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 rrezartprebreza/spring-boot-skills --skill testing-pyramidgit clone --depth 1 https://github.com/rrezartprebreza/spring-boot-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/rrezartprebreza/spring-boot-skills/testing-pyramid)<a href="https://agentmods.dev/skills/rrezartprebreza/spring-boot-skills/testing-pyramid"><img src="https://agentmods.dev/badge/skills/rrezartprebreza/spring-boot-skills/testing-pyramid/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/rrezartprebreza/spring-boot-skills/testing-pyramid"><img src="https://agentmods.dev/badge/skills/rrezartprebreza/spring-boot-skills/testing-pyramid.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 | $0.00044 | $0.01428 |
| Opus 5 | $0.00022 | $0.00714 |
| Sonnet 5 | $0.00009 | $0.00286 |
| Haiku 4.5 | $0.00004 | $0.00143 |
Grade A, and why
testing-pyramid 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 10d 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 — 197 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Testing Pyramid
Structure
Unit Tests — fast, no Spring context, mock dependencies (70%)
Slice Tests — partial Spring context (@WebMvcTest, @DataJpaTest) (20%)
Integration Tests — full context + real DB via Testcontainers (10%)
Unit Tests — Services
@ExtendWith(MockitoExtension.class)
class OrderServiceTest {
@Mock private OrderRepository orderRepository;
@Mock private InventoryService inventoryService;
@InjectMocks private OrderService orderService;
@Test
void createOrder_whenItemsAvailable_shouldSaveAndReturnOrder() {
// Given
var request = new CreateOrderRequest("[email protected]", List.of(new OrderItemRequest(UUID.randomUUID(), 2)));
var savedOrder = Order.create("[email protected]");
when(orderRepository.save(any(Order.class))).thenReturn(savedOrder);
doNothing().when(inventoryService).reserve(any());
// When
Order result = orderService.createOrder(request);
// Then
assertThat(result).isNotNull();
assertThat(result.getCustomerEmail()).isEqualTo("[email protected]");
verify(inventoryService).reserve(request.items());
verify(orderRepository).save(any(Order.class));
}
@Test
void createOrder_whenInventoryUnavailable_shouldThrowException() {
// Given
var request = new CreateOrderRequest("[email protected]", List.of());
doThrow(new InsufficientInventoryException("Out of stock"))
.when(inventoryService).reserve(any());
// When / Then
assertThatThrownBy(() -> orderService.createOrder(request))
.isInstanceOf(InsufficientInventoryException.class)
.hasMessage("Out of stock");
}
}
Slice Tests — Controllers (@WebMvcTest)
@WebMvcTest(OrderController.class)
class OrderControllerTest {
@Autowired MockMvc mockMvc;
@Autowired ObjectMapper objectMapper;
@MockitoBean OrderService orderService; // Spring Boot 3.4+: @MockBean is deprecated
@Test
@WithMockUser(roles = "USER")
void createOrder_withValidRequest_shouldReturn201() throws Exception {
// Given
var request = new CreateOrderRequest("[email protected]", List.of());
var order = Order.create("[email protected]");
when(orderService.createOrder(any())).thenReturn(order);
// When / Then
mockMvc.perform(post("/api/v1/orders")
.contentType(MediaType.APPLICATION_JSON)
.content(objectMapper.writeValueAsString(request)))
.andExpect(status().isCreated())
.andExpect(jsonPath("$.success").value(true))
.andExpect(jsonPath("$.data.customerEmail").value("[email protected]"));
}
@Test
@WithMockUser
void createOrder_withInvalidRequest_shouldReturn400() throws Exception {
mockMvc.perform(post("/api/v1/orders")
.contentType(MediaType.APPLICATION_JSON)
.content("{}")) // missing required fields
.andExpect(status().isBadRequest())
.andExpect(jsonPath("$.success").value(false))
.andExpect(jsonPath("$.error.code").value("VALIDATION_FAILED"));
}
}
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.
- 10d ago First seen · 197 lines · 44 tokens per session scan A 00f7b2c54663
testing-pyramid is a skill published in the GitHub repository rrezartprebreza/spring-boot-skills (260 stars, last pushed 2d ago), licensed MIT. It adds 44 tokens to every session and 1,428 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 2026-08-30.
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go-testing
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