docker
>
Works with
---
name: docker
description: >
license: MIT
---
# Docker & Containers: Production Infrastructure
Write, review, and architect Dockerfiles, Compose stacks, and container workflows - from single-service dev setups to multi-arch production pipelines with image signing and compliance gates. The goal is minimal, secure, reproducible images that a team can maintain and a QSA can audit.
**Target versions**: July 2026 snapshot. Read `references/target-versions.md` before
pinning Docker, Compose, BuildKit, containerd, Podman, Buildah, or runc.
This skill covers Dockerfiles, Compose, container hardening, supply chain, registry/CI
patterns, and runtime migration across Docker, Podman, Buildah, Skopeo, and containerd.
## When to use
- Writing or reviewing Dockerfiles (single or multi-stage)
- Setting up Docker Compose stacks (dev, staging, production)
- Optimizing image size, build speed, or layer caching
- Hardening containers for production or compliance
- Setting up image signing, SBOM generation, or vulnerability scanning
- Containerizing AI/ML workloads (Model Runner, GPU passthrough, model serving)
- Migrating from Docker to Podman or building with Buildah
- Reviewing container security posture for PCI-DSS 4.0 or SOC 2
- Troubleshooting container networking, volume, or build issues
- Using `docker init` to scaffold a new project
## When NOT to use
- Kubernetes manifests, Helm charts, cluster architecture (use **kubernetes**)
- CI/CD pipeline design (use **ci-cd**)
- Security audits of application code (use **security-audit**)
- Infrastructure provisioning with Terraform (use **terraform**)
## AI Self-Check
AI tools consistently produce the same Docker mistakes. **Before returning any generated Dockerfile or Compose file, verify against this list:**
- [ ] Multi-stage build used when the app has a build step (TypeScript, Go, Rust, Java, C/C++)
- [ ] Dependencies copied and installed BEFORE source code (layer caching)
- [ ] Final image is slim/distroless/scratch - no build tools, no package caches
- [ ] `USER` directive present - container does NOT run as root
- [ ] No secrets in `ENV`, `ARG`, or `COPY` - use `--mount=type=secret` or runtime injection
- [ ] Base image pinned to specific version or SHA256 digest (never `:latest` except Chainguard free tier, never bare `:22`)
- [ ] `HEALTHCHECK` present for production images
- [ ] `.dockerignore` exists and excludes `.git`, `node_modules`, `.env`, `__pycache__`, etc.
- [ ] No `ADD` for local files (use `COPY` - `ADD` auto-extracts and fetches URLs)
- [ ] Compose: no `version:` field (deprecated since Compose v2, removed in spec v5)
- [ ] Compose: `depends_on` uses `condition: service_healthy`, not bare ordering
- [ ] Compose: resource limits set on production services
- [ ] Package caches cleaned in same layer: `--no-cache` (apk), `rm -rf /var/lib/apt/lists/*` (apt). For pip: use `--mount=type=cache` OR `--no-cache-dir`, not both.
- [ ] CMD uses exec form (JSON array), not shell form: `CMD ["node", "app.js"]` not `CMD node app.js`
- [ ] **HEALTHCHECK uses available tools**: probe command uses a binary present in the final image (wget in Alpine, curl in Debian, none in scratch/distroless - use the app's own health endpoint)
- [ ] **Engine/Compose syntax checked**: Dockerfile, Compose, BuildKit, and runtime flags match the installed versions
- [ ] **Image provenance considered**: base images, registries, tags, SBOMs, and signatures are handled where risk warrants
- [ ] Cross-cutting agent hygiene applied - see `references/agent-hygiene.md`
## Performance
- Order Dockerfile layers from stable to volatile and use cache mounts for package-manager caches where BuildKit is available.
- Keep build contexts small with `.dockerignore`; accidental monorepo contexts dominate build time.
- Use multi-stage builds and slim runtime images, but measure startup and debug needs before stripping tools aggressively.
## Best Practices
- Pin base image digests for sensitive workloads and track rebuild cadence for security updates.
- Run as non-root and drop capabilities unless the workload genuinely needs them.
- Preview prune and volume-removal commands; persistent data must never be collateral cleanup.
## Workflow
### Step 1: Determine the domain
Based on the request:
- **"Write a Dockerfile" / "containerize this app"** -> Dockerfile
- **"Set up docker compose" / "multi-service stack"** -> Compose
- **"Harden this" / "make PCI compliant" / "scan for vulnerabilities"** -> Security
- **"Sign images" / "generate SBOM" / "CI pipeline"** -> Registry & CI
- **"Use Podman" / "rootless containers" / "daemonless builds"** -> Runtimes
- **"Review this Dockerfile/compose"** -> Apply production checklist + AI self-check
### Step 2: Gather context
Before writing anything, determine:
- **Application type**: language, framework, build system
- **Runtime**: Bun, Node.js, Python, Go, Rust, Java - determines base image and build pattern
- **Environment**: dev (hot reload, debug) vs production (minimal, hardened)
- **Base image**: Alpine (small, musl) vs Debian-slim (glibc compat) vs distroless (no shell) vs Chainguard (zero-CVE) vs scratch (static binaries)
- **Secrets**: how are they injected? (env vars, mounted files, Docker secrets, vault)
- **Compliance**: PCI CDE? Regulated? What scanning/signing is required?
- **Target registry**: Docker Hub, GHCR, private registry, OCI-compliant?
- **AI/ML**: GPU workload? Model serving? Docker Model Runner?
### Step 3: Build
Follow the domain-specific section below. Always apply the production checklist (Step 4) and AI self-check before finishing.
### Step 4: Validate
```bash
# Dockerfile
docker build --no-cache -t test-build .
docker history test-build --format "{{.Size}}\t{{.CreatedBy}}" | head -15
docker scout quickview test-build # vulnerability overview
docker scout cves test-build # detailed CVE list
# Compose
docker compose config # validate and render
docker compose --dry-run up # dry-run startup (Compose v5)
# Security
docker scout cves --only-severity critical,high <image>
cosign verify --key <key> <image> # verify signature
syft <image> -o spdx-json # generate SBOM
grype <image> # vulnerability scan (alternative to Scout)
trivy image <image> # use v0.72.0+; never v0.69.4-6
```
## Dockerfile
Read `references/dockerfile-patterns.md` for complete, production-ready Dockerfile templates (Node.js/Bun, Python, Go, Rust, static site) and BuildKit syntax reference.
### Base image selection
- Need a shell or package manager: use slim Debian or Ubuntu bases.
- Need the smallest static runtime: use distroless or `scratch`.
- Need a hardened minimal userspace: use Chainguard or another verified Wolfi-style base.
- Keep builders and runtimes separate; `golang`, `rust`, and other heavy toolchain images stay in build stages only.
See `references/dockerfile-patterns.md` for the actual language-by-language base recommendations and templates.
### Key patterns
**Multi-stage builds** - the non-negotiable pattern for any compiled or transpiled language:
```dockerfile
# syntax=docker/dockerfile:1
FROM node:22-slim AS build
WORKDIR /app
COPY package.json package-lock.json ./
RUN --mount=type=cache,target=/root/.npm \
npm ci
COPY . .
RUN npm run build && npm prune --omit=dev
FROM gcr.io/distroless/nodejs22-debian12
WORKDIR /app
COPY --from=build --chown=1001:1001 /app/dist ./dist
COPY --from=build --chown=1001:1001 /app/node_modules ./node_modules
USER 1001
EXPOSE 3000
HEALTHCHECK --interval=30s --timeout=5s --start-period=10s --retries=3 \
CMD ["node", "-e", "fetch('http://localhost:3000/health').then(r=>r.ok||process.exit(1)).catch(()=>process.exit(1))"]
CMD ["dist/index.js"]
```
**BuildKit features** (require `# syntax=docker/dockerfile:1` or `DOCKER_BUILDKIT=1`):
- **Cache mounts**: `RUN --mount=type=cache,target=/root/.npm npm ci` - persists package cache across builds, up to 70% faster rebuilds
- **Secret mounts**: `RUN --mount=type=secret,id=npmrc,target=/root/.npmrc npm ci` - secrets never baked into layers
- **Heredocs**: multi-line scripts without backslash hell
```dockerfile
RUN <<EOF
set -e
apt-get update
apt-get install -y --no-install-recommends ca-certificates
rm -rf /var/lib/apt/lists/*
EOF
```
- **`--check` flag**: `docker build --check .` validates Dockerfile without building (dry-run lint)
- **SLSA provenance**: `docker build --provenance=true --sbom=true .` attaches attestations
**`docker init`**: scaffolds Dockerfile + compose.yaml + .dockerignore. Good starting point, always review.
### What NOT to write
- `COPY . .` before dependency install (busts cache on every source change)
- `ADD` for local files (use `COPY` - `ADD` is only for auto-extracting `.tar.gz` archives into the image)
- `MAINTAINER` (deprecated - use `LABEL maintainer="..."`)
- `RUN cd /dir && ...` (use `WORKDIR /dir`)
- Separate `RUN` for each package install (chain with `&&`)
- `chmod 777` on anything
- Secrets in `ARG` or `ENV`
- `FROM node:latest` or `FROM python` (unpinned)
- `ENTRYPOINT` + `CMD` together unless ENTRYPOINT is the binary and CMD is overridable default args (e.g., `ENTRYPOINT ["/app"]` + `CMD ["--config", "/etc/app.yaml"]`)
## Compose
Read `references/compose-patterns.md` for complete Compose v5 templates (web+db, dev override, production hardened, AI/ML stack) and network/volume patterns.
### Compose v5
- Do not use the old `version:` field.
- Expect Bake-based builds, `watch`, dry-run validation, and newer model-oriented service wiring.
- Keep dev and prod concerns separate; override files are still the sane default.
- Treat healthchecks and dependency readiness as normal Compose design, not optional extras.
### Key patterns
**Dev/prod separation** with override files:
```yaml
# compose.yaml (base)
services:
app:
image: myapp:1.0.0
healthcheck:
test: ["CMD-SHELL", "wget -qO /dev/null http://localhost:3000/health || exit 1"]
interval: 30s
timeout: 5s
start_period: 10s
retries: 3
# compose.override.yaml (dev - auto-loaded)
services:
app:
build: .
volumes:
- .:/app
- /app/node_modules
environment:
NODE_ENV: development
ports:
- "9229:9229"
command: bun run dev
```
**Secrets**: use top-level `secrets:` with `file:` or `external: true`, reference via `_FILE` env convention (e.g., `POSTGRES_PASSWORD_FILE: /run/secrets/db_pass`). Never hardcode secrets in `environment:`. See `references/compose-patterns.md` for the full template with secret wiring.
**Health-gated dependencies**: always use `depends_on:` with `condition: service_healthy` - bare `depends_on` is ordering only, no readiness guarantee.
### Compose anti-patterns
- `version: "3.8"` - dead field, remove it
- `container_name` on every service (breaks `docker compose up --scale`)
- `restart: always` without healthcheck (infinite restart of broken containers)
- `network_mode: host` when port mapping works (replace with a user-defined bridge network and explicit `ports:` mapping)
- `depends_on` without `condition:` (ordering only, no readiness)
- `volumes:` mounting entire project dir in production (dev pattern leak)
- `privileged: true` on a compose service instead of the host LXC
- 20+ inline `environment:` entries (use `env_file:`)
## Security
Read `references/security-and-compliance.md` for the full PCI-DSS 4.0 container requirements mapping, CVE reference, runtime hardening patterns, and scanning tool comparison.
### Critical vulnerabilities (2025-2026)
| CVE | Component | Severity | Impact | Fixed in |
|-----|-----------|----------|--------|----------|
| CVE-2025-9074 | Docker Desktop | 9.3 Critical | Container escape via unauthenticated Engine API | Desktop 4.44.3 |
| CVE-2025-31133 | runc | High | Container escape via /dev/null symlink race | runc 1.2.8, 1.3.3, 1.4.0-rc.3 |
| CVE-2025-52565 | runc | High | Container escape via /dev/console mount race | runc 1.2.8, 1.3.3, 1.4.0-rc.3 |
| CVE-2025-52881 | runc | High | Host procfs writes via /proc redirect (DoS/escape) | runc 1.2.8, 1.3.3, 1.4.0-rc.3 |
| CVE-2026-33634 | Trivy | Critical | Supply chain - malware in Docker Hub images (v0.69.4-6) | Trivy v0.72.0+ for new pins; v0.69.3 only as rollback |
| CVE-2026-2664 | Docker Desktop | Medium | gRPC-FUSE kernel module OOB read | Desktop 4.62.0+ |
| CVE-2025-13743 | Docker Desktop | Low | Expired Hub PATs leaked in diagnostics bundles | Desktop 4.54.0 |
| CVE-2026-28400 | Model Runner | 7.5 High | Runtime flag injection - arbitrary file overwrite, container escape | Desktop 4.61.0+ |
| CVE-2026-5843 | Model Runner (MLX) | 8.8 High | Container-to-host code execution via MLX-LM `model_file` importlib load from untrusted models | Desktop 4.71.0+ |
| CVE-2026-5817 | Model Runner (vllm-metal) | 8.8 High | Container-to-host RCE via unsandboxed `trust_remote_code` tokenizer load | Desktop 4.68.0+ |
| CVE-2026-33747 | BuildKit | High | Malicious frontend file escape outside storage root | BuildKit v0.28.1 |
| CVE-2026-33748 | BuildKit | High | Git URL validation bypass - restricted file access | BuildKit v0.28.1 |
**Action items**: upgrade runc to >= 1.4.0, BuildKit to >= 0.28.1, Docker Desktop to >= 4.71.0 (prefer the current 4.83.0 snapshot), never pull Trivy v0.69.4/5/6. Pin ALL CI tool images to SHA256 digests.
### Hardened Compose baseline
Every production service should start from this, relax only what's needed:
```yaml
services:
app:
image: myapp:1.0.0 # pinned, never :latest
read_only: true
security_opt:
- no-new-privileges:true
cap_drop:
- ALL
cap_add: [] # add ONLY what's needed (see note below)
tmpfs:
- /tmp
user: "1001:1001"
healthcheck:
test: ["CMD-SHELL", "wget -qO /dev/null http://localhost:8080/health || exit 1"]
interval: 30s
timeout: 5s
start_period: 15s
retries: 3
deploy:
resources:
limits:
memory: 512M
cpus: "1.0"
logging:
driver: json-file
options:
max-size: "10m"
max-file: "3"
```
**`cap_drop: ALL` warning**: many images (LSIO, HOTIO, official redis/postgres, anything using
gosu/setpriv/su-exec) start as root and drop privileges at runtime. They need at minimum
`cap_add: ["SETUID", "SETGID"]`, and images that chown files at startup also need `"CHOWN"`.
Always read the image's entrypoint to determine required capabilities before applying blanket
drops. Blind `cap_drop: ALL` with empty `cap_add` causes CrashLoopBackOff. See the
security-audit skill's "No blanket capability drops" rule for detailed guidance.
For a hardened Dockerfile pattern, see `references/dockerfile-patterns.md` (Language Templates section).
### Supply chain security
- **Sign images** with cosign (Sigstore): `cosign sign --key cosign.key <image>@<digest>`
- **Generate SBOMs** at build time: `docker scout sbom <image>` or `syft <image> -o spdx-json`
- **Verify at deploy**: `cosign verify --key cosign.pub <image>@<digest>`
- **Pin CI tool images to SHA256 digests.** Mutable tags are a proven attack vector (Trivy March 2026, tj-actions/reviewdog March 2025).
- **Use Docker Scout** or Grype for continuous vulnerability monitoring.
- **Trivy**: use v0.72.0+ from official releases for new pins. v0.69.3 was the March 2026 rollback version. v0.69.4-6 contained credential-stealing malware. If any CI pipeline ran compromised Trivy between March 19-23, 2026, rotate ALL secrets.
### PCI-DSS 4.0 container requirements (summary)
PCI-DSS 4.0 is the only active version. Key container-specific requirements:
- **Req 1**: Network segmentation - use user-defined bridge networks, `internal: true` for backend services, never expose CDE containers on default bridge
- **Req 2.2**: Harden containers - non-root, drop caps, read-only rootfs, one process per container
- **Req 4**: Encrypt transmissions - TLS between CDE containers in Compose (mount certs, use TLS-enabled images, or front with a TLS-terminating reverse proxy)
- **Req 5.2/5.3**: Immutable images (deploy by digest), Falco for runtime detection
- **Req 6.3**: Vulnerability scanning on every image before deployment (Docker Scout, Grype, Trivy v0.72.0+)
- **Req 6.3.2**: SBOM for every production image
- **Req 8.6.2**: No hardcoded secrets in images, compose files, or env vars
- **Req 10**: Audit logging - container stdout/stderr to immutable log store
- **Req 11.5**: Image digest pinning + Falco = FIM for containers
Full mapping in `references/security-and-compliance.md`.
## Registry & CI
### CI pipeline pattern
- Build with `docker build --check` first, then `buildx` with provenance and SBOM output.
- Scan before deploy, sign by digest, and keep an SBOM artifact even if the registry also stores one.
- Pin CI-side tools and actions to immutable digests, not mutable tags.
### Docker Model Runner (AI/ML)
Docker Model Runner (Engine 29.x, Desktop 4.50+) serves AI models via OpenAI/Ollama-compatible APIs:
```yaml
# Compose integration with Model Runner
services:
model:
provider:
type: model
options:
model: ai/llama3.2:3B-Q4_K_M
agent:
build: .
environment:
OPENAI_BASE_URL: http://model/v1
```
GPU containers: use `deploy.resources.reservations.devices` with `capabilities: [gpu]`. Start `shm_size` at `16gb` for single GPU, `32gb` for multi-GPU (vLLM needs shared memory for tensor ops). See `references/compose-patterns.md` for the full AI/ML stack template.
## Production Checklist
See AI Self-Check above for the full build-time checklist (Dockerfile correctness, Compose structure, layer caching, secrets, non-root user, healthchecks, base image pinning). The items below cover deploy-time and operational additions only.
### Deploy-time additions
- [ ] runc >= 1.4.0 (CVE-2025-31133/52565/52881 patched)
- [ ] BuildKit >= 0.28.1 (CVE-2026-33747/33748 patched)
- [ ] Docker Desktop >= 4.71.0 (adds CVE-2026-5817/5843 Model Runner container-to-host RCE fixes; floor was 4.66.1 for CVE-2025-9074/CVE-2026-28400)
- [ ] Trivy v0.72.0+ from official releases (v0.69.4-6 COMPROMISED)
- [ ] Images signed with cosign, verified at deploy
- [ ] SBOM generated for every production image
- [ ] Vulnerability scanning in CI (Docker Scout, Grype, or Trivy v0.72.0+)
- [ ] CI tools pinned to SHA256 digests (not mutable tags)
- [ ] Base images rebuilt/updated regularly (weekly minimum)
- [ ] Separate override files for dev/prod
- [ ] Logging config with rotation (`max-size`, `max-file`)
- [ ] `read_only: true` + `no-new-privileges` + `cap_drop: ALL` on production services
### Compliance (PCI-DSS 4.0)
- [ ] Containers run as non-root with minimal capabilities (Req 2.2)
- [ ] Read-only root filesystem, one process per container (Req 2.2)
- [ ] Images scanned for vulnerabilities before deployment (Req 6.3)
- [ ] SBOM generated for every CDE image (Req 6.3.2)
- [ ] No hardcoded secrets in images or compose files (Req 8.6.2)
- [ ] Image digests pinned for immutability (Req 5/11.5)
- [ ] Container logs shipped to immutable SIEM (Req 10)
- [ ] Runtime detection in place (Falco/Tetragon) (Req 5.2/5.3)
- [ ] Registry access audit-logged (Req 10.4.1.1)
- [ ] Base images from trusted, verified sources (Req 6.2.1)
## Reference Files
- `references/dockerfile-patterns.md` - Dockerfile templates and build patterns
- `references/compose-patterns.md` - Compose patterns and common stack layouts
- `references/security-and-compliance.md` - container hardening, compliance guidance, and safe public custom image publishing
- `references/alternative-runtimes.md` - Podman, Buildah, Skopeo, and related runtime patterns
- `references/target-versions.md` - July 2026 version snapshot for Docker, Compose, BuildKit, containerd, Podman, Buildah, and runc
## Output Contract
See `references/output-contract.md` for the full contract.
- **Skill name:** DOCKER
- **Deliverable bucket:** `audits`
- **Mode:** conditional. When invoked to **analyze, review, audit, or improve** existing repo content, emit the full contract - boxed inline header, body summary inline plus per-finding detail in the deliverable file, boxed conclusion, conclusion table - and write the deliverable to `docs/local/audits/docker/<YYYY-MM-DD>-<slug>.md`. When invoked to **answer a question, teach a concept, build a new artifact, or generate content**, respond freely without the contract.
- **Severity scale:** `P0 | P1 | P2 | P3 | info` (see shared contract; only used in audit/review mode).
## Related Skills
- **kubernetes** - for deploying containers to K8s clusters. Docker builds the image;
kubernetes deploys it. Dockerfile optimization belongs here; K8s manifests belong there.
- **ci-cd** - for pipeline design that builds and pushes images. Docker skill covers the
Dockerfile and Compose patterns; ci-cd covers the pipeline stages around them.
- **security-audit** - for auditing container images, scanning for CVEs, and supply chain
risks. Docker skill covers hardening best practices; security-audit runs the actual audit.
- **ansible** - can manage containers via `community.docker`, but image building and Compose
design belong here.
- **databases** - for database containers in Docker Compose. Docker skill owns the Compose
pattern; databases skill owns the engine tuning within the container.
- **git** - for git tags and version control. Docker skill handles container image tagging;
git handles git tags and release workflows.
## Rules
1. **No `:latest` tags in production.** Pin images to a specific version or SHA256 digest.
2. **Multi-stage builds for compiled/transpiled languages.** Build tools do not belong in production images.
3. **Non-root user.** Every production container must run as non-root (numeric UID for K8s compat).
4. **No secrets in layers.** Not in `ENV`, not in `ARG`, not in `COPY`. Use `--mount=type=secret` or runtime injection.
5. **Deps before source.** Copy dependency manifests first, install, then copy source. Layer cache depends on it.
6. **Healthchecks on everything.** Dockerfile `HEALTHCHECK` and Compose `healthcheck:`.
7. **Pin CI tools to SHA256 digests.** Mutable tags are compromised supply chain vectors (Trivy CVE-2026-33634 March 2026, tj-actions CVE-2025-30066 (upstream: reviewdog CVE-2025-30154) March 2025).
8. **Trivy v0.72.0+ for new pins.** v0.69.3 was the March 2026 rollback version; v0.69.4-6 contained credential-stealing malware. If you ran it, rotate secrets.
9. **Compose: no `version:` field.** It's deprecated and removed. Just delete it.
10. **Clean apt cache in the same RUN layer.** `apt-get update && apt-get install -y ... && rm -rf /var/lib/apt/lists/*` - all one `RUN`.
11. **`.dockerignore` is not optional.** `.git`, `node_modules`, `.env`, secrets, test fixtures, docs - all excluded.
12. **Resource limits on production containers.** Memory and CPU limits prevent noisy neighbors and OOM cascading.
13. **Run the AI self-check.** Every generated Dockerfile/Compose gets verified against the checklist above before returning.More DevOps & Infrastructure skills
azure-ai
microsoft/azure-skills
Use for Azure AI: Search, Speech, OpenAI, Document Intelligence. Helps with search, vector/hybrid search, speech-to-text, text-to-speech, transcription, OCR. WHEN: AI Search, query search, vector search, hybrid search, semantic search, speech-to-text, text-to-speech, transcribe, OCR, convert text to speech.
appinsights-instrumentation
microsoft/azure-skills
Guidance for instrumenting webapps with Azure Application Insights. Provides telemetry patterns, SDK setup, and configuration references. WHEN: how to instrument app, App Insights SDK, telemetry patterns, what is App Insights, Application Insights guidance, instrumentation examples, APM best practices.
azure-storage
microsoft/azure-skills
Azure Storage Services including Blob Storage, File Shares, Queue Storage, Table Storage, and Data Lake. Answers questions about storage access tiers (hot, cool, cold, archive), when to use each tier, and tier comparison. Provides object storage, SMB file shares, async messaging, NoSQL key-value, and big data analytics. Includes lifecycle management. USE FOR: blob storage, file shares, queue storage, table storage, data lake, upload files, download blobs, storage accounts, access tiers, storage tiers, hot cool cold archive, storage tier comparison, when to use storage tiers, lifecycle management, Azure Storage concepts. DO NOT USE FOR: SQL databases, Cosmos DB (use azure-prepare), messaging with Event Hubs or Service Bus (use azure-messaging).

