Borrowing it
Nothing to install: this file belongs to lsampaioweb/ai-instructions. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/lsampaioweb/ai-instructions/main/.github/instructions/spring-boot-service.instructions.mdgit clone --depth 1 https://github.com/lsampaioweb/ai-instructionsWrote 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/instructions/lsampaioweb/ai-instructions/spring-boot-service)<a href="https://agentmods.dev/instructions/lsampaioweb/ai-instructions/spring-boot-service"><img src="https://agentmods.dev/badge/instructions/lsampaioweb/ai-instructions/spring-boot-service.svg" alt="Measured on agentmods" 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 | $0.00414 | $0.00414 |
| Opus 5 | $0.00207 | $0.00207 |
| Sonnet 5 | $0.00083 | $0.00083 |
| Haiku 4.5 | $0.00041 | $0.00041 |
Grade A, and why
ai-instructions spring-boot-service.instructions.md 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 3d 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.
What it actually says
Spring Boot Service Engine
Naming Conventions
- Name service interfaces with the
*Servicesuffix (e.g.,HolidayService,PaymentService). - Name service implementations with the
*ServiceImplsuffix (e.g.,HolidayServiceImpl,PaymentServiceImpl). - Use descriptive, domain-specific names for all service types (never
BusinessService,OperationService, orAppService).
Rules
- For authorization annotations and role enforcement, defer to
spring-boot-security.instructions.md. - Place
@Serviceon the implementation class, not on the interface. - Implement all cross-feature orchestration and business decision logic in service classes.
- Use a service interface paired with a
*ServiceImplimplementation for business modules that have multiple collaborators or evolving API contracts. - Use a single
@Serviceclass without a separate interface for simple integration or utility services. - Apply
@Transactional(readOnly = true)to service methods that only read data. - Apply
@Transactionalto service methods that perform write operations. - Apply
@Transactionalannotations at the method level. - Use
REQUIREDtransaction propagation for service methods that participate in or start a transaction. - Use
REQUIRES_NEWpropagation only when the operation must commit independently of the outer transaction. - Return domain model objects or response DTOs from service methods.
- Catch unwrapped persistence-layer exceptions at the service boundary and rethrow as domain exceptions (e.g.,
ResourceNotFoundException,DuplicateResourceException). - When a repository lookup returns empty
Optional<T>for a required resource, throw the appropriate domain exception at the service boundary. - Route all outbound integration calls through service methods.
Safety Guards
- Never re-wrap a feature-scoped exception already thrown by the repository for the same SQL failure.
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.
- 3d ago First seen · 31 lines · 414 tokens per session scan A 9e0a7dcdeb02
ai-instructions spring-boot-service.instructions.md is an instructions file published in the GitHub repository lsampaioweb/ai-instructions (1 stars, last pushed 14d ago), licensed MIT. It adds 414 tokens to every session, about $0.0021 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.
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