Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/kinhluan/rules-quarkus-skillsnpx agentmods add skills/kinhluan/rules-quarkus-skills/quarkus-nativeWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/kinhluan/rules-quarkus-skills/quarkus-native)<a href="https://agentmods.dev/skills/kinhluan/rules-quarkus-skills/quarkus-native"><img src="https://agentmods.dev/badge/skills/kinhluan/rules-quarkus-skills/quarkus-native/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/kinhluan/rules-quarkus-skills/quarkus-native"><img src="https://agentmods.dev/badge/skills/kinhluan/rules-quarkus-skills/quarkus-native.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00036 | $0.03061 |
| Opus 5 | $0.00018 | $0.01530 |
| Sonnet 5 | $0.00007 | $0.00612 |
| Haiku 4.5 | $0.00004 | $0.00306 |
Grade A, and why
quarkus-native scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 457 lines — stays where its author put it; the contents beside it link to each section on GitHub.
quarkus-native
Keyword: quarkus-native | Platforms: gemini,claude,codex
Quarkus Native Image Expert Skill - Specialized in building, optimizing, and troubleshooting native executables for Quarkus applications.
Core Mandates
- Closed-World Awareness: All classes, methods, and resources must be known at build time.
- Reflection Explicit: Register all reflection usage via
@RegisterForReflectionorreflection-config.json. - Resource Registration: All runtime resources must be declared in
resource-config.json. - Build-Time Initialization: Prefer build-time initialization for faster startup; use runtime init only for side-effect classes.
- Test in Native Mode: Always run
@QuarkusIntegrationTestagainst the native binary before production.
Quick Start: Native Build
Maven
# Build native executable
./mvnw package -Dnative
# Build in container (recommended for CI)
./mvnw package -Dnative -Dquarkus.native.container-build=true
# Build and run integration tests
./mvnw verify -Pnative
Gradle
# Build native executable
./gradlew build -Dquarkus.package.type=native
# Build in container
./gradlew build -Dquarkus.package.type=native -Dquarkus.native.container-build=true
Bazel (rules_quarkus)
# Using rules_quarkus
bazel build //:myapp_native
# With custom builder image
bazel build //:myapp_native \
--@rules_quarkus//native:builder_image=quay.io/quarkus/ubi-quarkus-mandrel-builder-image:jdk-21
Quarkus Native Configuration
Essential Properties
# === Build Type ===
quarkus.package.type=native
# === Container Build (Recommended) ===
quarkus.native.container-build=true
quarkus.native.builder-image=quay.io/quarkus/ubi-quarkus-mandrel-builder-image:jdk-21
# === Memory ===
quarkus.native.native-image-xmx=8g
# === Debugging ===
quarkus.native.additional-build-args=-H:+ReportExceptionStackTraces
# === Reports ===
quarkus.native.enable-reports=true
# Generates: target/reports/call_tree_*.txt, target/reports/reachable_methods.txt
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 11d ago First seen · 457 lines · 36 tokens per session scan A 8700a6ca5a08
quarkus-native is a skill published in the GitHub repository kinhluan/rules-quarkus-skills (3 stars, last pushed 3mo ago), licensed MIT. It adds 36 tokens to every session and 3,061 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other skills, from other repositories
java-coding-standards
Java coding standards for Spring Boot services: naming, immutability, Optional usage, streams, exceptions, generics, and project layout.
java-springboot-development
CIEL's framework for Java 17+ and Spring Boot 3+ development, security, and TDD.
tinystruct-patterns
Expert guidance for developing with the tinystruct Java framework. Use when working on the tinystruct codebase or any project built on tinystruct — including creating Application classes, @Action-mapped routes, unit tests, ActionRegistry, HTTP/CLI dual-mode handling, the built-in HTTP server, the event system, JSON…
springboot-patterns
Spring Boot architecture patterns, REST API design, layered services, data access, caching, async processing, and logging. Use for Java Spring Boot backend work.
springboot-patterns
Spring Boot architecture patterns, REST API design, layered services, data access, caching, async processing, and logging. Use for Java Spring Boot backend work.
quarkus-patterns
Quarkus 3.x LTS architecture patterns with Camel for messaging, RESTful API design, CDI services, data access with Panache, and async processing. Use for Java Quarkus backend work with event-driven architectures.