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-java-style.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-java-style)<a href="https://agentmods.dev/instructions/lsampaioweb/ai-instructions/spring-boot-java-style"><img src="https://agentmods.dev/badge/instructions/lsampaioweb/ai-instructions/spring-boot-java-style.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 | $0.00680 | $0.00680 |
| Opus 5 | $0.00340 | $0.00340 |
| Sonnet 5 | $0.00136 | $0.00136 |
| Haiku 4.5 | $0.00068 | $0.00068 |
Grade A, and why
ai-instructions spring-boot-java-style.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.
How it starts
The opening of the file, as written. The whole thing — 36 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Java Style Engine
Rules
- Organize imports in this order: (1) static imports, (2) standard Java imports, (3) Spring and third-party imports, (4) project imports.
- Import each type explicitly (no wildcard imports).
- Order class-level annotations in this sequence: logging (e.g.,
@Slf4j) → stereotype (e.g.,@Service,@Repository,@Component) → behavioral (e.g.,@Transactional,@Validated). - Use Java records for immutable value types only when no component-specific instruction file applies;
*Model,*Request, and*Responsefollow their component engines. - Declare every type member (field, method, constructor, nested type) with the most restrictive visibility that satisfies its usage scope; default to
privateand expand only when external access is required. - Extract repeated string literals—including message-resolution keys passed to
ApiException,logMessages.get(), or equivalent, and literals reused across test methods—into namedprivate static final Stringconstants inUPPER_SNAKE_CASEin the owning class. - Use constructor injection as the only dependency injection pattern.
- Validate required constructor parameters with
Objects.requireNonNullin non-record classes. - Order methods within a class in this sequence: constructors → public methods → package-private methods → private helpers.
- Document constructors and methods in all Java source files with traditional JavaDoc comments using only the
/** ... */form. - Place each method-level JavaDoc comment immediately before the declaration, including before method annotations.
- Start each method-level JavaDoc main description with one concise summary sentence ending with a period.
- Keep method-level JavaDoc to a summary-only block when additional tags do not improve contract clarity.
- Add
@paramtags only when parameter intent is not obvious from names and summary text. - Add
@returntags only when return semantics are not obvious from names and summary text. - Add
@throwstags only when exception behavior requires explicit contract clarification. - Annotate every method that overrides a superclass or interface method with
@Override. - Add one blank line before
returnin any method body that contains at least one preceding statement. - Omit the blank line before
returnwhen the method body is a singlereturnstatement. - Use
varonly when the inferred type is unambiguous from the right-hand side of the assignment. - Use the ternary operator only for single-expression assignments.
- Extract multi-statement logic, complex boolean conditions, and collection constructions into named private helpers; keep callers at a higher abstraction and name helpers by intent (e.g.,
getSupportedLocales(), notbuildLocaleList(); avoid generic prefixes such asbuild,compute, orprocesswhen a domain-specific name is available). - Keep public and package-private methods intent-revealing; declare same-class-only helpers
private.
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 · 36 lines · 680 tokens per session scan A 4ea2054e5998
ai-instructions spring-boot-java-style.instructions.md is an instructions file published in the GitHub repository lsampaioweb/ai-instructions (1 stars, last pushed 14d ago), licensed MIT. It adds 680 tokens to every session, about $0.0034 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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