.txt
FROM python:3.11-slim
WORKDIR /app
COPY --from=builder /root/.local /root/.local
COPY . .
ENV PATH=/root/.local/bin:$PATH
USER nobody
CMD ["python", "app.py"]
```
**Go Optimization**:
```dockerfile
FROM golang:1.21-alpine AS builder
WORKDIR /app
COPY go.* ./
RUN go mod download
COPY . .
RUN CGO_ENABLED=0 GOOS=linux go build -a -installsuffix cgo -o app .
FROM scratch
COPY --from=builder /app/app /app
COPY --from=builder /etc/ssl/certs/ca-certificates.crt /etc/ssl/certs/
EXPOSE 8080
CMD ["/app"]
```
## Common Issues
**Issue: Large image size**
- Use alpine or slim base images
- Implement multi-stage builds
- Remove build dependencies
- Use .dockerignore
**Issue: Slow builds**
- Optimize layer caching
- Order commands by change frequency
- Use build cache mounts
- Parallelize where possible
**Issue: Security vulnerabilities**
- Use minimal base images
- Keep images updated
- Run as non-root
- Scan with security tools
**Issue: Build cache not working**
- Check command order
- Avoid COPY . . early
- Use specific COPY commands
- Check .dockerignore
## Advanced
For detailed information, see:
- [Multi-Stage Builds](reference/multi-stage.md) - Advanced multi-stage patterns
- [Layer Caching](reference/caching.md) - Caching strategies and optimization
- [Base Images](reference/base-images.md) - Base image selection guide
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