Agent skill

Graalvm Native Image

by giuseppe-trisciuoglio in giuseppe-trisciuoglio/developer-kit

Provides expert guidance for building GraalVM Native Image executables from Java applications.

MITAuto-check: notesBackend & APIs

Install Graalvm Native Image

skills CLI
$ npx skills add giuseppe-trisciuoglio/developer-kit --skill graalvm-native-image -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install giuseppe-trisciuoglio/developer-kit graalvm-native-image --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/giuseppe-trisciuoglio/developer-kit.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/developer-kit-java/skills/graalvm-native-image .claude/skills/graalvm-native-image && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
graalvm-native-image
GitHub stars
357
Token cost
~3.9k tokens
SKILL.md length
1,214 words
Files
7 (incl. references)
Skills in repo
115
Repo updated
First seen
Licence
MIT

At a glance

Provides expert guidance for building GraalVM Native Image executables from Java applications.

  • Works in 7 steps: Contextual Project Analysis → Build Tool Configuration → Framework-Specific Configuration → …
  • Converting JVM applications to native binaries
  • SKILL.md covers Overview, When to Use, Instructions and Best Practices, plus 3 more sections
  • Calls curl and java

What it does

Graalvm Native Image is an agent skill from giuseppe-trisciuoglio/developer-kit. Provides expert guidance for building GraalVM Native Image executables from Java applications. Use when converting JVM applications to native binaries, optimizing cold start times, reducing memory footprint, configuring native build tools for Maven or Gradle, resolving reflection and resource issues in native builds, or implementing framework-specific native support for Spring Boot, Quarkus, and Micronaut. Triggers include "graalvm native image", "native executable java", "java cold start optimization", "native…

Its SKILL.md is about 3.9k tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including reference files (for example `references/gradle-native-plugin.md`, `references/maven-native-profile.md` and `references/quarkus-micronaut-native.md`).

It sits in Backend & APIs, covering Backend development. It works with Java, Spring Boot and Gradle. The repository describes itself as: Modular plugin marketplace for Claude Code and agentic CLIs, with validated, spec-driven skills, agents, commands, and workflows for Java, TypeScript, Python, PHP, AWS, and AI. The licence is MIT.

When your agent uses it

  • Converting JVM applications to native binaries
  • Optimizing cold start times
  • Reducing memory footprint
  • Configuring native build tools for Maven

Example prompts

  • “graalvm native image”
  • “native executable java”
  • “java cold start optimization”
  • “/graalvm-native-image”

Requirements

  • Docker
  • Pre-approved tools (allowed-tools): Read, Write, Edit, Bash, Glob, Grep

Workflow steps

7 steps, taken from the step headings in SKILL.md.

  1. Contextual Project Analysis
  2. Build Tool Configuration
  3. Framework-Specific Configuration
  4. GraalVM Reachability Metadata
  5. The Iterative Fix Engine
  6. Validation and Benchmarking
  7. Docker Integration

What it can do on your machine

Read from SKILL.md and the folder at commit fe73fb3. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Write
    • Edit
    • Bash
    • Glob
    • Grep

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • curl
    • java

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md. Its commands use curl, which can reach the network depending on how they are called.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Graalvm Native Image loads about 3.9k tokens when it runs, and up to ~12k if it reads all its reference files. Until then it costs about 161 tokens; SKILL.md has 1,214 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~161
When it runs · the whole SKILL.md, loaded when a task matches
~3.9k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~12k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

  • NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
    allowed-tools: Read, Write, Edit, Bash, Glob, Grep

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from giuseppe-trisciuoglio/developer-kit at commit fe73fb3, republished under its MIT licence (© giuseppe-trisciuoglio). 1,214 words, ~3,859 tokens.

Download SKILL.mdSave it as .claude/skills/graalvm-native-image/SKILL.md (or your agent's skills folder). This skill also uses 6 other files; get the full folder from GitHub.
name
graalvm-native-image
description
Provides expert guidance for building GraalVM Native Image executables from Java applications. Use when converting JVM applications to native binaries, optimizing cold start times, reducing memory footprint, configuring native build tools for Maven or Gradle, resolving reflection and resource issues in native builds, or implementing framework-specific native support for Spring Boot, Quarkus, and Micronaut. Triggers include "graalvm native image", "native executable java", "java cold start optimization", "native build tools", "ahead of time compilation java", "reflection config graalvm", "native image build failure".
allowed-tools
Read, Write, Edit, Bash, Glob, Grep

GraalVM Native Image for Java Applications

Expert skill for building high-performance native executables from Java applications using GraalVM Native Image, dramatically reducing startup time and memory consumption.

Overview

GraalVM Native Image compiles Java applications ahead-of-time (AOT) into standalone native executables. These executables start in milliseconds, require significantly less memory than JVM-based deployments, and are ideal for serverless functions, CLI tools, and microservices where fast startup and low resource usage are critical.

This skill provides a structured workflow to migrate JVM applications to native binaries, covering build tool configuration, framework-specific patterns, reflection metadata management, and an iterative approach to resolving native build failures.

When to Use

Use this skill when:

  • Converting a JVM-based Java application to a GraalVM native executable
  • Optimizing cold start times for serverless or containerized deployments
  • Reducing memory footprint (RSS) of Java microservices
  • Configuring Maven or Gradle with GraalVM Native Build Tools
  • Resolving ClassNotFoundException, NoSuchMethodException, or missing resource errors in native builds
  • Generating or editing reflect-config.json, resource-config.json, or other GraalVM metadata files
  • Using the GraalVM tracing agent to collect reachability metadata
  • Implementing RuntimeHints for Spring Boot native support
  • Building native images with Quarkus or Micronaut

Instructions

1. Contextual Project Analysis

Before any configuration, analyze the project to determine the build tool, framework, and dependencies:

Detect the build tool:

bash
# Check for Maven
if [ -f "pom.xml" ]; then
    echo "Build tool: Maven"
    # Check for Maven wrapper
    [ -f "mvnw" ] && echo "Maven wrapper available"
fi

# Check for Gradle
if [ -f "build.gradle" ] || [ -f "build.gradle.kts" ]; then
    echo "Build tool: Gradle"
    [ -f "build.gradle.kts" ] && echo "Kotlin DSL"
    [ -f "gradlew" ] && echo "Gradle wrapper available"
fi

Detect the framework by analyzing dependencies:

  • Spring Boot: Look for spring-boot-starter-* in pom.xml or build.gradle
  • Quarkus: Look for quarkus-* dependencies
  • Micronaut: Look for micronaut-* dependencies
  • Plain Java: No framework dependencies detected

Check the Java version:

bash
java -version 2>&1
# GraalVM Native Image requires Java 17+ (recommended: Java 21+)

Identify potential native image challenges:

  • Reflection-heavy libraries (Jackson, Hibernate, JAXB)
  • Dynamic proxy usage (JDK proxies, CGLIB)
  • Resource bundles and classpath resources
  • JNI or native library dependencies
  • Serialization requirements
2. Build Tool Configuration

Configure the appropriate build tool plugin based on the detected environment.

For Maven projects, add a dedicated native profile to keep the standard build clean. See the Maven Native Profile Reference for full configuration.

Key Maven setup:

xml
<profiles>
  <profile>
    <id>native</id>
    <build>
      <plugins>
        <plugin>
          <groupId>org.graalvm.buildtools</groupId>
          <artifactId>native-maven-plugin</artifactId>
          <version>0.10.6</version>
          <extensions>true</extensions>
          <executions>
            <execution>
              <id>build-native</id>
              <goals>
                <goal>compile-no-fork</goal>
              </goals>
              <phase>package</phase>
            </execution>
          </executions>
          <configuration>
            <imageName>${project.artifactId}</imageName>
            <buildArgs>
              <buildArg>--no-fallback</buildArg>
            </buildArgs>
          </configuration>
        </plugin>
      </plugins>
    </build>
  </profile>
</profiles>

Build with: ./mvnw -Pnative package

For Gradle projects, apply the org.graalvm.buildtools.native plugin. See the Gradle Native Plugin Reference for full configuration.

Key Gradle setup (Kotlin DSL):

kotlin
plugins {
    id("org.graalvm.buildtools.native") version "0.10.6"
}

graalvmNative {
    binaries {
        named("main") {
            imageName.set(project.name)
            buildArgs.add("--no-fallback")
        }
    }
}

Build with: ./gradlew nativeCompile

3. Framework-Specific Configuration

Each framework has its own AOT strategy. Apply the correct configuration based on the detected framework.

Spring Boot (3.x+): Spring Boot has built-in GraalVM support with AOT processing. See the Spring Boot Native Reference for patterns including RuntimeHints, @RegisterReflectionForBinding, and test support.

Key points:

  • Use spring-boot-starter-parent 3.x+ which includes the native profile
  • Register reflection hints via RuntimeHintsRegistrar
  • Run AOT processing with process-aot goal
  • Build with: ./mvnw -Pnative native:compile or ./gradlew nativeCompile

Quarkus and Micronaut: These frameworks are designed native-first and require minimal additional configuration. See the Quarkus & Micronaut Reference.

4. GraalVM Reachability Metadata

Native Image uses a closed-world assumption — all code paths must be known at build time. Dynamic features like reflection, resources, and proxies require explicit metadata configuration.

Metadata files are placed in META-INF/native-image/<group.id>/<artifact.id>/:

FilePurpose
reachability-metadata.jsonUnified metadata (reflection, resources, JNI, proxies, bundles, serialization)
reflect-config.jsonLegacy: Reflection registration
resource-config.jsonLegacy: Resource inclusion patterns
proxy-config.jsonLegacy: Dynamic proxy interfaces
serialization-config.jsonLegacy: Serialization registration
jni-config.jsonLegacy: JNI access registration

See the Reflection & Resource Config Reference for complete format and examples.

5. The Iterative Fix Engine

Native image builds often fail due to missing metadata. Follow this iterative approach:

Step 1 — Execute the native build:

bash
# Maven
./mvnw -Pnative package 2>&1 | tee native-build.log

# Gradle
./gradlew nativeCompile 2>&1 | tee native-build.log

Step 2 — Parse build errors and identify the root cause:

Common error patterns and their fixes:

Error PatternCauseFix
ClassNotFoundException: com.example.MyClassMissing reflection metadataAdd to reflect-config.json or use @RegisterReflectionForBinding
NoSuchMethodExceptionMethod not registered for reflectionAdd method to reflection config
MissingResourceExceptionResource not included in native imageAdd to resource-config.json
Proxy class not foundDynamic proxy not registeredAdd interface list to proxy-config.json
UnsupportedFeatureException: SerializationMissing serialization metadataAdd to serialization-config.json

Step 3 — Apply fixes by updating the appropriate metadata file or using framework annotations.

Step 4 — Rebuild and verify. Repeat until the build succeeds.

Step 5 — If manual fixes are insufficient, use the GraalVM tracing agent to collect reachability metadata automatically. See the Tracing Agent Reference.

6. Validation and Benchmarking

Once the native build succeeds:

Verify the executable runs correctly:

bash
# Run the native executable
./target/<app-name>

# For Spring Boot, verify the application context loads
curl http://localhost:8080/actuator/health

Measure startup time:

bash
# Time the startup
time ./target/<app-name>

# For Spring Boot, check the startup log
./target/<app-name> 2>&1 | grep "Started .* in"

Measure memory footprint (RSS):

bash
# On Linux
ps -o rss,vsz,comm -p $(pgrep <app-name>)

# On macOS
ps -o rss,vsz,comm -p $(pgrep <app-name>)

Compare with JVM baseline:

MetricJVMNativeImprovement
Startup time~2-5s~50-200ms10-100x
Memory (RSS)~200-500MB~30-80MB3-10x
Binary sizeJRE + JARsSingle binarySimplified
7. Docker Integration

Build minimal container images with native executables:

dockerfile
# Multi-stage build
FROM ghcr.io/graalvm/native-image-community:21 AS builder
WORKDIR /app
COPY . .
RUN ./mvnw -Pnative package -DskipTests

# Minimal runtime image
FROM debian:bookworm-slim
COPY --from=builder /app/target/<app-name> /app/<app-name>
EXPOSE 8080
ENTRYPOINT ["/app/<app-name>"]

For Spring Boot applications, use paketobuildpacks/builder-jammy-tiny with Cloud Native Buildpacks:

bash
./mvnw -Pnative spring-boot:build-image
Show full SKILL.md (488 more words)Show less

Best Practices

  1. Start with the tracing agent on complex projects to generate an initial metadata baseline
  2. Use the native profile to keep native-specific config separate from standard builds
  3. Prefer --no-fallback to ensure a true native build (no JVM fallback)
  4. Test with nativeTest to run JUnit tests in native mode
  5. Use GraalVM Reachability Metadata Repository for third-party library metadata
  6. Minimize reflection — prefer constructor injection and compile-time DI where possible
  7. Include resource patterns explicitly rather than relying on classpath scanning
  8. Profile before and after — always measure startup and memory improvements
  9. Use Java 21+ for the best GraalVM compatibility and performance
  10. Keep GraalVM and Native Build Tools versions aligned

Examples

Example 1: Adding Native Support to a Spring Boot Maven Project

Scenario: You have a Spring Boot 3.x REST API and want to compile it to a native executable.

Step 1 — Add the native profile to pom.xml:

xml
<profiles>
  <profile>
    <id>native</id>
    <build>
      <plugins>
        <plugin>
          <groupId>org.springframework.boot</groupId>
          <artifactId>spring-boot-maven-plugin</artifactId>
          <executions>
            <execution>
              <id>process-aot</id>
              <goals>
                <goal>process-aot</goal>
              </goals>
            </execution>
          </executions>
        </plugin>
        <plugin>
          <groupId>org.graalvm.buildtools</groupId>
          <artifactId>native-maven-plugin</artifactId>
        </plugin>
      </plugins>
    </build>
  </profile>
</profiles>

Step 2 — Register reflection hints for DTOs:

java
@RestController
@RegisterReflectionForBinding({UserDto.class, OrderDto.class})
public class UserController {

    @GetMapping("/users/{id}")
    public UserDto getUser(@PathVariable Long id) {
        return userService.findById(id);
    }
}

Step 3 — Build and run:

bash
./mvnw -Pnative native:compile
./target/myapp
# Started MyApplication in 0.089 seconds
Example 2: Resolving a Reflection Error in Native Build

Scenario: Native build fails with ClassNotFoundException for a Jackson-serialized DTO.

Error output:

com.oracle.svm.core.jdk.UnsupportedFeatureError:
  Reflection registration missing for class com.example.dto.PaymentResponse

Fix — Add to src/main/resources/META-INF/native-image/reachability-metadata.json:

json
{
  "reflection": [
    {
      "type": "com.example.dto.PaymentResponse",
      "allDeclaredConstructors": true,
      "allDeclaredMethods": true,
      "allDeclaredFields": true
    }
  ]
}

Or use the Spring Boot annotation approach:

java
@RegisterReflectionForBinding(PaymentResponse.class)
@Service
public class PaymentService { /* ... */ }
Example 3: Using the Tracing Agent for a Complex Project

Scenario: A project with many third-party libraries needs comprehensive reachability metadata.

bash
# 1. Build the JAR
./mvnw package -DskipTests

# 2. Run with the tracing agent
java -agentlib:native-image-agent=config-output-dir=src/main/resources/META-INF/native-image \
    -jar target/myapp.jar

# 3. Exercise all endpoints
curl http://localhost:8080/api/users
curl -X POST http://localhost:8080/api/orders -H 'Content-Type: application/json' -d '{"item":"test"}'
curl http://localhost:8080/actuator/health

# 4. Stop the application (Ctrl+C), then build native
./mvnw -Pnative native:compile

# 5. Verify
./target/myapp

Constraints and Warnings

Critical Constraints
  • GraalVM Native Image requires Java 17+ (Java 21+ recommended for best compatibility)
  • Closed-world assumption: All code paths must be known at build time — dynamic class loading, runtime bytecode generation, and MethodHandles.Lookup may not work
  • Build time and memory: Native compilation is resource-intensive — expect 2-10 minutes and 4-8 GB RAM for typical projects
  • Not all libraries are compatible: Libraries relying heavily on reflection, dynamic proxies, or CGLIB may require extensive metadata configuration
  • AOT profiles are fixed at build time: Spring Boot @Profile and @ConditionalOnProperty are evaluated during AOT processing, not at runtime
Common Pitfalls
  • Forgetting --no-fallback: Without this flag, the build may silently produce a JVM fallback image instead of a true native executable
  • Incomplete tracing agent coverage: The agent only captures code paths exercised during the run — ensure all features are tested
  • Version mismatches: Keep GraalVM JDK, Native Build Tools plugin, and framework versions aligned to avoid incompatibilities
  • Classpath differences: The classpath at AOT/build time must match runtime — adding/removing JARs after native compilation causes failures
Security Considerations
  • Native executables are harder to decompile than JARs, but are not tamper-proof
  • Ensure secrets are not embedded in the native image at build time
  • Use environment variables or external config for sensitive data

Troubleshooting

IssueSolution
Build runs out of memoryIncrease build memory: -J-Xmx8g in buildArgs
Build takes too longUse build cache, reduce classpath, enable quick build mode for dev
Application crashes at runtimeMissing reflection/resource metadata — run tracing agent
Spring Boot context fails to loadCheck @Conditional beans and profile-dependent config
Third-party library not compatibleCheck GraalVM Reachability Metadata repo or add manual hints

© giuseppe-trisciuoglio, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 6 other files (references) in plugins/developer-kit-java/skills/graalvm-native-image of giuseppe-trisciuoglio/developer-kit.

  • SKILL.md
  • references/gradle-native-plugin.md
  • references/maven-native-profile.md
  • references/quarkus-micronaut-native.md
  • references/reflection-resource-config.md
  • references/spring-boot-native.md
  • references/tracing-agent.md

Open the folder on GitHubat commit fe73fb3

Compare with similar skills

Graalvm Native Image next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Graalvm Native Image compared with similar skills
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Starter Domain Revieweraxelixlabs/axelix148—~3.3kAutomated safety check: PassLGPL-3.0
Java ArchitectJeffallan/claude-skills12k—~1.5kAutomated safety check: PassMIT
Spring Mvc To Boot MigratorArabelaTso/Skills-4-SE253—~2.2kAutomated safety check: PassApache-2.0
Java Add Graalvm Native Image Supportgithub/awesome-copilot40k1 repos~3.2kAutomated safety check: PassMIT

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Categories

Questions about Graalvm Native Image

What does Graalvm Native Image do?

Provides expert guidance for building GraalVM Native Image executables from Java applications. Graalvm Native Image is an agent skill from giuseppe-trisciuoglio/developer-kit. Provides expert guidance for building GraalVM Native Image executables from Java applications.

When should I use Graalvm Native Image?

Graalvm Native Image fits situations like: converting JVM applications to native binaries; optimizing cold start times; reducing memory footprint; configuring native build tools for Maven.

How do I install Graalvm Native Image in Claude Code?

Run `npx skills add giuseppe-trisciuoglio/developer-kit --skill graalvm-native-image -a claude-code`. Or copy the skill folder (plugins/developer-kit-java/skills/graalvm-native-image in giuseppe-trisciuoglio/developer-kit) into .claude/skills/graalvm-native-image in your project. Claude Code loads it when a task matches its description.

How do I install Graalvm Native Image in Codex?

Run `npx skills add giuseppe-trisciuoglio/developer-kit --skill graalvm-native-image -a codex`. Or copy the skill folder (plugins/developer-kit-java/skills/graalvm-native-image in giuseppe-trisciuoglio/developer-kit) into .agents/skills/graalvm-native-image in your project. Codex loads it when a task matches its description.

Can I use Graalvm Native Image in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add giuseppe-trisciuoglio/developer-kit --skill graalvm-native-image -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/graalvm-native-image, .gemini/skills/graalvm-native-image, .github/skills/graalvm-native-image and .opencode/skills/graalvm-native-image in your project.

What does Graalvm Native Image need to run?

Going by SKILL.md and its folder, Graalvm Native Image needs the command-line tools its instructions call (curl and java). Our summary lists: Docker. Its frontmatter pre-approves these tools: Read, Write, Edit, Bash, Glob, Grep.

Does Graalvm Native Image access the network?

SKILL.md contains no URLs. Its commands use curl, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Graalvm Native Image safe to install?

Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.

What licence does Graalvm Native Image use?

Graalvm Native Image is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Graalvm Native Image use?

About 3.9k tokens (SKILL.md is roughly 15k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 8.6k tokens, read only when the agent opens those files.

What are the alternatives to Graalvm Native Image?

Skills that share tags, products or a category with Graalvm Native Image: Progen (sivaprasadreddy/sivalabs-agent-skills, 188 stars), Starter Domain Reviewer (axelixlabs/axelix, 148 stars), Java Architect (Jeffallan/claude-skills, 12k stars) and Spring Mvc To Boot Migrator (ArabelaTso/Skills-4-SE, 253 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Graalvm Native Image?

giuseppe-trisciuoglio (a GitHub user) maintains it in giuseppe-trisciuoglio/developer-kit, which has 357 GitHub stars. The repository holds 115 skills in this directory. The repository was last updated on September 10, 2026.

Source: giuseppe-trisciuoglio/developer-kit on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.