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-logging.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-logging)<a href="https://agentmods.dev/instructions/lsampaioweb/ai-instructions/spring-boot-logging"><img src="https://agentmods.dev/badge/instructions/lsampaioweb/ai-instructions/spring-boot-logging/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/instructions/lsampaioweb/ai-instructions/spring-boot-logging"><img src="https://agentmods.dev/badge/instructions/lsampaioweb/ai-instructions/spring-boot-logging.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 | $0.01767 | $0.01767 |
| Opus 5.5 | $0.00707 | $0.00707 |
| Sonnet 5.5 | $0.00353 | $0.00353 |
| Haiku 4.5 | $0.00177 | $0.00177 |
Grade A, and why
ai-instructions spring-boot-logging.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 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 — 132 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Spring Boot Logging Contract
Logger acquisition
- Obtain a logger via Lombok's
@Slf4jon the class (Lombok contract). Do not callLoggerFactory.getLogger(...)when Lombok is available.
Log message content
- Externalize log message text through a dedicated logging message helper component
backed by
MessageSource, separate from any user-facing/API message resolution path. - The logging message helper exposes:
get(String key, Object... args)- resolves the message in the configured default locale (English by default) for events without a request locale.get(Locale locale, String key, Object... args)- resolves the message in the caller-supplied locale; use the request locale for request-scoped log events.
- Prefix every logging-helper key with
log.. Include each logging key in every locale bundle and translate its value for that locale, preserving placeholder arity. - Never hardcode log message text directly in a log call; always resolve it through the logging message helper and an externalized message key.
- Use the request locale explicitly for request-scoped log events and the configured default locale for startup, background, or other events without a request locale. Do not rely on the JVM default locale or implicit locale state.
Structured log fields
- When more than one log statement records outcomes of the same logical event (for example, a success audit line and a rejection audit line for the same operation), give every one of them the same field schema, in the same order. Do not include a field (such as an error code) in one code path and drop it in another for the same conceptual event.
- Leave a field present but empty when it does not apply to a given outcome, instead
of omitting the placeholder; this keeps field position and count stable for
grep/awk-based log analysis. - When adding, removing, or renaming a field on a shared structured log message key, update every call site that uses that key, not only the one being changed.
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 Changed · +4 tokens per session 4a03adbb2f5e
- 1mo ago Changed · +63 lines · +725 tokens per session ac29405c4da3
- 1mo ago Changed · +23 lines · +233 tokens per session 9dde8ac3f9ac
- 2mo ago First seen · 46 lines · 805 tokens per session scan A 9a34661b0151
ai-instructions spring-boot-logging.instructions.md is an instructions file published in the GitHub repository lsampaioweb/ai-instructions (1 stars, last pushed 5d ago), licensed MIT. It adds 1,767 tokens to every session, about $0.0071 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 2026-09-03.
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| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
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