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 Global-mindee/WAY --skill springboot-patternsgit clone --depth 1 https://github.com/Global-mindee/WAYWrote 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/global-mindee/way/springboot-patterns)<a href="https://agentmods.dev/skills/global-mindee/way/springboot-patterns"><img src="https://agentmods.dev/badge/skills/global-mindee/way/springboot-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/global-mindee/way/springboot-patterns"><img src="https://agentmods.dev/badge/skills/global-mindee/way/springboot-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 | $0.00021 | $0.01117 |
| Opus 5 | $0.00010 | $0.00558 |
| Sonnet 5 | $0.00004 | $0.00223 |
| Haiku 4.5 | $0.00002 | $0.00112 |
Grade A, and why
springboot-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 6d 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 — 161 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Spring Boot Patterns
Layered Architecture
src/main/java/com/example/app/
config/ # @Configuration beans
controller/ # @RestController (thin, delegates to service)
service/ # @Service (business logic)
repository/ # @Repository (data access via JPA)
model/
entity/ # @Entity JPA classes
dto/ # Request/response DTOs
mapper/ # MapStruct or manual mapping
exception/ # @ControllerAdvice, custom exceptions
security/ # SecurityFilterChain, JWT filters
Controllers handle HTTP concerns. Services contain business logic. Repositories handle persistence.
REST Controller
@RestController
@RequestMapping("/api/v1/orders")
@RequiredArgsConstructor
public class OrderController {
private final OrderService orderService;
@GetMapping
public Page<OrderResponse> list(
@RequestParam(defaultValue = "0") int page,
@RequestParam(defaultValue = "20") int size) {
return orderService.findAll(PageRequest.of(page, size));
}
@PostMapping
@ResponseStatus(HttpStatus.CREATED)
public OrderResponse create(@Valid @RequestBody CreateOrderRequest request) {
return orderService.create(request);
}
@GetMapping("/{id}")
public OrderResponse getById(@PathVariable UUID id) {
return orderService.findById(id);
}
}
JPA Entity and Repository
@Entity
@Table(name = "orders")
@Getter @Setter @NoArgsConstructor
public class Order {
@Id
@GeneratedValue(strategy = GenerationType.UUID)
private UUID id;
@ManyToOne(fetch = FetchType.LAZY)
@JoinColumn(name = "customer_id", nullable = false)
private Customer customer;
@OneToMany(mappedBy = "order", cascade = CascadeType.ALL, orphanRemoval = true)
private List<OrderItem> items = new ArrayList<>();
@Enumerated(EnumType.STRING)
private OrderStatus status = OrderStatus.PENDING;
@CreationTimestamp
private Instant createdAt;
}
public interface OrderRepository extends JpaRepository<Order, UUID> {
@Query("SELECT o FROM Order o JOIN FETCH o.items WHERE o.customer.id = :customerId")
List<Order> findByCustomerWithItems(@Param("customerId") UUID customerId);
@EntityGraph(attributePaths = {"customer", "items"})
Optional<Order> findWithDetailsById(UUID id);
}
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.
- 6d ago First seen · 161 lines · 21 tokens per session scan A 8745017bb4d4
springboot-patterns is a skill published in the GitHub repository Global-mindee/WAY (11 stars, last pushed 2d ago), licensed MIT. It adds 21 tokens to every session and 1,117 once invoked, about $0.0001 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.
Other skills, from other repositories
browser-spa-framework
Architecture/conventions for the Echo browser SPA: Go stdlib server :3740, Vite-built TS+JS SPA (embedded web/dist), JSON envelope, WebSocket hub, chat tool loop, shared appdata echo.json, internal/tools registry, tool-generated media transport (Phase 0/1), and the file-browser image/video/audio preview surface…
annie-universal-api-orchestrator
Use AGNT's stored OAuth tokens and API keys for a third-party API only when no suitable authenticated AGNT tool exists or a working tool lacks the required API capability. Existing provider tools are always the first choice.
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
mem0-oss-to-platform
Plan and then execute a migration of a project from the mem0 open-source / self-hosted SDK (the local Memory class) to the mem0 Platform / hosted / managed SDK (the MemoryClient class). Use this whenever a developer wants to move, switch, or migrate their mem0 usage off OSS/self-hosted to the hosted API — e.g.…
Cortex
Operate Cortex, the LifeOS memory system — the typed Knowledge Archive (People, Companies, Ideas, Research with typed related: links) plus recall of prior work sessions, ISAs, and conversations. Search, add, harvest, develop, ingest, distill, graph-navigate, recall. USE WHEN cortex, knowledge, knowledge base, search…
azure-mgmt-botservice-dotnet
Azure Resource Manager SDK for Bot Service in .NET. Management plane operations for creating and managing Azure Bot resources, channels (Teams, DirectLine, Slack), and connection settings. Triggers: "Bot Service", "BotResource", "Azure Bot", "DirectLine channel", "Teams channel", "bot management .NET", "create bot".