container-native-deployment
Skill344 starsChanged 3 months agoMITView on GitHub
Use when packaging a Spring Boot 3 application as an OCI image or GraalVM native executable. Covers buildpacks, layered images, JVM containers, AOT hints, probes, security, and verification.
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The file
We split this skill into the rules it gives an agent
12 rules. About 0 are common, 11 are distinctive, and 1 is very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈11
Distinctive · estimate
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 14
Prefer the Spring Boot build-image task with Cloud Native Buildpacks for standard services.
- Distinctive: line 15
Keep dependency and application layers separate to maximize cache reuse.
- Distinctive: line 17
Run as a non-root user on a read-only filesystem where the application permits it.
- Distinctive: line 25
Keep startup probes for slow initialization instead of weakening liveness.
- Distinctive: line 26
Write temporary files only under an explicit writable location.
- Distinctive: line 30
Use Spring AOT and the supported GraalVM native build tools.
- Very specific: line 31
Add RuntimeHints for reflection, resources, serialization, or proxies that analysis cannot infer.
- Distinctive: line 32
Avoid runtime bean-shape changes and other closed-world violations.
- Distinctive: line 33
Run native integration tests.
- Distinctive: line 38
Use immutable image digests for promotion between environments.
- Distinctive: line 42
Verify signatures against the expected signer identity and issuer or trusted key, and check that provenance refers to the intended source …
- Distinctive: line 46
Test untrusted-signer and digest-mismatch rejection before enforcing a deployment policy.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Container and Native Deployment
Choose JVM or native from measured startup, memory, throughput, and build constraints.
Container image
- Prefer the Spring Boot build-image task with Cloud Native Buildpacks for standard services.
- Keep dependency and application layers separate to maximize cache reuse.
- Pin builder and run-image families in reproducible release pipelines.
- Run as a non-root user on a read-only filesystem where the application permits it.
- Supply secrets at runtime; never bake credentials or environment files into an image.
- Configure graceful shutdown and align platform termination grace with application timeouts.
Runtime behavior
- Set memory and CPU limits, then verify JVM ergonomics inside those limits.
- Expose dedicated readiness and liveness probes through Actuator.
- Keep startup probes for slow initialization instead of weakening liveness.
- Write temporary files only under an explicit writable location.
Native image
- Use Spring AOT and the supported GraalVM native build tools.
- Add
RuntimeHintsfor reflection, resources, serialization, or proxies that analysis cannot infer. - Avoid runtime bean-shape changes and other closed-world violations.
- Run native integration tests; a successful JVM test suite is not sufficient.
Supply chain
- Generate an SBOM, scan the final image, and patch builder/run images regularly.
- Use immutable image digests for promotion between environments.
Scan the actual final image by immutable digest, including OS packages and bundled Java dependencies; record the scanner database timestamp and findings that need manual triage. Verify signatures against the expected signer identity and issuer or trusted key, and check that provenance refers to the intended source commit and build workflow. A signature from an arbitrary identity is not a release policy. Retain SBOM/provenance evidence for the promoted digest; rebuilding the same tag produces a different artifact and requires new verification. Test untrusted-signer and digest-mismatch rejection before enforcing a deployment policy. For dependency/BOM remediation and CI trust-boundary review, use java-supply-chain-security if installed; this skill remains responsible for image construction and runtime behavior.
Examples
- See
examples/good-dockerfileandexamples/bad-dockerfile.
The good example targets Boot 3.3+ and uses jarmode=tools extraction in a builder stage. For Boot
3.0-3.2, use the older -Djarmode=layertools ... extract command. A normal Maven package does not
create target/dependencies/ or target/application/ directories by itself.
Official sources
- Container images: https://docs.spring.io/spring-boot/reference/packaging/container-images/
- Dockerfiles and layer extraction: https://docs.spring.io/spring-boot/reference/packaging/container-images/dockerfiles.html
- Boot 3.3 tools jarmode: https://github.com/spring-projects/spring-boot/wiki/Spring-Boot-3.3-Release-Notes#cds-support
Gotchas
- Agent copies one fat jar into a mutable root container - use layers and a non-root runtime.
- Agent bakes secrets into image layers - inject secrets only at runtime.
- Agent adds broad reflection configuration to make native builds pass - register narrow runtime hints.
- Agent uses liveness to test every dependency - use readiness for traffic-affecting dependencies.
- Agent chooses native without measuring throughput and build cost - benchmark both deployment modes.
- Agent copies nonexistent
target/dependenciesdirectories - extract the packaged jar in a builder stage. - Agent uses
jarmode=toolson Boot 3.0-3.2 - uselayertoolsuntil the project reaches Boot 3.3.
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