Spring Boot agent skills for Claude Code, Codex and other agents.

Migrate a Testcontainers guide from testcontainers.com into the Docker docs site (docs.docker.com).

docker/docs

Expert Spring Boot 4 testing specialist that selects the best Spring Boot testing techniques for your situation with Junit 6 and AssertJ.

github/awesome-copilot

Get best practices for developing applications with Spring Boot.

github/awesome-copilot

Create Spring Boot Java Project Skeleton. An agent skill from github/awesome-copilot.

github/awesome-copilot

Create Spring Boot Kotlin Project Skeleton. An agent skill from github/awesome-copilot.

github/awesome-copilot

GraalVM Native Image expert that adds native image support to Java applications, builds the project, analyzes build errors, applies fixes, and iterates until successful compilation using Oracle best…

github/awesome-copilot

Get best practices for developing applications with Spring Boot and Kotlin.

github/awesome-copilot

Generate a complete Model Context Protocol server project in Java using the official MCP Java SDK with reactive streams and optional Spring Boot integration.

github/awesome-copilot

Assess and migrate cross-cloud workloads to Azure with reports and code conversion.

microsoft/GitHub-Copilot-for-Azure

A skill your agent uses when deploying an existing web application or API to an already-running Azure Kubernetes Service cluster.

microsoft/GitHub-Copilot-for-Azure

You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior.

xpinjection/test-driven-spring-boot

Mall4j 开源版现有功能副驾驶：本地启动、mall4v/mall4m/mall4uni、商品/SKU、购物车、下单支付、订单发货、会员、运费、权限、部署排查。适用于下载 mall4j / yami-shop 后按现有功能使用或二次开发；不要编造开源版没有的能力。

gz-yami/mall4j

Run the pre-release end-to-end sweep of every user-facing surface — the 33 samples under samples/ (booted from their packaged artifacts and driven in a real browser via chrome-devtools MCP), the…

Atmosphere/atmosphere

Spring Boot 3.x development - REST APIs, JPA, Security, Testing, and Cloud-native patterns.

piomin/claude-ai-spring-boot

Creates Java + Spring Boot projects: Web applications, full-stack apps with Vue.js or Angular or React or vanilla JS, PostgreSQL, REST APIs, and Docker.

jdubois/dr-jskill

Go-Spring 项目研发托管入口:一句话诉求经 规划(Plan)→ 执行(Execute)→ 交付(Settle)循环,从工具集(起骨架/加接口/重生成/接组件/补测试)中选取组合并落地。在 Go-Spring 项目中开展任一研发任务时触发;由 Plan 判定是否接管,超范围时放手。

go-spring/go-spring

Plans a WxJava setup for Java, Spring Boot or Solon projects that call WeChat services, from module and BOM choice to config and a minimal working call.

binarywang/WxJava

Guides building Grails web applications and REST APIs with GORM, controllers, services, views, plugins and Spock and Geb testing.

apache/grails-core

FlyCms 项目（backend/ Spring Boot 4.1.1 + frontend/ vue-vben-admin v5）的架构地图与开发规范总纲。凡在本仓库做任何开发——写后端接口、新增/修改模块、管理页面、数据库变更、修 bug、重构——都要先加载本 skill 再动手，即使用户只说"改一下""加个功能"；前端登录/菜单/权限专项另见…

sunkaifei/FlyCms

Guidance for Groovy 5 work in Grails projects: syntax, closures, traits, DSLs, metaprogramming, Spock tests, static compilation and Java 21 integration.

apache/grails-core

Check Docker Hub for a new :latest image on a managed service and roll it out to the home Pi k8s cluster, the same way authentication-service was deployed on 2026-08-29 (SSH + kubectl rollout…

rodrigorodrigues/microservices-design-patterns

为 mfish-nocode-pro 项目生成标准增删改查（CRUD）代码，包括 Entity、Req、Mapper、Service、ServiceImpl、Controller 六层结构。当用户说"帮我生成增删改查"、"新增一个模块"、"生成CRUD代码"时使用此 skill。

mfish-qf/mfish-nocode

用于编写、改写、审阅或扩展 Go-Spring 文档。写作前应核对源码、测试、示例和已有文档；当目标文档属于已约束范围时，遵守 Go-Spring 文档写作规范。

go-spring/go-spring

A skill your agent uses when adding Spring AI-specific model observations, token usage, latency, externally configured cost attribution, advisor telemetry, or protected prompt and completion logging.

rrezartprebreza/spring-boot-skills

Integrate Java business systems with ReachAI SDK registration, SDK instance heartbeat, gateway/embed access, and optional API Management handoff.

w8123/EnterpriseAgentFramework

Create or update IntelliConnect Spring Boot service/serviceimpl code in this repository style.

ruanrongman/IntelliConnect

Write and run tests for arangodb/spring-data, select regression coverage, and reproduce CircleCI failures.

arangodb/spring-data

FlyCms 前端（frontend/，vue-vben-admin v5）与后端（backend/，Spring Boot Session 认证）对接的领域知识与开发规范。凡在本仓库开发管理端登录、动态菜单、角色/权限/按钮控制、新增给前端调用的后端接口、或新建任何 /system 管理页面时都要使用——即使用户只说"加个页面""接一下登录""加个权限"，也应主动加载本 skill。

sunkaifei/FlyCms

生成专业播客脚本，包含开场白、话题展开、问答环节和结尾。适用于创建音频内容、播客脚本、对话式内容. An agent skill from itwanger/PaiAgent.

itwanger/PaiAgent

Java/Spring Boot 编码规范：用于编写、审查、重构和讲解 Java 代码。适用于 Java 风格、Spring Boot 架构、Controller/Service/Manager/DAO 分层、API 边界、Entity/VO/Form/DTO/BO 设计、MyBatis/MyBatis-Plus 持久化、事务、异常、日志、安全、性能、测试和 Java 代码评审等场景。默认结合…

Snailclimb/AIGuide

为 mfish-nocode-pro 项目前端（Vue3 + TypeScript）生成标准增删改查页面代码，包括 Model、API、data、index.vue、Modal、ViewModal 六个文件。当用户说"帮我生成前端增删改查"、"新增前端页面"、"生成前端CRUD"时使用此 skill。

mfish-qf/mfish-nocode

QK-Money 框架的全流程开发助手。当用户在 QK-Money 项目中需要开发一个具体的管理功能（如供应商管理、商品品牌管理、优惠券管理）时触发。典型触发语：开发某个管理功能、新增一个XX模块、做个XX列表页面。涵盖需求澄清 → 设计文档 → 编码交付三个阶段。需求范围过大、需要拆解为多个子模块时不应直接触发，应先做整体设计。

ycf1998/money-pos

A skill your agent uses when adding hypermedia links to REST responses, building self-describing APIs, or implementing Spring HATEOAS.

rrezartprebreza/spring-boot-skills

在 wangmarket/网市场 仓库或保持同样目录结构的派生项目中进行安装、运行、模板开发、插件开发、JSP/Spring Boot 二次开发、控制器或视图重写、问题排查与验证时使用。适用于把整个 skills/ 目录直接放到项目根目录后，让大模型自动参考本地仓库结构、官方文档索引与改动工作流；不包含 AI-SEO 产品文档。

xnx3/wangmarket

一键生成完整业务模块代码（SQL/Entity/DAO/XML/Repository/Service/Controller/Mapper/POJO），用于创建新的业务功能

wujun728/jun_java_plugin

将 Maven/Spring Boot 构建产物（可执行 JAR、target/lib 依赖目录、可选 JRE）归档到 GitHub Releases。在用户需要发布版本、上传 JAR/lib/JRE 到 GitHub Release 或“归档到 Releases”时使用。

exception-coder/npe_get_jobs

Review configuration property changes in the Axelix project for breaking changes and migration-policy compliance.

axelixlabs/axelix

Java logging best practices with SLF4J, structured logging (JSON), and MDC for request tracing.

decebals/claude-code-java

Solon Java framework expert (NOT Spring). An agent skill from opensolon/soloncode.

opensolon/soloncode

为 mfish-nocode-pro 项目集成 Flowable 工作流审批能力，包括注册 FlowKey、实体审批状态字段、Service 启动/撤回流程、Controller 审批回调接口、Feign 回调接口注册五个步骤的完整代码模板。当用户说"带工作流审批"、"发布审核流程"、"集成工作流"、"审批回调"时使用此 skill。

mfish-qf/mfish-nocode

Build Spring Boot 4.x applications following the best practices.

piomin/sample-spring-modulith

A skill your agent uses when exposing Spring Boot 3 application capabilities through Model Context Protocol tools, resources, or prompts.

rrezartprebreza/spring-boot-skills

Apply the changes from all open Renovate bot pull requests of a GitHub repository into the local working tree.

sivaprasadreddy/sivalabs-agent-skills

Generates HTTP request examples for Spring Boot Web interfaces according to task specification and saves them as .http files in module-generate.md directories

Juncai22/spring-ai-agent-learning

初始化 OryxOS（或同类 JDK 21 + Spring Boot 3.x 企业级单体）的工程地基：Maven 多模块骨架、 结构化日志、Actuator + Prometheus 监控、Spring MVC + 虚拟线程、springdoc OpenAPI、 统一响应体与全局异常/错误码、Google 格式 + 阿里编码规约（Spotless + 阿里 P3C +…

oryx-labs/oryxos

A skill your agent uses when exposing Spring Boot 4 application capabilities through Model Context Protocol tools, resources, or prompts.

rrezartprebreza/spring-boot-skills

Debugger-first runtime root-cause analysis for JVM code in IntelliJ IDEA.

xpinjection/test-driven-spring-boot

Refine and triage GitHub backlog by finding open issues that are stale, obsolete, or resolved by another path.

axelixlabs/axelix