issue-review

Automatically reviews code changes against issue/spec at evaluate phase start to ensure implementation completeness

Generate GitHub issue templates for standardized issue reporting.

**Skill Name:**

Templates for creating well-structured GitHub issues for bugs, features, and tasks

McKinsey-style issue tree framework for breaking down complex problems into MECE (Mutually Exclusive, Collectively Exhaustive) components. Use when users need to decompose strategic questions, structure analysis, create work plans, or prepare for case interviews. Apply hypothesis-driven approach to problem-solving.

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issue-workflow-orchestrator

Handles deduplication of YouTrack issues. Use when cleaning up duplicate issues, consolidating related bug reports, or organizing issue tracker.

Khi thực hiện code review với codex làm theo các bước sau:

Full development cycle - build, test, play-test, commit

Iteration 10 of Multiplicity Cascade - Generates productive paradoxes

Explain iterations strategy, process and rules to respect all over any realization. Iteration is the main conception workflow of any conception and modification of the project.

Implement continuous AI iteration loops for complex development tasks. Use when building features requiring test-driven refinement, implementing tasks with clear success criteria, or automating iterative improvement workflows. Based on the Ralph Wiggum technique from Claude Code plugins.

Execute iterative refinement workflows with validation loops until quality criteria are met. Use for test-fix cycles, code quality improvement, performance optimization, or any task requiring repeated action-validate-improve cycles.

Execute 4-phase loop for progressive context refinement. Use when complex searches require multiple refinement cycles or context gap is unknown. Not for simple file searches or known file locations.

JACKS (Joint Analysis of CRISPR/Cas9 Knockout Screens) for modeling sgRNA efficacy and gene essentiality. Use when analyzing multiple CRISPR screens simultaneously or when accounting for variable sgRNA efficiency across experiments.

Engineer network systems in the style of Van Jacobson, the architect of TCP congestion control who saved the internet from collapse. Emphasizes congestion avoidance, RTT-based adaptation, queue management, and understanding network dynamics. Use when optimizing network performance, implementing congestion control, or diagnosing latency issues.

Jaeger/OpenTelemetry patterns plus Skriptoteket tracing conventions (async context propagation, correlation, debugging).

Build trading systems in the style of Jane Street, the elite market maker known for functional programming and intellectual rigor. Emphasizes OCaml, correctness by construction, real-time systems, and principled risk management. Use when building market making systems, pricing engines, or mission-critical financial software.

Run parallel analysis agents for quality, coverage, and standards compliance

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, microservices architecture, and comprehensive enterprise integration patterns.

Use when Java concurrency with ExecutorService, CompletableFuture, and virtual threads. Use when building concurrent applications.

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Java 开发规范，包含命名约定、异常处理、Spring Boot 最佳实践等

Containerize Java applications - Dockerfile optimization, JVM settings, security

Enforce CUI logging standards by validating LogRecord usage, testing coverage, and identifier organization

Execute complete implement-test-verify workflow with coordinated agents

Master JPA/Hibernate - entity design, queries, transactions, performance optimization

Execute systematic logging standards maintenance with plan tracking and comprehensive test coverage

java-reviewer

java-spring-service

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This skill should be used when the user asks to 'write unit tests', 'add integration tests', 'create property-based tests', 'fix failing test', 'improve test coverage', 'reduce mocking', 'test this class', 'add jqwik tests', or needs guidance on JUnit 5, Mockito, Spring Boot Test, property testing with jqwik, test patterns, mocking strategies, or test anti-patterns. Covers Java/Spring Boot testing best practices.

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Comprehensive guidance for writing high-quality unit tests in Java projects using JUnit 5 and AssertJ. Use when writing unit tests, creating test classes, or need guidance on mocking strategies, assertions, test builders, or JUnit 5 best practices. Requires JUnit 5, AssertJ, and Mockito dependencies.

JavaDoc documentation standards including class, method, and code example patterns

Write modern, performant Ember.js applications following Ember Octane conventions and current best practices.

Ensure JavaScript/TypeScript code follows industry standards using ESLint linter with linting-workflow framework

Expert-level JavaScript development with modern ES2024+ features, Node.js, npm ecosystem, and best practices

Implements modern JavaScript features from ES2020-ES2024 including optional chaining, nullish coalescing, private fields, Promise methods, and array transformations. Use when modernizing JavaScript code, using ES2024 features, or when user asks about latest ECMAScript standards.

30 pragmatic rules for production JavaScript covering async operations, V8 optimization, memory management, testing, error handling, and performance. Use when writing JavaScript, optimizing performance, handling promises, or building production-grade applications. Includes promise rejection handling, V8 hidden classes, memory leak prevention, and structured testing patterns.

Expert JavaScript developer specializing in modern ES2023+ features, Node.js runtime environments, and asynchronous programming patterns. This agent excels at writing clean, performant JavaScript code using the latest language features, optimizing runtime performance, and implementing scalable backend solutions with Node.js or Bun.

Instructions for refactoring JavaScript code into separate files

JavaScript and TypeScript coding standards, conventions, and best practices. Use when writing, reviewing, or testing JS/TS code.

Writing high-quality unit tests for JavaScript and TypeScript using Jest. Covers test structure (AAA pattern, USE naming), breaking dependencies (stubs, mocks, dependency injection), testing async code (promises, callbacks, timers), avoiding flaky tests, and test-driven development. Use when writing tests, debugging test failures, refactoring tests for maintainability, or questions about Jest, TDD, mocks, stubs, or test best practices.

Java Backend Coding Technology skill for designing, implementing, and reviewing functional Java backend code. Use when working with Result, Option, Promise types, value objects, use cases, or when asked about JBCT patterns, monadic composition, parse-don't-validate, structural patterns (Leaf, Sequencer, Fork-Join), or functional Java backend architecture.