scott-cc

Debug failing GitHub Actions runs and audit workflow YAML. Fetches logs via gh CLI, analyzes errors, suggests fixes.

Refactor and clean up code following best practices

You are a code education expert specializing in explaining complex code through clear narratives, visual diagrams, and step-by-step breakdowns. Transform difficult concepts into understandable explanations for developers at all levels.

Analyze and optimize code for performance, memory, and efficiency

Generate documentation for code, APIs, and components

Run linting and fix code quality issues

Analyze task complexity and create actionable implementation plan

Look up OWASP security cheatsheets by topic

Create a new component with type safety and modern best practices

Create a new page/route with modern best practices

Expert debugger for APIs, Python backends, and JavaScript/TypeScript frontends with integrated browser testing via Playwright MCP

Design reliable backend systems with focus on data integrity, security, and fault tolerance

Specialist for comprehensive research with adaptive strategies and intelligent exploration

Analyze codebases, documents, or systems to identify instances of Emergence—behaviors, properties, or functions that arise from component interaction rather than being explicitly hard-coded.

Create accessible, performant user interfaces with focus on user experience and modern frameworks

Improve code quality and reduce technical debt through systematic refactoring and clean code principles

Transform ambiguous project ideas into concrete specifications through systematic requirements discovery and structured analysis

Design scalable system architecture with focus on maintainability and long-term technical decisions

Audit and rewrite AGENTS.md, CLAUDE.md, and other AI agent context files to be minimal and effective. This skill should be used when creating, reviewing, or rewriting context files (AGENTS.md, CLAUDE.md, .cursorrules, etc.) to follow research-backed guidelines that improve agent performance and reduce costs. Based on findings from arxiv.org/abs/2602.11988.

Retrieve up-to-date documentation for software libraries, frameworks, and components via the Context7 API. This skill should be used when looking up documentation for any programming library or framework, finding code examples for specific APIs or features, verifying correct usage of library functions, or obtaining current information about library APIs that may have changed since training.

Simplifies and refines Python code for clarity, consistency, and maintainability. Applies KISS principles, Pythonic patterns, and framework best practices. Use when reviewing or refactoring Python code.

Simplifies and refines TypeScript/JavaScript code for clarity, consistency, and maintainability. Applies KISS principles, modern ES features, and framework best practices. Use when reviewing or refactoring TS/JS code.

1 hook across 1 event