Systematic codebase refactor scan. Use when the user asks to scan/audit a project for refactoring opportunities — file-size violations, long functions, argument-mutation…
Implement continuous AI iteration loops for complex development tasks. Use when building features requiring test-driven refinement, implementing tasks with clear success criteria,…
Execute iterative refinement workflows with validation loops until quality criteria are met. Use for test-fix cycles, code quality improvement, performance optimization, or any…
Run Qserv integration tests — launch the docker-compose test cluster, run query-correctness suites (itest), HTTP frontend tests, and ingest tests, then tear down.
İzinciKuryeAI işveren veya izinci paneline yeni özellik ekleme şablonu. Doğru dosya konumlarını gösterir (izincikuryeai-isveren-panel.html / izincikuryeai-izinci-panel.html),…
Fetch and rank Jable latest-update videos by likes within a recent time window (default 48h). Use when asked to pull Jable recent updates, sort by likes/popularity, and r — from…
Deploy web services to the cloud with Jack. Use when: you need to create APIs, websites, or backends and deploy them live.
Jaeger/OpenTelemetry patterns plus Skriptoteket tracing conventions (async context propagation, correlation, debugging).
Reviews and improves Debug.Log usage in Unity C# projects following structured logging principles: context tags, severity contracts, boundary-based placement, and criticality…
Configures Jahro lifecycle controls for safe production deployment including JAHRO_DISABLE, auto-disable, and build validation.
Detects Jahro in Unity projects and guides installation, API key configuration, and feature overview.
Guides snapshot mode selection, capture workflows, QA sharing, and team setup for Jahro Snapshots. Use when the user mentions snapshots, bug capture, sharing logs, streaming,…
Migrate Java applications from Jakarta EE on OpenLiberty to Spring Boot/Spring Framework with one-shot execution.
Production-grade RAG system patterns — keyword search foundations + vector hybrid retrieval, FastAPI, OpenSearch, Airflow pipelines. Dùng khi build RAG cho production.
Draft an architecture decision record for Janela in the project's own format, numbered and indexed. Use when a design choice needs recording before code, when an issue is labelled…
Design, refactor, or review code when semantic clarity is the explicit goal, using precise domain names, explicit failures and effects, useful domain types, immutable data flow,…
Before hand-building any reusable building block in a Jardis project — caching, scheduling, HTTP clients, queues or messaging, validation, logging, secrets, persistence, or DDD…
Hub de commandes DevOps Jarvis. Route vers les sous-commandes selon les arguments : git purge, et d'autres à venir.
Load full Jarvis app context instantly — architecture, patterns, current state, rules. Use when working on jarvis.html specifically.
Scaffold solution .NET 9 phân lớp + cài Jarvis framework từ folder trống — F5 chạy Swagger. Dùng khi tạo project backend mới, cài package Jarvis, hoặc thêm module vào solution có…
Universal memory architecture for AI agents. Provides long-term memory, daily logs, diary, cron inbox, heartbeat state tracking, social platform post tracking, sub-agent context…
JARVIS-style HUD web interface for OpenClaw agents. Interactive Three.js orb with agent state visualization, real-time chat via Gateway WebSocket, audio spectrum analyzer, system…
Generates Jasmine tests in JavaScript. BDD-style framework with spies and async support. Use when user mentions "Jasmine", "jasmine.createSpy", "toHaveBeenCalled".
BDD-style JavaScript testing with Jasmine covering spies, async patterns, custom matchers, clock manipulation, and comprehensive test organization for frontend and Node.js…
Upgrade Java projects from Java 21 to Java 25 with required dependency updates. Requires Gradle 9.x, Groovy 5.x, and updated plugins for compatibility.
GraalVM Native Image expert that adds native image support to Java applications, builds the project, analyzes build errors, applies fixes, and iterates until successful…
Maintain Java-only Android projects and Kotlin/Java interoperability inside Android apps or libraries, including Java source sets, AndroidX Java APIs, annotations, nullability,…
Discover Java API signatures from compiled JARs using javap instead of guessing or relying on incomplete documentation.
Use when when you need to confirm that a Java project's GitHub Actions workflow (e.g., 'dev_build_release.yml') has completed successfully and generated usable build artifacts;
Use when building, configuring, or debugging enterprise Java applications with Spring Boot 3.x, microservices, or reactive programming.
Expert Java architect specializing in Java 21, Spring Boot 3, and Jakarta EE ecosystem. This agent excels at designing enterprise-grade applications with modern Java features,…
Use when analyzing Java/Spring architecture, 看懂 Java/Spring 项目, 分析架构, 梳理业务链路（下单/鉴权/支付）, 画时序图, 提炼设计模式, or planning refactors/二次开发.
AI驱动的Java代码安全审计技能，实现系统化、高覆盖率的漏洞挖掘。使用场景： (1) 审计Java/Kotlin项目寻找安全漏洞（0day挖掘、代码审计、安全评估） (2) 企业级代码库的安全审计（支持大型项目） (3) 需要高质量、低幻觉率的安全审计报告 (4) CI/CD集成的前期漏洞发现…
Use when the user wants Java backend engineering practice outside interviews: backend business module design, guided implementation practice, enterprise review of user-written…
Use when the user is preparing for Java backend interviews or interview-oriented learning, including Java面试, 后端面试, 模拟面试, 八股文, 项目拷打, 面试复盘, 面试题库, 场景案例, resume/JD-based Java backend…
Use when when you need to verify that a Java project's automated build pipeline (GitHub Actions workflow) executes without errors and generates distributable artifacts (e.g., .deb…
Java/Maven/Gradle build, compilation, and dependency error resolution specialist. Fixes build errors, Java compiler errors, and Maven/Gradle issues with minimal changes — from…
Use when the user asks to add caching, configure Redis or Caffeine cache, use @Cacheable/@CacheEvict/@CachePut, optimize repeated database or API calls, or review existing Spring…
Core CDI patterns including constructor injection, scopes, producers, and container configuration
Quarkus-specific CDI patterns including @QuarkusTest, native image support, and reflection registration
Remove dead code, update deprecated APIs, apply modern Java patterns, and clean up Java codebases. Use when cleaning up Java projects, removing unused.
Systematic code review for Java with null safety, exception handling, concurrency, and performance checks.
Prüft Java-Code-Signing und Zertifikatsmanagement im Nis2 Cybersecurity Compliance.
Java coding standards for Spring Boot services: naming, immutability, Optional usage, streams, exceptions, generics, and project layout.
Select Java collections by access pattern, use streams where they clarify, and default to immutability and records.
Core Java development patterns including code organization, modern features, performance patterns, and implementation verification
JaCoCo code coverage configuration for Java/Gradle projects. Covers report generation, coverage thresholds, multi-module aggregation, and SonarQube integration.
Use when you need to apply data-oriented programming best practices in Java — including separating code (behavior) from data structures using records, designing immutable — from…
Guide Claude to create domain modules following DDD principles and hexagonal architecture for Java + Spring Boot projects.
Use when you need to view the source code of a Java class from project dependencies, understand a library's API implementation, find method signatures, or explore how a dependency…
Use when you need to select, review, or implement Java design and integration patterns — including classic Java design patterns, REST API patterns, Kafka and event-driven…
A comprehensive guide providing essential design principles and best practices for Java development
面向企业级 Java 开发团队的开发规约治理工具，提供团队级规范定制能力。核心能力: - 7 大维度规约的团队级自定义配置 - 规约合规性自动检查与报告生成 - 新项目脚手架与规范模板集成 - 架构分层规范与依赖管理约束 - 设计模式与设计原则的代码示例库 - CI/CD 规约检查集成与质量门禁 — from thcjp/hermes-skills
Java 开发规约速查手册，覆盖命名、异常、并发、数据库等 7 大维度核心规范。Use when 需要代码生成、编程辅助、调试测试、开发部署时使用。不适用于无明确技术栈的模糊需求。适用于独立开发者、企业团队和自动化工作流场景。支持中文交互，无需复杂配置即开即用。输出结果可直接使用，减少二次加工成本。
面向企业级 Java 开发团队的开发规约治理工具，提供团队级规范定制能力。核心能力: - 7 大维度规约的团队级自定义配置 - 规约合规性自动检查与报告生成 - 新项目脚手架与规范模板集成 - 架构分层规范与依赖管理约束 - 设计模式与设计原则的代码示例库 - CI/CD 规约检查集成与质量门禁 — from thcjp/hermes-skills
Implement or fix small-to-medium Java features without full SDD (Spring Boot default). Use for isolated JVM/Spring Boot work or when invoking /java-developer.
Use when writing, reviewing, or modifying Java/JVM source — the house standard for everyday Java craft: design and naming (composition over inheritance, interfaces over…
Containerize Java applications - Dockerfile optimization, JVM settings, security
Use when you need to generate or improve Java project documentation — including README.md files, package-info.java files, and Javadoc enhancements — through a modular, st — from…
Java 25 development patterns for the crypto-scout ecosystem including microservices, ActiveJ, and async I/O