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 makifbaysal/tasktrooper --skill spring-boot-fallbackgit clone --depth 1 https://github.com/makifbaysal/tasktrooperWrote 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/makifbaysal/tasktrooper/spring-boot-fallback)<a href="https://agentmods.dev/skills/makifbaysal/tasktrooper/spring-boot-fallback"><img src="https://agentmods.dev/badge/skills/makifbaysal/tasktrooper/spring-boot-fallback/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/makifbaysal/tasktrooper/spring-boot-fallback"><img src="https://agentmods.dev/badge/skills/makifbaysal/tasktrooper/spring-boot-fallback.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 | $0.01080 |
| Opus 5.5 | $0.00020 | $0.00432 |
| Sonnet 5.5 | $0.00010 | $0.00216 |
| Haiku 4.5 | $0.00005 | $0.00108 |
Grade A, and why
spring-boot-fallback 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 8d 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 — 94 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Spring Boot Fallback
Overview
Quarkus is the default (see quarkus-service-architecture). Spring Boot is the fallback — reach for it only when Quarkus genuinely does not fit. The architecture is the same clean layering; only the annotations and container differ.
Core principle: Same layered design as Quarkus. Spring is a container choice, not a license to sprawl.
When Spring Boot instead of Quarkus
- The repository already uses Spring Boot — follow it.
- A required library/integration has no Quarkus extension and no clean CDI alternative.
- The deployment target or team standard mandates Spring.
If none of these hold, use Quarkus.
Layer mapping (same responsibilities, Spring surface)
| Layer | Quarkus | Spring Boot |
|---|---|---|
| Resource/Controller | JAX-RS @Path |
@RestController @RequestMapping |
| Service | @ApplicationScoped |
@Service |
| Repository | Panache | JpaRepository (Spring Data) |
| Validation | @Valid + Bean Validation |
@Valid + Bean Validation |
| Config | @ConfigProperty |
@ConfigurationProperties / @Value |
| Transaction | @Transactional (service) |
@Transactional (service) |
Patterns (identical discipline)
- Constructor injection only — Spring injects a single constructor automatically; no
@Autowiredon fields. - DTOs (records) at the controller edge; never return JPA entities from a controller.
- Bean Validation on request DTOs,
@Validon the controller method. - Domain invariants live in the domain class, not only in the DTO annotations.
- Global error handling via
@RestControllerAdvicemapping domain exceptions to status codes — controllers stay thin.
Worked Example
@RestController
@RequestMapping("/tasks")
class TaskController {
private final TaskService service;
TaskController(TaskService service) { this.service = service; } // constructor injection
@PostMapping
ResponseEntity<TaskResponse> create(@Valid @RequestBody CreateTaskRequest req) {
Task t = service.create(req.title());
return ResponseEntity.status(201).body(TaskResponse.from(t));
}
}
@Service
class TaskService {
private final TaskRepository repo;
TaskService(TaskRepository repo) { this.repo = repo; }
@Transactional
Task create(String title) {
Task t = Task.create(title); // domain enforces invariants
return repo.save(t);
}
}
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.
- 8d ago First seen · 94 lines · 50 tokens per session scan A 71734ef4036a
spring-boot-fallback is a skill published in the GitHub repository makifbaysal/tasktrooper (113 stars, last pushed yesterday), licensed Apache-2.0. It adds 50 tokens to every session and 1,080 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 2026-10-05.
Other skills, from other repositories
java-spring
Build and upgrade Java/Spring services with explicit transaction, concurrency and deployment contracts. Use when implementing Spring Boot APIs, data access or jobs; verify JDK/framework/build-tool compatibility and preserve the application architecture.
java-patterns
Modern Java 17+ patterns — records, sealed classes, Stream API, CompletableFuture, Spring Boot, JPA. Activate when writing or reviewing Java.
java-springboot-development
CIEL's framework for Java 17+ and Spring Boot 3+ development, security, and TDD.
performant-php
High-performance modern PHP — PHP 8.4/8.5, OPcache+JIT, FrankenPHP workers, Composer, Symfony/Laravel, PHPStan/Psalm, Pest.
performant-python
Strategies for high-performance Python systems (FastAPI, Asyncio, UVloop, Memory Optimization).
spring-boot-patterns
Spring Boot patterns including stereotype annotations, dependency injection, profiles, configuration properties, and actuator endpoints. Use when the user is building Spring Boot applications, configuring dependency injection, setting up profiles for different environments, using @ConfigurationProperties, or enabling…