Progen
sivaprasadreddy/sivalabs-agent-skills
A skill your agent uses when the user wants to create/generate/scaffold a new Spring Boot project (Maven or Gradle, REST API / Web App / Spring Boot + Angular full stack).
Provides expert guidance for building GraalVM Native Image executables from Java applications.
$ npx skills add giuseppe-trisciuoglio/developer-kit --skill graalvm-native-image -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install giuseppe-trisciuoglio/developer-kit graalvm-native-image --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ 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-srcUse ~/.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/
Install the "graalvm-native-image" agent skill from https://github.com/giuseppe-trisciuoglio/developer-kit/tree/main/plugins/developer-kit-java/skills/graalvm-native-image into .claude/skills/graalvm-native-image/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "graalvm-native-image", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/giuseppe-trisciuoglio/developer-kit/tree/main/plugins/developer-kit-java/skills/graalvm-native-imageType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add giuseppe-trisciuoglio/developer-kit --skill graalvm-native-image -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install giuseppe-trisciuoglio/developer-kit graalvm-native-image --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/giuseppe-trisciuoglio/developer-kit.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/developer-kit-java/skills/graalvm-native-image .agents/skills/graalvm-native-image && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "graalvm-native-image" agent skill from https://github.com/giuseppe-trisciuoglio/developer-kit/tree/main/plugins/developer-kit-java/skills/graalvm-native-image into .agents/skills/graalvm-native-image/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "graalvm-native-image", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add giuseppe-trisciuoglio/developer-kit --skill graalvm-native-image -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install giuseppe-trisciuoglio/developer-kit graalvm-native-image --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/giuseppe-trisciuoglio/developer-kit.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/developer-kit-java/skills/graalvm-native-image .cursor/skills/graalvm-native-image && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "graalvm-native-image" agent skill from https://github.com/giuseppe-trisciuoglio/developer-kit/tree/main/plugins/developer-kit-java/skills/graalvm-native-image into .cursor/skills/graalvm-native-image/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "graalvm-native-image", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/giuseppe-trisciuoglio/developer-kit.git --path plugins/developer-kit-java/skills/graalvm-native-image--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add giuseppe-trisciuoglio/developer-kit --skill graalvm-native-image -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install giuseppe-trisciuoglio/developer-kit graalvm-native-image --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/giuseppe-trisciuoglio/developer-kit.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/developer-kit-java/skills/graalvm-native-image .gemini/skills/graalvm-native-image && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "graalvm-native-image" agent skill from https://github.com/giuseppe-trisciuoglio/developer-kit/tree/main/plugins/developer-kit-java/skills/graalvm-native-image into .gemini/skills/graalvm-native-image/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "graalvm-native-image", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install giuseppe-trisciuoglio/developer-kit graalvm-native-imageInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add giuseppe-trisciuoglio/developer-kit --skill graalvm-native-image -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/giuseppe-trisciuoglio/developer-kit.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/developer-kit-java/skills/graalvm-native-image .github/skills/graalvm-native-image && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "graalvm-native-image" agent skill from https://github.com/giuseppe-trisciuoglio/developer-kit/tree/main/plugins/developer-kit-java/skills/graalvm-native-image into .github/skills/graalvm-native-image/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "graalvm-native-image", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add giuseppe-trisciuoglio/developer-kit --skill graalvm-native-image -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install giuseppe-trisciuoglio/developer-kit graalvm-native-image --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/giuseppe-trisciuoglio/developer-kit.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/developer-kit-java/skills/graalvm-native-image .opencode/skills/graalvm-native-image && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "graalvm-native-image" agent skill from https://github.com/giuseppe-trisciuoglio/developer-kit/tree/main/plugins/developer-kit-java/skills/graalvm-native-image into .opencode/skills/graalvm-native-image/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "graalvm-native-image", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
graalvm-native-imageProvides 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. 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.
7 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit fe73fb3. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadWriteEditBashGlobGrepFrom allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
curljavaFrom the folder's file list and the shell code blocks in SKILL.md.
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.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
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.
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.
The automated check noted patterns worth knowing about, such as sudo or a known installer.
allowed-tools: Read, Write, Edit, Bash, Glob, GrepAutomated 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.
The full file from giuseppe-trisciuoglio/developer-kit at commit fe73fb3, republished under its MIT licence (© giuseppe-trisciuoglio). 1,214 words, ~3,859 tokens.
.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.Expert skill for building high-performance native executables from Java applications using GraalVM Native Image, dramatically reducing startup time and memory consumption.
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.
Use this skill when:
ClassNotFoundException, NoSuchMethodException, or missing resource errors in native buildsreflect-config.json, resource-config.json, or other GraalVM metadata filesRuntimeHints for Spring Boot native supportBefore any configuration, analyze the project to determine the build tool, framework, and dependencies:
Detect the build tool:
# 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"
fiDetect the framework by analyzing dependencies:
spring-boot-starter-* in pom.xml or build.gradlequarkus-* dependenciesmicronaut-* dependenciesCheck the Java version:
java -version 2>&1
# GraalVM Native Image requires Java 17+ (recommended: Java 21+)Identify potential native image challenges:
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:
<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):
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
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:
spring-boot-starter-parent 3.x+ which includes the native profileRuntimeHintsRegistrarprocess-aot goal./mvnw -Pnative native:compile or ./gradlew nativeCompileQuarkus and Micronaut: These frameworks are designed native-first and require minimal additional configuration. See the Quarkus & Micronaut Reference.
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>/:
| File | Purpose |
|---|---|
reachability-metadata.json | Unified metadata (reflection, resources, JNI, proxies, bundles, serialization) |
reflect-config.json | Legacy: Reflection registration |
resource-config.json | Legacy: Resource inclusion patterns |
proxy-config.json | Legacy: Dynamic proxy interfaces |
serialization-config.json | Legacy: Serialization registration |
jni-config.json | Legacy: JNI access registration |
See the Reflection & Resource Config Reference for complete format and examples.
Native image builds often fail due to missing metadata. Follow this iterative approach:
Step 1 — Execute the native build:
# Maven
./mvnw -Pnative package 2>&1 | tee native-build.log
# Gradle
./gradlew nativeCompile 2>&1 | tee native-build.logStep 2 — Parse build errors and identify the root cause:
Common error patterns and their fixes:
| Error Pattern | Cause | Fix |
|---|---|---|
ClassNotFoundException: com.example.MyClass | Missing reflection metadata | Add to reflect-config.json or use @RegisterReflectionForBinding |
NoSuchMethodException | Method not registered for reflection | Add method to reflection config |
MissingResourceException | Resource not included in native image | Add to resource-config.json |
Proxy class not found | Dynamic proxy not registered | Add interface list to proxy-config.json |
UnsupportedFeatureException: Serialization | Missing serialization metadata | Add 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.
Once the native build succeeds:
Verify the executable runs correctly:
# Run the native executable
./target/<app-name>
# For Spring Boot, verify the application context loads
curl http://localhost:8080/actuator/healthMeasure startup time:
# 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):
# 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:
| 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 |
Build minimal container images with native executables:
# 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:
./mvnw -Pnative spring-boot:build-imagenative profile to keep native-specific config separate from standard builds--no-fallback to ensure a true native build (no JVM fallback)nativeTest to run JUnit tests in native modeScenario: 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:
<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:
@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:
./mvnw -Pnative native:compile
./target/myapp
# Started MyApplication in 0.089 secondsScenario: 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.PaymentResponseFix — Add to src/main/resources/META-INF/native-image/reachability-metadata.json:
{
"reflection": [
{
"type": "com.example.dto.PaymentResponse",
"allDeclaredConstructors": true,
"allDeclaredMethods": true,
"allDeclaredFields": true
}
]
}Or use the Spring Boot annotation approach:
@RegisterReflectionForBinding(PaymentResponse.class)
@Service
public class PaymentService { /* ... */ }Scenario: A project with many third-party libraries needs comprehensive reachability metadata.
# 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/myappMethodHandles.Lookup may not work@Profile and @ConditionalOnProperty are evaluated during AOT processing, not at runtime--no-fallback: Without this flag, the build may silently produce a JVM fallback image instead of a true native executable| Issue | Solution |
|---|---|
| Build runs out of memory | Increase build memory: -J-Xmx8g in buildArgs |
| Build takes too long | Use build cache, reduce classpath, enable quick build mode for dev |
| Application crashes at runtime | Missing reflection/resource metadata — run tracing agent |
| Spring Boot context fails to load | Check @Conditional beans and profile-dependent config |
| Third-party library not compatible | Check 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
SKILL.md and 6 other files (references) in plugins/developer-kit-java/skills/graalvm-native-image of giuseppe-trisciuoglio/developer-kit.
Open the folder on GitHubat commit fe73fb3
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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Graalvm Native Image this skillgiuseppe-trisciuoglio/developer-kit | 357 | — | ~3.9k | Automated safety check: Notes | MIT | |
| Progensivaprasadreddy/sivalabs-agent-skills | 188 | — | ~2.7k | Automated safety check: Notes | MIT | |
| Starter Domain Revieweraxelixlabs/axelix | 148 | — | ~3.3k | Automated safety check: Pass | LGPL-3.0 | |
| Java ArchitectJeffallan/claude-skills | 12k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Spring Mvc To Boot MigratorArabelaTso/Skills-4-SE | 253 | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | |
| Java Add Graalvm Native Image Supportgithub/awesome-copilot | 40k | 1 repos | ~3.2k | Automated safety check: Pass | MIT |
sivaprasadreddy/sivalabs-agent-skills
A skill your agent uses when the user wants to create/generate/scaffold a new Spring Boot project (Maven or Gradle, REST API / Web App / Spring Boot + Angular full stack).
axelixlabs/axelix
Reviews changes in sbs/starter-domain for technology-agnostic domain logic, forbidden production dependencies, and Java 11+ compatibility.
Jeffallan/claude-skills
Builds Spring Boot 3.x services on Java 21 with domain-driven design, WebFlux, JPA tuning and Spring Security using OAuth2 and JWT, verified by Maven or Gradle builds.
ArabelaTso/Skills-4-SE
Automatically migrate Spring MVC applications to Spring Boot.
github/awesome-copilot
GraalVM Native Image expert that adds native image support to Java applications, builds the project, analyzes build errors, applies fixes, and iterates until successful compilation using Oracle best…
softspark/ai-toolkit
Java: Spring Boot, CompletableFuture, records, sealed types, JPA/Hibernate, virtual threads.
giuseppe-trisciuoglio/developer-kit
Generates complete CRUD modules for NestJS applications with Drizzle ORM.
giuseppe-trisciuoglio/developer-kit
Provides patterns to configure Spring Boot Actuator for production-grade monitoring, health probes, secured management endpoints, and Micrometer metrics across JVM services.
giuseppe-trisciuoglio/developer-kit
Provides and generates complete CRUD workflows for Spring Boot 3 services.
giuseppe-trisciuoglio/developer-kit
Provides JWT authentication and authorization patterns for Spring Boot 3.5.x covering token generation with JJWT, Bearer/cookie authentication, database/OAuth2 integration, and RBAC/permission-based…
giuseppe-trisciuoglio/developer-kit
Provides advanced AWS CLI patterns for managing EC2, Lambda, S3, DynamoDB, RDS, VPC, IAM, and CloudWatch.
giuseppe-trisciuoglio/developer-kit
Posts review findings from a JSON file as inline comments on a GitHub Pull Request, attaching each comment to its file and line.
Works with
Categories
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.