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-review-topics.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-review-topics)<a href="https://agentmods.dev/instructions/lsampaioweb/ai-instructions/spring-review-topics"><img src="https://agentmods.dev/badge/instructions/lsampaioweb/ai-instructions/spring-review-topics/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-review-topics"><img src="https://agentmods.dev/badge/instructions/lsampaioweb/ai-instructions/spring-review-topics.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 | $0.00628 | $0.00628 |
| Opus 5 | $0.00314 | $0.00314 |
| Sonnet 5 | $0.00126 | $0.00126 |
| Haiku 4.5 | $0.00063 | $0.00063 |
Grade A, and why
ai-instructions spring-review-topics.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 6d 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 — 22 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Spring Review Topics
Rules
- Treat this file as the canonical mapping between review topics and instruction files.
- Keep each instruction file in exactly one topic.
- Resolve applicable instruction files for a review run as follows:
- Start from the instruction files mapped to the active topic.
- Keep a mapped instruction file only when its
applyTomatches at least one path under review, or the ADR maps that instruction file to a reviewed file. - If the filtered set is empty, return
STATUS: PASSwith an emptyISSUESsection.
- Leave these instruction files intentionally unreviewed by topic reviewers:
.github/instructions/spring-boot-readme.instructions.md,.github/instructions/spring-review-topics.instructions.md,.github/instructions/ai-customization.instructions.md. - Topic
qa:.github/instructions/spring-boot-architecture.instructions.md,.github/instructions/spring-boot-java-style.instructions.md,.github/instructions/spring-boot-logging.instructions.md,.github/instructions/spring-boot-controller.instructions.md,.github/instructions/spring-boot-service.instructions.md,.github/instructions/spring-boot-test.instructions.md,.github/instructions/spring-boot-dto-mapper.instructions.md,.github/instructions/spring-boot-openapi.instructions.md,.github/instructions/spring-boot-pom.instructions.md,.github/instructions/spring-boot-application.instructions.md,.github/instructions/spring-boot-enum.instructions.md,.github/instructions/spring-boot-error-code.instructions.md,.github/instructions/spring-boot-api-versioning.instructions.md,.github/instructions/spring-boot-thymeleaf.instructions.md,.github/instructions/spring-boot-websocket.instructions.md,.github/instructions/spring-boot-container.instructions.md,.github/instructions/spring-boot-gitignore.instructions.md. - Topic
security:.github/instructions/spring-boot-security.instructions.md,.github/instructions/spring-boot-config.instructions.md,.github/instructions/spring-boot-actuator.instructions.md,.github/instructions/spring-boot-http-client.instructions.md,.github/instructions/spring-boot-exception.instructions.md. - Topic
database:.github/instructions/spring-boot-repository.instructions.md,.github/instructions/spring-boot-database-schema.instructions.md,.github/instructions/spring-boot-model.instructions.md. - Topic
i18n:.github/instructions/spring-boot-i18n.instructions.md. - Topic
performance:.github/instructions/spring-boot-pagination.instructions.md,.github/instructions/spring-boot-async-events.instructions.md.
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.
- 6d ago First seen · 22 lines · 628 tokens per session scan A 597b8bc7c8be
ai-instructions spring-review-topics.instructions.md is an instructions file published in the GitHub repository lsampaioweb/ai-instructions (1 stars, last pushed 17d ago), licensed MIT. It adds 628 tokens to every session, about $0.0031 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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