Start working on GitHub issue with deep-dive workflow (research, innovate, plan phases)

Systematically diagnose and fix bugs through triage, reproduction, root cause analysis, and verified fixes. Use when resolving bugs, errors, failing tests, or investigating unexpected behavior.

issue-resolver

**Skill Name:**

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.

Master of Italian cuisine including pasta, risotto, regional specialties, and traditional techniques

<!-- PM-Skills | https://github.com/product-on-purpose/pm-skills | Apache 2.0 -->

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.

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

Deploy non-violence as navigation itself - Ahimsa, Anekantavada, Syadvada active.

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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 building enterprise Java applications with Spring Boot 3.x, microservices, or reactive programming. Invoke for WebFlux, JPA optimization, Spring Security, cloud-native patterns.

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Interactive wizard for creating Java components with standards compliance

java-ddd-hexagonal

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

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

Java code maintenance standards including prioritization, refactoring triggers, and compliance verification

JSpecify null safety annotations with @NullMarked, @Nullable, and package-level configuration

Systematic Quarkus native image optimization with reflection registration and performance improvements

Advanced testing - Testcontainers, contract testing, mutation testing, property-based

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

Use when building JavaScript applications with modern ES2023+ features, frameworks, and best practices.

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

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.

Write and run JavaScript/TypeScript tests using Vitest or Jest with mocking, component testing, and coverage. Use when writing JS/TS tests, testing Svelte/React components, or setting up test configuration.

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.

Specialized agent for generating high-quality articles and blog posts using jekyll-TeXt-theme, with expertise in software verification and validation. Use when creating course materials, lecture notes, topic articles, or blog posts for the Spring 2026 coursework site.

Build Jenkins declarative and scripted pipelines with stages, agents, parameters, and plugins. Implement multi-branch pipelines and deployment automation.

Write JavaScript/TypeScript tests with Jest including unit tests, mocking, snapshots, and coverage. Test React components, async code, and Node.js. Use for JavaScript testing, React testing, or test automation.

Jest testing patterns, anti-patterns, and quality rules

Comprehensive React component testing with Jest and React Testing Library covering configuration, mocking strategies, async testing patterns, hooks testing, and integration testing best practices

Scaffolds Jest unit tests for React components and hooks. Use when creating tests for frontend components.

Use when jest testing patterns including unit tests, mocks, spies, snapshots, and assertion techniques for comprehensive test coverage.

Tests JavaScript and TypeScript applications with Jest test runner including mocking, snapshot testing, and code coverage. Use when setting up testing, writing unit tests, or when user mentions Jest, test runner, or JavaScript testing.

Expert assistant for Juju charm development using jhack utilities. Use when debugging charms, inspecting relations, syncing code, replaying events, testing scenarios, or performing rapid development iterations. Keywords include jhack, Juju debugging, charm testing, relation inspection, event replay, sync, tail, fire, show-relation, show-stored.

Authenticate with Jira Cloud REST API using API tokens. Use when setting up Jira connections, validating credentials, or handling rate limiting.

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Expert in mapping SpecWeave increments to JIRA structure (Increment → Epic + Stories + Subtasks) with bidirectional sync. Use when exporting increments to JIRA, importing JIRA epics as increments, or configuring field mapping. Maintains traceability across systems.

Search Jira issues using JQL queries. Use when filtering issues by project, status, assignee, date, or building reports.

Sync guidance for SpecWeave increments with JIRA epics/stories (content SpecWeave→JIRA, status JIRA→SpecWeave). Use when asking about JIRA integration setup or troubleshooting sync. For actual syncing, use /sw-jira:sync command instead.

This skill should be used when estimating development time for Jira tickets. It provides both manual and AI-assisted estimates with T-shirt sizes, story points, and phase-by-phase time breakdowns based on task type classification, complexity scoring, and project architecture (monolithic/serverless/frontend/fullstack/mobile/test_automation).

Control Chrome browser via CLI for testing, automation, and debugging. Use when the user needs browser automation, screenshots, form filling or page inspection.

Jira ticket creation and management for AI agent commands, with severity-based processing and proper integration

Integrate third-party repository history into the monorepo by adding remotes and creating workspaces. Use when testing patches to upstream projects, making local modifications to dependencies, or maintaining forks that need to track upstream changes. (project)

Use when defining GitLab CI jobs, configuring scripts, setting up environments, or managing job dependencies. Covers job structure and execution options.