Comprehensive developer toolkit providing reusable skills for Java/Spring Boot, TypeScript/NestJS/React/Next.js, Python, PHP, AWS CloudFormation, AI/RAG, DevOps, and more.
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Quick reference to the GraalVM Native Image skill for building high-performance native executables from Java applications. See individual skill files for complete details.
| Skill | Purpose |
|---|---|
| graalvm-native-image | Build native executables from Java applications, optimize cold start times, reduce memory footprint, configure native build tools, resolve reflection/resource issues |
File: skills/graalvm-native-image/SKILL.md
Build native executables from Java applications using GraalVM Native Image, dramatically reducing startup time and memory consumption.
When to use:
ClassNotFoundException, NoSuchMethodException, or missing resource errors in native buildsreflect-config.json, resource-config.json, or other GraalVM metadata filesRuntimeHints for Spring Boot native supportAdd the native profile to pom.xml:
./mvnw -Pnative packageApply the native plugin:
./gradlew nativeCompileRuntimeHintsRegistrarprocess-aot goal1. graalvm-native-image → Analyze project and detect framework
2. Configure build tools → Maven native profile or Gradle plugin
3. Run native build → ./mvnw -Pnative package
4. Fix metadata issues → Iterative error resolution
5. Validate and benchmark → Measure startup and memory1. Execute native build → ./mvnw -Pnative package
2. Parse build errors → Identify root cause
3. Apply fixes → Update metadata files
4. Rebuild and verify → Repeat until success
5. Use tracing agent → For complex projects| Concept | Description |
|---|---|
| AOT Compilation | Ahead-of-time compilation to native executable |
| Closed-world assumption | All code paths must be known at build time |
| Reachability Metadata | Configuration for reflection, resources, proxies |
| Tracing Agent | Tool to automatically collect reachability metadata |
| Metric | JVM | Native | Improvement |
|---|---|---|---|
| Startup time | ~2-5s | ~50-200ms | 10-100x |
| Memory (RSS) | ~200-500MB | ~30-80MB | 3-10x |
| Binary size | JRE + JARs | Single binary | Simplified |
Note: For complete patterns and examples, see the individual skill file at skills/graalvm-native-image/SKILL.md
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