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 kousen/claude-code-training --skill spring-boot-skillgit clone --depth 1 https://github.com/kousen/claude-code-trainingWrote 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/kousen/claude-code-training/spring-boot-skill)<a href="https://agentmods.dev/skills/kousen/claude-code-training/spring-boot-skill"><img src="https://agentmods.dev/badge/skills/kousen/claude-code-training/spring-boot-skill/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/kousen/claude-code-training/spring-boot-skill"><img src="https://agentmods.dev/badge/skills/kousen/claude-code-training/spring-boot-skill.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 | $0.00017 | $0.01382 |
| Opus 5.5 | $0.00007 | $0.00553 |
| Sonnet 5.5 | $0.00003 | $0.00276 |
| Haiku 4.5 | $0.00002 | $0.00138 |
Grade A, and why
Spring Boot Best Practices 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 — 233 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Spring Boot Code Generation Guidelines
When generating or reviewing Spring Boot code, follow these best practices:
Dependency Injection
- Use constructor injection, never field injection with @Autowired
- Mark injected fields as
private final - Let Lombok's
@RequiredArgsConstructorgenerate constructors when appropriate
// Good
@Service
@RequiredArgsConstructor
public class UserService {
private final UserRepository userRepository;
private final EmailService emailService;
}
// Avoid
@Service
public class UserService {
@Autowired
private UserRepository userRepository; // Field injection - avoid
}
Package Structure
Follow standard Spring Boot layering:
com.example.project/
├── controller/ # REST endpoints, @RestController
├── service/ # Business logic, @Service
├── repository/ # Data access, extends JpaRepository
├── model/ # JPA entities, @Entity
├── dto/ # Data transfer objects
├── config/ # Configuration classes, @Configuration
└── exception/ # Custom exceptions and @ControllerAdvice
REST Controllers
- Use proper HTTP methods (GET, POST, PUT, DELETE, PATCH)
- Return
ResponseEntity<T>for explicit status codes - Use
@Validfor request body validation - Include API versioning in paths (e.g.,
/api/v1/users)
@RestController
@RequestMapping("/api/v1/users")
@RequiredArgsConstructor
public class UserController {
private final UserService userService;
@GetMapping("/{id}")
public ResponseEntity<UserDto> getUser(@PathVariable Long id) {
return userService.findById(id)
.map(ResponseEntity::ok)
.orElse(ResponseEntity.notFound().build());
}
@PostMapping
public ResponseEntity<UserDto> createUser(@Valid @RequestBody CreateUserRequest request) {
UserDto created = userService.create(request);
return ResponseEntity.status(HttpStatus.CREATED).body(created);
}
}
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 · 233 lines · 17 tokens per session scan A bb76035a1aa7
Spring Boot Best Practices is a skill published in the GitHub repository kousen/claude-code-training (339 stars, last pushed 7d ago), licensed MIT. It adds 17 tokens to every session and 1,382 once invoked, about $0.0001 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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