container-native-deployment
Skill344 starsChanged 3 months agoMITView on GitHub
Use when packaging Spring Boot 4 as an OCI image, JVM container, AOT application, or GraalVM native executable. Covers buildpacks, layers, runtime hints, probes, security, and verification.
In this repository77 other files it gives its agents.
- agent-qa-browser-regressionSkill
- ai-observabilitySkill
- api-versioningSkill
- configuration-propertiesSkill
- container-native-deploymentSkill
- domain-driven-designSkill
- event-driven-messagingSkill
- flyway-migrationsSkill
- hateoasSkill
- hexagonal-architectureSkill
- http-interface-clientsSkill
- idempotency-patternsSkill
- java-supply-chain-securitySkill
- layered-architectureSkill
- mcp-serverSkill
- multi-module-mavenSkill
- multi-tenancySkill
- null-safetySkill
- oauth2-resource-serverSkill
- openapi-firstSkill
- problem-details-rfc9457Skill
- production-observabilitySkill
- resilience-retrySkill
- rest-api-conventionsSkill
- security-audit-loggingSkill
- spring-ai-integrationSkill
- spring-ai-securitySkill
- spring-batchSkill
- spring-boot-migrationSkill
- spring-cloud-gatewaySkill
- spring-data-jpaSkill
- spring-data-redisSkill
- spring-incident-responseSkill
- spring-modulithSkill
- spring-security-jwtSkill
- spring-security-reviewSkill
- testing-pyramidSkill
- transactional-patternsSkill
- webflux-reactive-patternsSkill
- agent-qa-browser-regressionSkill
- ai-observabilitySkill
- api-versioningSkill
- configuration-propertiesSkill
- domain-driven-designSkill
- event-driven-messagingSkill
- flyway-migrationsSkill
- hateoasSkill
- hexagonal-architectureSkill
- http-interface-clientsSkill
- idempotency-patternsSkill
- java-supply-chain-securitySkill
- layered-architectureSkill
- mcp-serverSkill
- multi-module-mavenSkill
- multi-tenancySkill
- null-safetySkill
- oauth2-resource-serverSkill
- openapi-firstSkill
- problem-details-rfc9457Skill
- production-observabilitySkill
- The first 60 shown.
The file
We split this skill into the rules it gives an agent
9 rules. About 0 are common, 9 are distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈9
Distinctive · estimate
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 14
Prefer Boot build-image tasks with Cloud Native Buildpacks for standard services.
- Distinctive: line 17
Run as non-root and use a read-only filesystem where possible.
- Distinctive: line 23
Verify JVM memory and CPU ergonomics under real container limits.
- Distinctive: line 25
Use a startup probe for expensive initialization.
- Distinctive: line 26
Keep writable paths explicit and bounded.
- Distinctive: line 30
Use GraalVM 25 or newer with Boot 4 native build support.
- Distinctive: line 34
Run native integration tests against the produced executable.
- Distinctive: line 43
Verify signatures against the expected signer identity and issuer or trusted key, and check that provenance refers to the intended source …
- Distinctive: line 47
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, AOT cache, checkpoint/restore, or native from measured requirements.
Container image
- Prefer Boot build-image tasks with Cloud Native Buildpacks for standard services.
- Preserve dependency, loader, snapshot, and application layers for cache reuse.
- Pin compatible builder/run image families and promote immutable digests.
- Run as non-root and use a read-only filesystem where possible.
- Inject secrets at runtime; never copy credentials into a build context or image layer.
- Configure graceful shutdown and platform termination timing together.
Runtime behavior
- Verify JVM memory and CPU ergonomics under real container limits.
- Expose Actuator liveness and readiness probes separately.
- Use a startup probe for expensive initialization.
- Keep writable paths explicit and bounded.
Native image and AOT
- Use GraalVM 25 or newer with Boot 4 native build support.
- Register narrow
RuntimeHintsfor reflection, resources, serialization, JNI, or proxies. - Respect the closed-world model: runtime bean topology and classpath cannot change.
- Review profile and conditional-bean behavior during AOT processing.
- Run native integration tests against the produced executable.
Supply chain
- Generate an SBOM, scan the final image, and regularly rebuild on patched run images.
- Sign and attest release images where the delivery platform supports it.
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 uses Boot's jarmode=tools extraction in a builder stage. 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
- Native images: https://docs.spring.io/spring-boot/reference/packaging/native-image/
Gotchas
- Agent assumes a passing JVM suite proves native compatibility - run the actual native executable.
- Agent adds broad reflection metadata - use the smallest runtime hints possible.
- Agent bakes secrets into layers - inject them only at runtime.
- Agent makes liveness depend on remote systems - use readiness for traffic dependencies.
- Agent selects native only for fashion - benchmark startup, memory, throughput, and build time.
- Agent copies nonexistent
target/dependenciesdirectories - extract the packaged jar in a builder stage.
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