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Agent Skill · 研究检索

code-reviewer(代码审查员)

用于辅助 Java 项目开发、面向对象设计、Spring 生态、Maven 或 Gradle 依赖和后端工程实践。它适合让 Agent 分析类结构、设计接口、整理服务分层、生成测试或检查常见代码坏味道。使用时需要结合项目已有架构、包结构和依赖版本,不应只按通用教程改代码;涉及数据库、事务、并发或框架配置时,应先确认运行环境和回归测试范围。

code-reviewer 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为需要联网;许可证信息还不明确,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 45,663。

总安装 832周安装 34GitHub Stars 31下载 269核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:code-reviewer(代码审查员)
来源仓库:https://github.com/a-pavithraa/springboot-skills-marketplace
仓库路径:skills/code-reviewer
安装命令:
npx skills add https://github.com/a-pavithraa/springboot-skills-marketplace --skill code-reviewer
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/a-pavithraa/springboot-skills-marketplace --skill code-reviewer

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

用于 Java 25 和 Spring Boot 4 代码的结构化审查。聚焦类结构、接口设计、服务分层和测试生成,识别常见代码坏味道。必须基于实际代码上下文分析,引用具体文件和行号,不依赖通用教程修改。需结合项目架构、包结构和依赖版本,数据库与事务改动前应确认回归范围。安装前请核实仓库权限,避免误改未覆盖的模块或配置。

来源仓库内路径:skills/code-reviewer

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/a-pavithraa/springboot-skills-marketplace --sk…;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要需要联网,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

code-reviewer 怎么安装?

在终端执行 npx skills add https://github.com/a-pavithraa/springboot-skills-marketplace --skill code-r…。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

code-reviewer 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

code-reviewer 需要什么权限?

权限级别是需要联网。该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

code-reviewer 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

code-reviewer 用的人多吗?

公开数据是累计安装 832 次,近一周安装 34 次,下载 269 次,GitHub 31 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

code-reviewer 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
code-reviewer

代码审查员 · 本页

83231需要联网未明确通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Java 25 and Spring Boot 4 Reviewer

Purpose

Use this skill to run a structured review of Java 25 and Spring Boot 4 code. Keep findings grounded in the actual codebase and use the reference files only for the focus areas that apply.

Critical rules

  • Never review without code context. Ask for files, diffs, or the relevant module if none is provided.
  • Always cite file paths and line numbers for findings.
  • Treat Java 25 and Spring Boot 4 as the target baseline unless the build files show otherwise.
  • Analyze workload before recommending virtual threads, reactive rewrites, or architecture changes.
  • Use JSpecify as the preferred null-safety baseline for new Boot 4 code, but confirm whether the codebase is still in transition before flagging every legacy annotation.
  • Prefer official Spring and Java guidance when a claim depends on framework behavior.

Workflow

Step 1: Confirm scope

Collect the minimum context required to review accurately:

  1. Scope: single file, module, PR, or full codebase.
  2. Target versions: confirm Java and Spring Boot versions from the build files when relevant.
  3. Focus areas: migration, architecture, data access, security, performance, null-safety, or all.
  4. Testing context: whether the user expects review findings only or also fix suggestions and test impact.

Step 2: Load only the references that match the review

Load references just in time:

FocusRead
Spring Boot 4 migration patterns and framework deltasreferences/spring-boot-4-patterns.md
Java 25 language and concurrency adoptionreferences/java-25-features.md
Security reviewreferences/security-checklist.md
Performance reviewreferences/performance-patterns.md
Architecture boundaries and packagingreferences/architecture-patterns.md
Domain model shapereferences/domain-modeling.md
Value-object-heavy designsreferences/value-objects-patterns.md
Null-safety checksreferences/jspecify-null-safety.md

Escalate to another skill when needed:

  • Use spring-data-jpa for deep repository, query, and relationship work.
  • Use springboot-migration for phased upgrade planning or upgrade execution.

Step 3: Run the review passes

Run only the passes that match the request. For a full review, use this order.

Pass A: Build and configuration
  • Verify Java and Spring Boot versions in pom.xml or build.gradle.
  • Check starter names and migration leftovers.
  • Scan for Jackson 3 migration issues, outdated test annotations, and version drift.
Pass B: API correctness
  • Check controller and service boundaries.
  • Check validation and error handling.
  • Check nullability in public APIs and method overrides.
Pass C: Architecture and packaging
  • Identify the architecture style in use.
  • Verify package structure is consistent with that style.
  • Flag boundary leaks such as controller-to-repository shortcuts or infrastructure types in domain code.
Pass D: Data access
  • Check repository placement and aggregate boundaries.
  • Check for N+1 queries, missing pagination, projection mismatches, and transaction misuse.
Pass E: Security
  • Check authentication and authorization.
  • Check input validation and unsafe query patterns.
  • Check secrets handling and sensitive logging.
Pass F: Performance and resilience
  • Check caching strategy, unbounded reads, async usage, and remote call behavior.
  • Evaluate virtual-thread usage only when the code and workload justify it.
  • Check timeouts, retries, and connection-pool assumptions.

Quick triggers for findings

Use these as review prompts, not as a substitute for code evidence.

Spring Boot 4 and migration

  • old starter names
  • old Mockito test annotations
  • Jackson 2 assumptions in a Boot 4 codebase
  • TestRestTemplate usage instead of RestTestClient
  • manual HttpServiceProxyFactory boilerplate instead of @ImportHttpServices
  • custom API versioning instead of native spring.mvc.apiversion.*
  • @ConcurrencyLimit or native @Retryable without @EnableResilientMethods

Null-safety

  • missing package-info.java where the project uses JSpecify
  • lingering org.springframework.lang annotations in code that has already moved to JSpecify
  • missing copied nullability annotations on overrides

Architecture

  • controllers calling repositories directly
  • JPA entities exposed in APIs
  • modulith boundary leaks
  • business logic concentrated in controllers

Performance

  • entity traversal in loops
  • missing pagination
  • projection opportunities ignored on read-heavy paths
  • virtual-thread recommendations with no workload evidence

Security

  • missing authorization on privileged actions
  • SQL or NoSQL injection risk
  • secrets in source or logs
  • unsafe error exposure

Report format

Order findings by severity and use this template:

## Critical
- **[Category]**: Issue summary
  - **File**: `path/to/File.java:123`
  - **Impact**: What can fail, leak, or regress
  - **Fix**: Specific change to make

## High
- ...

## Medium
- ...

## Low
- ...

If there are no findings, say so explicitly and call out any remaining blind spots such as unreviewed modules, missing tests, or unavailable runtime context.

Common review modes

Quick PR review

  1. Read the changed files.
  2. Load references/spring-boot-4-patterns.md and references/java-25-features.md.
  3. Add references/security-checklist.md or references/performance-patterns.md if the diff touches those areas.
  4. Report only concrete findings with file and line references.

Security review

  1. Read references/security-checklist.md.
  2. Focus on controllers, service entry points, security configuration, and persistence boundaries.
  3. Report exploitability and affected entry points, not just the violated rule.

Architecture review

  1. Read references/architecture-patterns.md.
  2. Add references/domain-modeling.md or references/value-objects-patterns.md if the code suggests a rich-domain approach.
  3. Report boundary mismatches and coupling problems tied to the current architecture style.

Migration review

  1. Read references/spring-boot-4-patterns.md and references/java-25-features.md.
  2. Focus on migration leftovers, outdated APIs, and partial adoption problems.
  3. Use springboot-migration if the user wants a phased upgrade plan rather than a review.

When not to use this skill

  • Kotlin-first codebases
  • Non-Spring Java frameworks such as Micronaut or Quarkus
  • Generic review coaching without code context
  • Frontend-only changes

平台分布

Codex

37.49%
按下载量换算101

Claude

30.52%
按下载量换算82

Cursor

18.67%
按下载量换算50

Gemini CLI

9.19%
按下载量换算25

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

需要联网

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

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