Agent Engineer | Ex-Google Researcher | C.O.D.E. Chairman & Founder
Tony Siu builds skills that help AI agents analyze code for quality, security vulnerabilities, performance bottlenecks and build failures, run and debug end-to-end browser tests across Playwright, Cypress and Selenium, and handle Git commits and branch workflows. His catalog also covers full-stack feature delivery from database to UI, impact analysis before code changes, performance engineering, explanations of code and system behavior, and development estimates. Across these skills, his work centers on giving agents concrete, practical steps for software engineering tasks throughout the development lifecycle.
Superclaude
43 skills · 20 stars · MIT
Agent Data Engineer Expert data engineer specializing in building scalable data pipelines, ETL/ELT processes, and dat…
Agent Fullstack Developer End-to-end feature owner with expertise across the entire stack.
Agent Kubernetes Specialist Expert Kubernetes specialist mastering container orchestration, cluster management, and cloud-nat…
Agent Ml Engineer Expert ML engineer specializing in machine learning model lifecycle, production deployment, and M…
Agent Performance Engineer Expert performance engineer specializing in system optimization, bottleneck identification, and s…
Agent React Specialist Expert React specialist mastering React 18+ with modern patterns and ecosystem.
Agent Security Engineer Expert infrastructure security engineer specializing in DevSecOps, cloud security, and compliance…
Agent Technical Writer Expert technical writer specializing in clear, accurate documentation and content creation.
Ask Present a multiple-choice question to the user using AskUserQuestion tool
Ask Multi Present a multi-select question allowing multiple choices
Gitnexus Cli Use when the user needs to run GitNexus CLI commands like analyze/index a repo, check status, cle…
Gitnexus Debugging Use when the user is debugging a bug, tracing an error, or asking why something fails.
Gitnexus Exploring Use when the user asks how code works, wants to understand architecture, trace execution flows, o…
Gitnexus Guide Use when the user asks about GitNexus itself — available tools, how to query the knowledge graph,…
Gitnexus Impact Analysis Use when the user wants to know what will break if they change something, or needs safety analysi…
Gitnexus Refactoring Use when the user wants to rename, extract, split, move, or restructure code safely.
Learned Skills Index Index directory for automatically learned skills from execution feedback
Sc Analyze Comprehensive code analysis, quality assessment, and issue diagnosis.
Sc Brainstorm Interactive requirements discovery through Socratic dialogue and systematic exploration.
Sc Build Build, compile, and package projects with intelligent error handling and optimization.
Sc Cicd Setup Generates GitHub Actions workflow files (ci.yml, security.yml, ai-review.yml, publish.yml) and pre-c
Sc Code Review Interactive multi-model consensus code review using PAL MCP.
Sc Design Design system architecture, APIs, and component interfaces with comprehensive specifications.
Sc Document Generate focused documentation for components, functions, APIs, and features.
Sc E2E E2E testing workflow supporting Playwright, Cypress, and Selenium.
Sc Estimate Provide development estimates for tasks, features, or projects with intelligent analysis.
Sc Evaluate LLM pipeline evaluation with oracle judge scoring.
Sc Explain Provide clear explanations of code, concepts, and system behavior with educational clarity.
Sc Git Git operations with intelligent commit messages and workflow optimization.
Sc Implement Feature implementation with intelligent persona activation, task orchestration, and MCP integration.
Sc Improve Apply systematic improvements to code quality, performance, maintainability, and cleanup.
Sc Log Fix Analyze application logs, identify errors, perform root cause analysis, and interactively fix iss…
Sc Mcp Comprehensive MCP orchestration skill integrating PAL MCP (reasoning, consensus, debugging) and R…
Sc Pr Check Run all local CI checks before creating a PR with interactive failure remediation.
Sc Pr Fix Create PR and iteratively fix CI failures with interactive confirmation.
Sc Principles Enforce KISS, Purity, SOLID, and Let It Crash principles through mandatory validation gates.
Sc Push Multi-remote git push with selective content filtering.
Sc Readme Auto-update project documentation by analyzing git changes with cross-reference validation and st…
Sc Research Deep research on any topic combining real-time web search (Rube MCP) with multi-model consensus a…
Sc Tdd Strict Test-Driven Development enforcer with Red-Green-Refactor workflow automation.
Sc Test Execute tests with coverage analysis, gap identification, test generation, and automated quality…
Sc Workflow Generate structured implementation workflows from PRDs and feature requirements.
Sc Worktree Git worktree management for multi-agent parallel development.