SuperClaude

Execute tests with coverage analysis, gap identification, test generation, and automated quality reporting. Use when running tests, analyzing coverage, generating missing tests, or debugging test failures.

Interactive multi-model consensus code review using PAL MCP. Reviews commits, staged changes, or branch diffs with user-directed scope and interactive decision points.

Provide clear explanations of code, concepts, and system behavior with educational clarity. Use when understanding code, learning concepts, or knowledge transfer.

Enforce KISS, Purity, SOLID, and Let It Crash principles through mandatory validation gates. Detects complexity violations, impure functions, design anti-patterns, and error handling issues.

Strict Test-Driven Development enforcer with Red-Green-Refactor workflow automation. Auto-detects frameworks, validates semantic test failures, and blocks production code until tests fail properly. Use for feature development, bug fixes with test coverage, or refactoring with safety nets.

E2E testing workflow supporting Playwright, Cypress, and Selenium. Run, debug, record, trace, generate test scaffolds, and view reports. Use when running browser tests, debugging E2E failures, or generating test scaffolds.

LLM pipeline evaluation with oracle judge scoring. Runs prompts against gold standard datasets, evaluates output quality via LLM-as-judge, and generates scored reports with improvement recommendations.

Feature implementation with intelligent persona activation, task orchestration, and MCP integration. Use when implementing features, APIs, components, services, or coordinating multi-agent development. Triggers on requests for code implementation, feature development, or complex task orchestration.

Analyze application logs, identify errors, perform root cause analysis, and interactively fix issues with a learned knowledge base. Use when debugging from logs, triaging errors, or fixing recurring issues.

Run all local CI checks before creating a PR with interactive failure remediation. Use when validating code quality before pull requests, running pre-flight checks, or fixing CI failures locally.

Multi-remote git push with selective content filtering. Push to multiple remotes with per-remote path exclusions, branch mapping, and force-push controls.

Auto-update project documentation by analyzing git changes with cross-reference validation and staleness reporting. Supports single-file README updates or multi-document review. Use when synchronizing documentation with code changes.

Deep research on any topic combining real-time web search (Rube MCP) with multi-model consensus analysis (PAL MCP). Produces structured reports with sourced findings and confidence assessments.

Comprehensive MCP orchestration skill integrating PAL MCP (reasoning, consensus, debugging) and Rube MCP (500+ app automations). Central hub for all MCP-powered workflows.

Create PR and iteratively fix CI failures with interactive confirmation. Automates branch creation, commit, push, PR creation, and CI monitoring until all checks pass.

Git worktree management for multi-agent parallel development. Use when spawning multiple agents to work on isolated features simultaneously.

Comprehensive code analysis, quality assessment, and issue diagnosis. Use when analyzing code quality, security vulnerabilities, performance bottlenecks, architecture reviews, or troubleshooting bugs and build failures.

Interactive requirements discovery through Socratic dialogue and systematic exploration. Use when transforming ambiguous ideas into concrete specifications, validating concepts, or coordinating multi-persona analysis.

Design system architecture, APIs, and component interfaces with comprehensive specifications. Use when planning architecture, designing APIs, creating component interfaces, or modeling databases.

Generate focused documentation for components, functions, APIs, and features. Use when creating inline docs, API references, user guides, or technical documentation.

Git operations with intelligent commit messages and workflow optimization. Use when committing changes, managing branches, or optimizing git workflows.

Apply systematic improvements to code quality, performance, maintainability, and cleanup. Use when refactoring code, optimizing performance, removing dead code, or improving project structure.

Generate structured implementation workflows from PRDs and feature requirements. Use when planning implementations, decomposing features, or coordinating multi-domain development.

Present a multi-select question allowing multiple choices

Present a multiple-choice question to the user using AskUserQuestion tool

Index directory for automatically learned skills from execution feedback

Expert data engineer specializing in building scalable data pipelines, ETL/ELT processes, and data infrastructure. Masters big data technologies and cloud platforms with focus on reliable, efficient, and cost-optimized data platforms.

End-to-end feature owner with expertise across the entire stack. Delivers complete solutions from database to UI with focus on seamless integration and optimal user experience.

Expert Kubernetes specialist mastering container orchestration, cluster management, and cloud-native architectures. Specializes in production-grade deployments, security hardening, and performance optimization with focus on scalability and reliability.

Expert ML engineer specializing in machine learning model lifecycle, production deployment, and ML system optimization. Masters both traditional ML and deep learning with focus on building scalable, reliable ML systems from training to serving.

Expert performance engineer specializing in system optimization, bottleneck identification, and scalability engineering. Masters performance testing, profiling, and tuning across applications, databases, and infrastructure with focus on achieving optimal response times and resource efficiency.

Expert React specialist mastering React 18+ with modern patterns and ecosystem. Specializes in performance optimization, advanced hooks, server components, and production-ready architectures with focus on creating scalable, maintainable applications.

Expert infrastructure security engineer specializing in DevSecOps, cloud security, and compliance frameworks. Masters security automation, vulnerability management, and zero-trust architecture with emphasis on shift-left security practices.

Expert technical writer specializing in clear, accurate documentation and content creation. Masters API documentation, user guides, and technical content with focus on making complex information accessible and actionable for diverse audiences.

Build, compile, and package projects with intelligent error handling and optimization. Use when building projects, creating artifacts, debugging build failures, or preparing deployments.

Provide development estimates for tasks, features, or projects with intelligent analysis. Use when planning timelines, assessing complexity, or scoping resources.