Generate nested AGENTS.md coding guidelines per module (monorepo-aware), detect languages/tooling, ask architecture preferences, and set up missing formatters/linters (Spotless for JVM). Use when...
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ai-code-generation
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Comprehensive patterns for building AI-powered code generation tools, code assistants, automated refactoring, code review, and structured output generation using LLMs with function calling and...
code-reviewer
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Review code for best practices, security issues, and potential bugs. Use when reviewing code changes, checking PRs, analyzing code quality, or performing security audits.
clean-code
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Pragmatic coding standards - concise, direct, no over-engineering, no unnecessary comments
code-simplifier
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Simplifies and refines code for clarity, consistency, and maintainability while preserving functionality. Triggers on "simplify this code", "clean up", "refactor for readability", "make this...
code-review
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Review code written by Claude Code or humans across multiple languages. Use when asked to review, audit, critique, or analyze code quality. Supports R, Python, JavaScript, SQL, C++, Rust, Go,...
gh-fix-ci
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Inspect GitHub PR checks with gh, pull failing GitHub Actions logs, summarize failure context, then create a fix plan and implement after user approval. Use when a user asks to debug or fix...
code-styleguides
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Language-specific code style guidelines. Use when writing TypeScript, Python, Go, JavaScript, or HTML/CSS code to ensure consistent, idiomatic, and maintainable code following best practices.
research
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Document codebase as-is with thoughts directory for historical context
code-quality-review
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Conducts comprehensive code quality reviews including code smells detection, maintainability assessment, complexity analysis, design pattern evaluation, naming conventions, code duplication,...
go-code
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Go code quality standards, idioms, and YAGNI/KISS development principles.
code-reviewer
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Expert at quality-focused code review with security emphasis. Use when reviewing code changes, performing security audits, identifying bugs, ensuring code quality and maintainability, or analyzing...
coding-standards
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Universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development.
coding-standards
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Universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development.
clean-code
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Use when writing, reviewing, or refactoring code. Apply when naming variables or functions, structuring classes, handling errors, writing tests, or when code feels complex or hard to understand....
Code quality guide for Rust. USE WHEN: writing Rust code, reviewing code, or ensuring code quality.
code-execution
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Execute Python code locally with marketplace API access for 90%+ token savings on bulk operations. Activates when user requests bulk operations (10+ files), complex multi-step workflows, iterative...
code-documentation
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Writing effective code documentation - API docs, README files, inline comments, and technical guides. Use for documenting codebases, APIs, or writing developer guides.
clean-code-developer
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Assist developers in writing clean, maintainable code following software engineering best practices. Use when conducting code reviews, refactoring code, enforcing coding standards, seeking...
coding-patterns
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Modern coding patterns for clean, maintainable code - use before implementing complex logic; includes orchestration, pure functions, function decomposition, vertical slice, composition, DI, SOLID,...