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 jabrena/plinth --skill 522-frameworks-micronaut-testing-integration-testsgit clone --depth 1 https://github.com/jabrena/plinthWrote 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/jabrena/plinth/522-frameworks-micronaut-testing-integration-tests)<a href="https://agentmods.dev/skills/jabrena/plinth/522-frameworks-micronaut-testing-integration-tests"><img src="https://agentmods.dev/badge/skills/jabrena/plinth/522-frameworks-micronaut-testing-integration-tests/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/jabrena/plinth/522-frameworks-micronaut-testing-integration-tests"><img src="https://agentmods.dev/badge/skills/jabrena/plinth/522-frameworks-micronaut-testing-integration-tests.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00137 | $0.00727 |
| Opus 5 | $0.00068 | $0.00364 |
| Sonnet 5 | $0.00027 | $0.00145 |
| Haiku 4.5 | $0.00014 | $0.00073 |
Grade A, and why
522-frameworks-micronaut-testing-integration-tests 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 7d 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 — 65 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Micronaut Integration Testing
Prove real wiring in Micronaut with containers and HTTP.
What is covered in this Skill?
- Scope: contracts and boundaries, not duplicated unit-test logic
- TestPropertyProvider + static @Container for JDBC/Kafka properties
- HttpClient full-stack HTTP assertions
- @MicronautTest(transactional = true) for rollback where supported
- Shared containers per class; pinned image tags
- Maven Surefire/Failsafe: *Test / *Tests vs *IT / *AT; explicit plugin includes and excludes
Scope: Apply recommendations based on the reference rules and good/bad code examples.
Constraints
Before applying any integration test changes, ensure the project compiles. If compilation fails, stop immediately. After applying improvements, run full verification.
- MANDATORY: Run
./mvnw compileormvn compilebefore applying any change - PREREQUISITE: Project must compile successfully and pass basic validation checks before any test refactoring
- CRITICAL SAFETY: If compilation fails, IMMEDIATELY STOP and DO NOT CONTINUE with any recommendations
- BLOCKING CONDITION: Compilation errors must be resolved by the user before proceeding with integration test changes
- NO EXCEPTIONS: Under no circumstances should testing recommendations be applied to a project that fails to compile
- VERIFY: Run
./mvnw clean verifyormvn clean verifyafter applying improvements - BEFORE APPLYING: Read the reference for detailed rules and examples
When to use this skill
- Add Micronaut integration tests with Testcontainers
- Wire dynamic datasource or broker URLs for @MicronautTest
- Write @MicronautTest integration tests with Testcontainers
- Configure replacement beans for Micronaut integration tests
- Review Micronaut integration test lifecycle and resources
Workflow
- Read reference and assess project context
Read references/522-frameworks-micronaut-testing-integration-tests.md and inspect the current project setup before proposing changes.
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.
- 7d ago First seen · 65 lines · 137 tokens per session scan A f50a07ed3f1b
522-frameworks-micronaut-testing-integration-tests is a skill published in the GitHub repository jabrena/plinth (438 stars, last pushed yesterday), licensed Apache-2.0. It adds 137 tokens to every session and 727 once invoked, about $0.0007 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 2026-09-03.
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Run an A/B codex review experiment — holistic codex review vs 3 focused dimension passes (security, ecto, liveview) on the branch diff, classify findings, report a panel-value verdict. Use when the branch is fresh, before any codex review runs.
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