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 loiane/specs-driven-development-spring-angular --skill junit5-testcontainers-patternsgit clone --depth 1 https://github.com/loiane/specs-driven-development-spring-angularWrote 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/loiane/specs-driven-development-spring-angular/junit5-testcontainers-patterns)<a href="https://agentmods.dev/skills/loiane/specs-driven-development-spring-angular/junit5-testcontainers-patterns"><img src="https://agentmods.dev/badge/skills/loiane/specs-driven-development-spring-angular/junit5-testcontainers-patterns/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/loiane/specs-driven-development-spring-angular/junit5-testcontainers-patterns"><img src="https://agentmods.dev/badge/skills/loiane/specs-driven-development-spring-angular/junit5-testcontainers-patterns.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 | $0.00050 | $0.01343 |
| Opus 5.5 | $0.00020 | $0.00537 |
| Sonnet 5.5 | $0.00010 | $0.00269 |
| Haiku 4.5 | $0.00005 | $0.00134 |
Grade A, and why
junit5-testcontainers-patterns 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 1mo 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 — 131 lines — stays where its author put it; the contents beside it link to each section on GitHub.
JUnit 5 + Testcontainers patterns
Choose the smallest scope that covers the AC
| AC type | Use |
|---|---|
| Pure logic (calculator, validator, mapper) | Plain JUnit 5, no Spring |
| Controller validation, status codes, JSON shape | @WebMvcTest |
| JPA query / mapping | @DataJpaTest + Testcontainers (@ServiceConnection) |
| End-to-end through HTTP, with DB / external | @SpringBootTest(webEnvironment = RANDOM_PORT) + Testcontainers |
| Cache, security filter chain, bean wiring | targeted slice (e.g. @WebMvcTest + @Import) |
@SpringBootTest is a last resort. If a slice test can cover it, use the slice.
Naming + traceability
-
Every
@Testand@ParameterizedTestmethod MUST carry@DisplayName. No exceptions — write the display name before the test body so articulating it forces clarity about what the test verifies. (Project rule:feedback_displayname_on_every_test.md.) -
The full annotation block on every test method is all three lines, in this order:
@Test @Tag("AC-007") @DisplayName("AC-007: given expired gift card, when applied, then returns 4xx") void appliesExpiredGiftCard() { ... } -
Display-name format for AC-traced tests:
"<T-ID>: given <precondition>, when <action>, then <outcome>". Short BDD-style sentence is acceptable for utility/regression tests not tied to a specific AC. -
@Tag("AC-NNN")makes the test machine-readable for the traceability matrix. -
One AC per test method when feasible.
-
The simplify phase audits every newly-authored or modified test in the diff for
@DisplayName— that's the safety net if the red phase missed it.
Testcontainers with @ServiceConnection (Spring Boot 4)
@DataJpaTest
@Testcontainers
class GiftCardRepositoryTest {
@Container @ServiceConnection
static PostgreSQLContainer<?> postgres = new PostgreSQLContainer<>("postgres:17-alpine");
@Autowired GiftCardRepository repo;
@Test
@DisplayName("AC-004: given a new gift card, when saved and reloaded, then balance is preserved")
@Tag("AC-004")
void persistsBalance() {
var saved = repo.save(GiftCard.with(BigDecimal.valueOf(100)));
assertThat(repo.findById(saved.id()).orElseThrow().balance())
.isEqualByComparingTo("100");
}
}
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.
- 1mo ago First seen · 131 lines · 50 tokens per session scan A 882073908baf
junit5-testcontainers-patterns is a skill published in the GitHub repository loiane/specs-driven-development-spring-angular (62 stars, last pushed 9d ago), licensed MIT. It adds 50 tokens to every session and 1,343 once invoked, about $0.0002 per session on Opus 5.5. 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 2026-08-30.
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