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 vaquarkhan/Fullstack-development-agent-skills --skill micronaut-reactive-microservicesgit clone --depth 1 https://github.com/vaquarkhan/Fullstack-development-agent-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/vaquarkhan/fullstack-development-agent-skills/micronaut-reactive-microservices)<a href="https://agentmods.dev/skills/vaquarkhan/fullstack-development-agent-skills/micronaut-reactive-microservices"><img src="https://agentmods.dev/badge/skills/vaquarkhan/fullstack-development-agent-skills/micronaut-reactive-microservices/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/vaquarkhan/fullstack-development-agent-skills/micronaut-reactive-microservices"><img src="https://agentmods.dev/badge/skills/vaquarkhan/fullstack-development-agent-skills/micronaut-reactive-microservices.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 | $0.00049 | $0.00515 |
| Opus 5 | $0.00024 | $0.00258 |
| Sonnet 5 | $0.00010 | $0.00103 |
| Haiku 4.5 | $0.00005 | $0.00052 |
Grade A, and why
micronaut-reactive-microservices 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 — 60 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Micronaut Reactive Microservices
Use When
- Building reactive Java microservices with Micronaut
- Compile-time dependency injection and fast startup are priorities
- Non-blocking integration with databases, HTTP clients, or messaging
Workflow
- Define @Controller endpoints returning Mono/Flux for I/O-bound work.
- Use @Singleton services with constructor injection (compile-time validated).
- Configure Netty server, connection pools, and reactive data access.
- Add Micronaut Security, validation, and OpenAPI where needed.
- Verify with @MicronautTest and Testcontainers for integration paths.
Required Checks
- Blocking calls not on event loop thread (use schedulers or blocking executor)
- HTTP client timeouts and retry policies configured explicitly
- Secrets via environment; no credentials in application.yml committed to git
- GraalVM native hints or build args documented if targeting native
Examples And Templates
See examples/ for side-by-side good vs bad patterns agents commonly get wrong.
See templates/ for copy-paste starters aligned with this skill.
Decision Framework
- Prefer reactive end-to-end for high fan-out I/O; use blocking MVC style only when team lacks reactive expertise.
- Use Micronaut Data for repository abstraction; avoid leaking entities in API responses.
- Use declarative HTTP clients (@Client) with explicit read timeouts.
- Enable distributed tracing via Micronaut Tracing + OpenTelemetry.
Common Rationalizations And Rebuttals
- "Blocking JDBC is fine on reactive threads." -> Blocks Netty event loop; offload or use reactive drivers.
- "Micronaut works like Spring." -> Annotation processors and config differ; follow Micronaut docs.
- "We can add timeouts later." -> Missing timeouts cause hung requests under load.
Evidence Pack
- Thread/event-loop safety review for blocking calls
- Client timeout and circuit breaker configuration
- Integration test output with Testcontainers
- Trace showing non-blocking request path
What ships with it
3 files 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 · 60 lines · 49 tokens per session scan A 9e210f716045
micronaut-reactive-microservices is a skill published in the GitHub repository vaquarkhan/Fullstack-development-agent-skills (2 stars, last pushed 6d ago), licensed MIT. It adds 49 tokens to every session and 515 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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