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Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. | xpinjection/ | 112 | 54 repos | ~2.6k | Automated safety check: Pass | MIT | 1 mo ago |
| 2 | 2.Mall4j 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/ | 5.3k | — | ~640 | Automated safety check: Notes | AGPL-3.0 | 10 days ago |
| 3 | Spring Boot 3.x development - REST APIs, JPA, Security, Testing, and Cloud-native patterns. | piomin/ | 1.3k | — | ~2k | Automated safety check: Pass | Apache-2.0 | 5 mo ago |
| 4 | 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/ | 342 | — | ~4.6k | Automated safety check: Notes | Apache-2.0 | 9 days ago |
| 5 | Steps for adding or maintaining a WeChat official API in the WxJava SDK, following its Maven multi-module layout, Java 8 compatibility and TestNG test conventions. | binarywang/ | 33k | — | ~154 | Automated safety check: Pass | Apache-2.0 | today |
| 6 | Explain and reason about Dynamic Consistency Boundaries (DCB) and how Axon Framework 5 and Axon Server implement them. | AxonIQ/ | 3.6k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 7 | Edit, validate, debug, publish, and inspect ReachAI Workflow drafts through the Workflow AI Coding REST API. | w8123/ | 855 | — | ~3.7k | Automated safety check: Pass | MIT | 2 days ago |
| 8 | 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/ | 33k | — | ~123 | Automated safety check: Pass | Apache-2.0 | today |
| 9 | 9.Maven Maven build expertise for this multi-module Java project. An agent skill from skjolber/3d-bin-container-packing. | skjolber/ | 569 | — | ~886 | Automated safety check: Pass | Apache-2.0 | today |
| 10 | Recommends which WxJava Maven module, BOM and example entry point fits a given WeChat product and server setup, from official accounts to payments. | binarywang/ | 33k | — | ~155 | Automated safety check: Pass | Apache-2.0 | today |
| 11 | Create a new Axon Framework 4→5 migration path documentation page. | AxonIQ/ | 3.6k | — | ~594 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 12 | Update the A2A Protobuf file (a2a.proto) when the A2A protocol specification changes. | a2aproject/ | 504 | — | ~738 | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 13 | Step-by-step guide for implementing AndroidX WebKit APIs in frameworks/support/webkit/ after boundary interface roll. | androidx/ | 6.1k | — | ~3.7k | Automated safety check: Pass | Apache-2.0 | today |
| 14 | 14.Rsid SDK RealSenseID face authentication SDK reference. An agent skill from realsenseai/RealSenseID. | realsenseai/ | 122 | — | ~4.1k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 15 | Guidance for Groovy 5 work in Grails projects: syntax, closures, traits, DSLs, metaprogramming, Spock tests, static compilation and Java 21 integration. | apache/ | 2.9k | — | ~3k | Automated safety check: Pass | Apache-2.0 | today |
| 16 | A skill your agent uses when asked to perform any of the following actions in a Java project: - To add jspecify support - To prevent NullPointerExceptions - To better handle Nullability This skill… | sivaprasadreddy/ | 188 | — | ~1.2k | Automated safety check: Pass | MIT | 4 days ago |
| 17 | Java logging best practices with SLF4J, structured logging (JSON), and MDC for request tracing. | decebals/ | 751 | 1 repo | ~3.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 18 | Port a component or feature that already exists in one protocol client template to sibling clients under packages/templates/clients/<protocol/ that are missing it. | asyncapi/ | 1.1k | — | ~4.6k | Automated safety check: Pass | Apache-2.0 | 4 days ago |
| 19 | 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/ | 187 | — | ~1.6k | Automated safety check: Pass | No licence | 21 days ago |
| 20 | Develop, debug, and manage Temporal applications across Python, TypeScript, Go, Java, .NET, Ruby, and Rust. | temporalio/ | 230 | — | ~2.5k | Automated safety check: Pass | MIT | yesterday |
| 21 | A skill your agent uses when implementing, debugging, refactoring, or testing existing BootUI Java code, including framework-neutral engine logic, Spring MVC and WebFlux adapters, Quarkus runtime… | jdubois/ | 311 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | today |
| 22 | 22.Flycms Dev 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/ | 656 | — | ~827 | Automated safety check: Pass | MIT | yesterday |
| 23 | Integrate Java business systems with ReachAI SDK registration, SDK instance heartbeat, gateway/embed access, and optional API Management handoff. | w8123/ | 855 | — | ~6.1k | Automated safety check: Pass | MIT | 2 days ago |
| 24 | Create or update IntelliConnect Spring Boot service/serviceimpl code in this repository style. | ruanrongman/ | 147 | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 25 | Write and run tests for arangodb/spring-data, select regression coverage, and reproduce CircleCI failures. | arangodb/ | 116 | — | ~844 | Automated safety check: Pass | Apache-2.0 | 11 days ago |
| 26 | 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/ | 673 | — | ~1k | Automated safety check: Pass | No licence | 3 mo ago |
| 27 | Java conventions for the Opik backend: layered resource, service and DAO classes, naming rules, Lombok and Guice usage, and notes on MySQL, ClickHouse, migrations and testing. | comet-ml/ | 22k | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | today |
| 28 | 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/ | 351 | — | ~386 | Automated safety check: Pass | Unknown | today |
| 29 | 29.Crud 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/ | 239 | — | ~2.8k | Automated safety check: Pass | No licence | 4 mo ago |
| 30 | Analyzes and fixes A2A Transport Compatibility Kit (TCK) issues by understanding the specification, reproducing the failure, implementing the fix, and validating it works. | a2aproject/ | 504 | — | ~2.9k | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 31 | A skill your agent uses when you need to add or review fuzz testing for Java APIs with CATS — including contract-driven negative testing, malformed payload validation, boundary input exploration, CI… | jabrena/ | 447 | — | ~874 | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 32 | Solon Java framework expert (NOT Spring). An agent skill from opensolon/soloncode. | opensolon/ | 197 | — | ~1.8k | Automated safety check: Pass | MIT | 2 days ago |
| 33 | Generate, build, and test Azure SDKs locally from TypeSpec with automatic customization. | Azure/ | 121 | — | ~1.5k | Automated safety check: Pass | MIT | 4 mo ago |
| 34 | Write Subspace clients in C++, Python, Rust, or Java. An agent skill from dallison/subspace. | dallison/ | 104 | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | today |
| 35 | Reviews REST API design for correct HTTP verbs, versioning, DTO use, consistent responses and backward compatibility before an API change ships. | decebals/ | 751 | — | ~2.8k | Automated safety check: Pass | MIT | 1 mo ago |
| 36 | 36.Oryxos Init 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/ | 186 | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | today |
| 37 | 37.Ij Debugger Debugger-first runtime root-cause analysis for JVM code in IntelliJ IDEA. | xpinjection/ | 112 | — | ~6.4k | Automated safety check: Pass | MIT | 1 mo ago |
| 38 | 在 mica-ppocr 项目中新增自定义结构化解析器(证件 / 票据 / 卡证 OCR → 业务字段)时加载本 skill。 | lets-mica/ | 110 | — | ~3.1k | Automated safety check: Pass | Apache-2.0 | today |
| 39 | Searches synthetic workloads for cases where Caffeine's adaptive eviction policy falls short of its achievable hit rate, then classifies each gap by cause. | ben-manes/ | 18k | — | ~16k | Automated safety check: Notes | Apache-2.0 | today |
| 40 | 40.Ssti Server-Side Template Injection — fingerprint the engine first (Jinja2 / Twig / Velocity / Freemarker / ERB / Smarty / Mako / Handlebars / Pug), then escalate the engine-specific primitive to RCE or… | PentesterFlow/ | 1.4k | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 41 | 41.Progen A skill your agent uses when the user wants to create/generate/scaffold a new Spring Boot project (Maven or Gradle, REST API / Web App / Spring Boot + Angular full stack). | sivaprasadreddy/ | 188 | — | ~2.7k | Automated safety check: Notes | MIT | 4 days ago |
| 42 | Provides and generates complete CRUD workflows for Spring Boot 3 services. | giuseppe-trisciuoglio/ | 356 | — | ~2.5k | Automated safety check: Notes | MIT | 29 days ago |
| 43 | 项目编码规范指南,遵循阿里巴巴Java开发手册,确保代码风格统一 | wujun728/ | 239 | — | ~3.2k | Automated safety check: Pass | No licence | 4 mo ago |
| 44 | Spring Boot architecture patterns, REST API design, layered services, data access, caching, async processing, and logging. | affaan-m/ | 276k | 5 repos | ~2.5k | Automated safety check: Pass | MIT | 4 days ago |
| 45 | Spring Security best practices for authn/authz, validation, CSRF, secrets, headers, rate limiting, and dependency security in Java Spring Boot services. | affaan-m/ | 276k | 5 repos | ~2k | Automated safety check: Pass | MIT | 4 days ago |
| 46 | Reference guides for the Tiger Brokers OpenAPI Java SDK: setup, market data, stock, futures and options trading, real-time push, account queries and strategy examples. | qusong0627/ | 1.7k | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | today |
| 47 | Migrate a Testcontainers guide from testcontainers.com into the Docker docs site (docs.docker.com). | docker/ | 4.7k | — | ~5k | Automated safety check: Pass | Apache-2.0 | today |
| 48 | Verifies whether code follows Spring Modulith code structure or not. | sivaprasadreddy/ | 188 | — | ~1.7k | Automated safety check: Pass | MIT | 4 days ago |