writing-skills
writing-skills
Use when creating new skills, editing existing skills, or verifying skills work before deployment
create-multistage-dockerfileCreate multi-stage Dockerfiles that separate build and runtime environments for minimal production images. Covers builder/runtime stage separation, artifact copying, scratch/distroless/alpine targets, and size comparison. Use when production images are too large, when build tools are included in the final image, when you need separate dev and prod images fr…
Independent GitHub snapshot · Automated classification · Original documentation governs
Separate build + runtime → min prod img.
| Cat | Build Stage | Runtime |
|---|---|---|
| Compilers | gcc, g++, rustc | Not needed |
| Pkg mgrs | npm, pip, cargo | Sometimes (interpreted) |
| Dev headers | -dev pkgs | Not needed |
| Source | Full tree | Only compiled out |
| Test fw | jest, pytest | Not needed |
Pattern: build in fat img, copy artifacts → slim.
# ---- Build Stage ----
FROM <build-image> AS builder
WORKDIR /src
COPY <dependency-manifest> .
RUN <install-dependencies>
COPY . .
RUN <build-command>
# ---- Runtime Stage ----
FROM <runtime-image>
COPY --from=builder /src/<artifact> /<dest>
EXPOSE <port>
CMD [<entrypoint>]
FROM node:22-bookworm AS builder
WORKDIR /src
COPY package.json package-lock.json ./
RUN npm ci
COPY . .
RUN npm run build && npm prune --omit=dev
FROM node:22-bookworm-slim
RUN groupadd -r app && useradd -r -g app app
WORKDIR /app
COPY --from=builder /src/dist ./dist
COPY --from=builder /src/node_modules ./node_modules
COPY --from=builder /src/package.json .
USER app
EXPOSE 3000
CMD ["node", "dist/index.js"]
FROM python:3.12-bookworm AS builder
WORKDIR /src
RUN python -m venv /opt/venv
ENV PATH="/opt/venv/bin:$PATH"
COPY requirements.txt .
RUN pip install --no-cache-dir -r requirements.txt
COPY . .
FROM python:3.12-slim-bookworm
COPY --from=builder /opt/venv /opt/venv
ENV PATH="/opt/venv/bin:$PATH"
WORKDIR /app
COPY --from=builder /src .
RUN groupadd -r app && useradd -r -g app app
USER app
EXPOSE 8000
CMD ["python", "app.py"]
FROM golang:1.23-bookworm AS builder
WORKDIR /src
COPY go.mod go.sum ./
RUN go mod download
COPY . .
RUN CGO_ENABLED=0 GOOS=linux go build -ldflags="-s -w" -o /server ./cmd/server
FROM scratch
COPY --from=builder /etc/ssl/certs/ca-certificates.crt /etc/ssl/certs/
COPY --from=builder /server /server
EXPOSE 8080
ENTRYPOINT ["/server"]
FROM rust:1.82-bookworm AS builder
RUN apt-get update && apt-get install -y musl-tools && rm -rf /var/lib/apt/lists/*
RUN rustup target add x86_64-unknown-linux-musl
WORKDIR /src
COPY Cargo.toml Cargo.lock ./
RUN mkdir src && echo "fn main() {}" > src/main.rs \
&& cargo build --release --target x86_64-unknown-linux-musl \
&& rm -rf src
COPY . .
RUN touch src/main.rs && cargo build --release --target x86_64-unknown-linux-musl
FROM scratch
COPY --from=builder /src/target/x86_64-unknown-linux-musl/release/myapp /myapp
EXPOSE 8080
ENTRYPOINT ["/myapp"]
Got: Final img = runtime + compiled artifacts only.
If err: Check COPY --from=builder paths. Use docker build --target builder → debug build stage.
| Base | Size | Shell | Use |
|---|---|---|---|
scratch | 0 MB | No | Static Go/Rust |
gcr.io/distroless/static | ~2 MB | No | Static + CA certs |
gcr.io/distroless/base | ~20 MB | No | Dynamic (libc) |
*-slim | 50-150 MB | Yes | Interpreted |
alpine | ~7 MB | Yes | Shell needed |
Note: Alpine = musl libc. Some Python wheels / Node native mods fail. Prefer -slim (glibc) for interpreted.
ARG APP_VERSION=0.0.0
FROM golang:1.23 AS builder
ARG APP_VERSION
RUN go build -ldflags="-X main.version=${APP_VERSION}" -o /server .
FROM gcr.io/distroless/static
COPY --from=builder /server /server
ENTRYPOINT ["/server"]
Build: docker build --build-arg APP_VERSION=1.2.3 .
Note: ARG before FROM = global. Each stage must re-declare ARG to use.
# Build both variants
docker build -t myapp:fat --target builder .
docker build -t myapp:slim .
# Compare sizes
docker images --format "table {{.Repository}}\t{{.Tag}}\t{{.Size}}" | grep myapp
Got: Prod img 50-90% smaller than build.
docker run works from slimCOPY --from=builder paths correctlibc, libssl). Test slim thoroughly.COPY --from: Path must match exact. Debug: docker build --target builder + docker run --rm builder ls /path.-slim.ARG before FROM → only FROM lines. Re-declare in each stage needing it.scratch has none. Copy /etc/ssl/certs/ca-certificates.crt / use distroless.create-dockerfile — single-stage generalcreate-r-dockerfile — R-specific rockeroptimize-docker-build-cache — layer caching + BuildKitsetup-compose-stack — compose w/ multi-stage