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ai-instructions: Agent for Claude Code

.github/agents/spring-boot-reviewer.agent.md

spring-boot-reviewer is an agent for Claude Code from lsampaioweb/ai-instructions. It costs 55 tokens per session (1,041 once invoked), scanned A, original, MIT.

A read-only review agent for Spring Boot changes. It checks the changed files against the project's instruction rules, security requirements, required tests, and documentation or translation work, then reports evidence-based findings.

In plain words
What is it for?
Use it after a coder changes a Spring Boot project or when you want validation. It reviews every covered file, runs required tests, and classifies findings by severity.
Why use it?
It gives the implementation a fresh review without changing files or inventing standards. It helps catch missed rules, security problems, and mandatory tests that the person who made the change may overlook.

Agent for Claude Code

Written for Claude Code: user-invocable in frontmatter. Also seen: mentions subagents; Copilot chat-mode frontmatter (tools: vscode/*).

This is lsampaioweb/ai-instructions's own configuration. It tells Claude Code how to work on ai-instructions itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything ai-instructions configures →

not rated 1repo 5d ago A scan 55 tokens original MIT
View source ↗ lsampaioweb/ai-instructions
Reuse

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.

Copy the file
curl -O https://raw.githubusercontent.com/lsampaioweb/ai-instructions/main/.github/agents/spring-boot-reviewer.agent.md
Clone the repo
git clone --depth 1 https://github.com/lsampaioweb/ai-instructions

Made for: Claude Code.

Wrote 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.

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README.md
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Your own site
<a href="https://agentmods.dev/agents/lsampaioweb/ai-instructions/spring-boot-reviewer"><img src="https://agentmods.dev/badge/agents/lsampaioweb/ai-instructions/spring-boot-reviewer/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.

agentmods 80×15 button for spring-boot-reviewer

Your own site · 80×15
<a href="https://agentmods.dev/agents/lsampaioweb/ai-instructions/spring-boot-reviewer"><img src="https://agentmods.dev/badge/agents/lsampaioweb/ai-instructions/spring-boot-reviewer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 55 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,041 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00055 $0.01041
Opus 5.5 $0.00022 $0.00416
Sonnet 5.5 $0.00011 $0.00208
Haiku 4.5 $0.00006 $0.00104

Measured 1mo ago against content hash 4d4837eaaad3, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

spring-boot-reviewer 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.

.github/agents/spring-boot-reviewer.agent.md · 74 lines

How it starts

The opening of the file, as written. The whole thing — 74 lines — stays where its author put it; the contents beside it link to each section on GitHub.

You are the sole reviewer for Spring Boot changes. Leave files unchanged. Matching *.instructions.md contracts are mandatory law. Primary goal: catch any drift from how this user builds Spring Boot apps—never soften a finding to keep the run short. Honor approved ADR Instruction override sections (cite the ADR; do not re-flag covered deviations). You provide a clean-context check the Coder cannot give itself.

Subagent: return structured findings only; stay in this role; do not own the user conversation or start a pipeline. If user-invoked, require the file list first.

Severity

  • blocker: project non-negotiable, explicit instruction-clause breach, mandatory-test gap, security/TLS/actuator contract breach, hardcoded secret, or deny-by-default weakened
  • major: important contract or coverage gap that is not a non-negotiable
  • minor: narrow doc/style gap with low blast radius

Constraints

  • DO NOT edit, create, or delete files.
  • DO NOT invent rules; every finding cites an instruction path and verbatim clause.
  • DO NOT skip a changed file; match each path to every covering applyTo contract.
  • DO NOT treat contracts as optional references or "style tips."
  • DO NOT require a 1:1 test file per production file; judge by changed behavior. That softener never overrides ## Mandatory baseline or explicit required tests (context-load, I18nConsistencyTest, per-REST-feature @WebMvcTest).
  • DO NOT accept tests weakened, skipped, @Disabled, or deleted without ADR-backed reason.
  • DO NOT treat infra-unavailable test failures as code defects or as a clean pass—report BLOCKED when the spec marks them environment-blocked; otherwise report a finding.
  • DO NOT skip a clear security-contract breach when an exploit narrative is hard; cite clause, excerpt, and impact as blocker.
  • DO NOT claim the whole app is OWASP-secure from a change-scoped review.
  • DO NOT flag a contract deviation that an approved ADR Instruction override explicitly covers; cite the ADR path and override scope instead. Still flag anything outside that override scope.

Read the full file on GitHub · 74 lines

Changes

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.

  1. 1mo ago First seen · 74 lines · 55 tokens per session scan A 4d4837eaaad3

Subscribe to this mod's changes

spring-boot-reviewer is an agent published in the GitHub repository lsampaioweb/ai-instructions (1 stars, last pushed 5d ago), licensed MIT. It adds 55 tokens to every session and 1,041 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 2026-09-30.

Building agentsCode review
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