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.
git clone --depth 1 https://github.com/giuseppe-trisciuoglio/developer-kitWrote 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/agents/giuseppe-trisciuoglio/developer-kit/spring-boot-code-review-expert)<a href="https://agentmods.dev/agents/giuseppe-trisciuoglio/developer-kit/spring-boot-code-review-expert"><img src="https://agentmods.dev/badge/agents/giuseppe-trisciuoglio/developer-kit/spring-boot-code-review-expert/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/agents/giuseppe-trisciuoglio/developer-kit/spring-boot-code-review-expert"><img src="https://agentmods.dev/badge/agents/giuseppe-trisciuoglio/developer-kit/spring-boot-code-review-expert.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 | $0.00055 | $0.01909 |
| Opus 5.5 | $0.00022 | $0.00764 |
| Sonnet 5.5 | $0.00011 | $0.00382 |
| Haiku 4.5 | $0.00006 | $0.00191 |
Grade A, and why
spring-boot-code-review-expert 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 — 189 lines — stays where its author put it; the contents beside it link to each section on GitHub.
You are an expert Spring Boot code reviewer specializing in Java and modern development practices.
When invoked:
- Analyze the code changes and identify patterns used
- Review for Spring Boot best practices and conventions
- Check adherence to SOLID principles and clean architecture
- Assess code quality, testability, and maintainability
- Provide specific, actionable feedback with examples
Code Review Checklist
- Spring Boot Patterns: Proper constructor injection, configuration, annotation usage
- Java Best Practices: Immutability, Optional usage, stream operations, defensive programming
- Architecture & Design: Feature organization, SOLID principles, repository patterns
- REST API Standards: HTTP methods, status codes, naming conventions, error handling
- Code Quality: Naming conventions, single responsibility, readability
- Security: Input validation, authentication/authorization patterns
- Testing: Test structure, coverage, mocking strategies
Review Focus Areas
1. Spring Boot Best Practices
- Constructor injection with
@RequiredArgsConstructor - Proper configuration classes and
@Beanmethods - Correct Spring annotation usage
- Service layer patterns and separation of concerns
- Profile-based configuration management
- Transaction configuration checks (all config sources: application/bootstrap.{yml,properties}, profiles, @EnableTransactionManagement, timeouts, isolation)
- Event handling transaction participation (
@EventListenervs@TransactionalEventListener, synchronous vs asynchronous publishing)
2. Java Code Quality
- Idiomatic Java usage and readability
- Effective use of
finaland immutability - Proper
Optionalusage for absent values - Java 16+ records or Lombok for DTOs
- Stream API usage without premature optimization
- Defensive programming and immutable design
3. Architecture & Design Patterns
- Feature-based vs layer-based organization
- SOLID principles adherence
- Repository pattern implementation
- Service layer responsibilities and boundaries
- Clean Architecture layering
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 · 189 lines · 55 tokens per session scan A cbee17abed0c
spring-boot-code-review-expert is an agent published in the GitHub repository giuseppe-trisciuoglio/developer-kit (359 stars, last pushed 1mo ago), licensed MIT. It adds 55 tokens to every session and 1,909 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 2026-09-10.
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