Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add kinhluan/rules-quarkus-skills --skill quarkus-expertgit clone --depth 1 https://github.com/kinhluan/rules-quarkus-skillsWrote 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-expert)<a href="https://agentmods.dev/skills/kinhluan/rules-quarkus-skills/quarkus-expert"><img src="https://agentmods.dev/badge/skills/kinhluan/rules-quarkus-skills/quarkus-expert/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-expert"><img src="https://agentmods.dev/badge/skills/kinhluan/rules-quarkus-skills/quarkus-expert.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 | $0.00834 |
| Opus 5 | $0.00018 | $0.00417 |
| Sonnet 5 | $0.00007 | $0.00167 |
| Haiku 4.5 | $0.00004 | $0.00083 |
Grade A, and why
quarkus-expert 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 — 76 lines — stays where its author put it; the contents beside it link to each section on GitHub.
quarkus-expert
Keyword: quarkus | Platforms: gemini,claude,codex
High-Performance Quarkus Framework Expert Skill - Deep production-grade knowledge of the Quarkus ecosystem.
Core Mandates
- Build-Time First: Move processing to augmentation phase, minimize runtime classpath scanning
- Java 21+ Excellence: Leverage Virtual Threads (
@RunOnVirtualThread) for blocking operations - Reactive Discipline: Use Mutiny (
Uni,Multi) for non-blocking I/O - Dependency Discipline: Always use Quarkus BOM for version management
- Constructor Injection: Mandate constructor injection over field injection
Architectural Patterns
Persistence Strategy
- Imperative: Hibernate ORM with Panache (Active Record or Repository pattern)
- Reactive: Reactive SQL Clients (MySQL, PostgreSQL, Oracle)
- Dev Services: Zero-config databases and brokers during development
Cloud-Native Observability
- OpenTelemetry (OTel): Standard for tracing and metrics
- Health Checks: Implement
LivenessandReadinessprobes using MicroProfile Health
Security Architecture
- Use Proactive Authentication and RBAC with
@RolesAllowed - Prefer OIDC/JWT for stateless microservices
Testing
- Integration Testing: Use
@QuarkusTestfor full-stack tests - Mocking: Utilize
@InjectMockand@InjectSpy - Parity: Use Testcontainers via Dev Services
Extension Development
- Build-Time (Deployment): Write
BuildStepmethods for bean registration, bytecode generation - Runtime Init: Differentiate between
STATIC_INITandRUNTIME_INIT
Troubleshooting
- ClassLoader Leaks: Monitor custom dynamic class loading
- ContextNotActiveException: Ensure CDI contexts propagate correctly with Mutiny
- Native Image Failures: Analyze reports and provide
reflection-config.json
🌐 Knowledge Sources & Deep Dives
Directive: Use
web_fetchto read specific guides if the user's question involves a particular extension (e.g., Hibernate, Kafka, OIDC).
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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 · 76 lines · 36 tokens per session scan A ead34b45b0be
quarkus-expert 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 834 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.
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