next-comment-analyzer
Analyze code comments for accuracy, completeness, and long-term maintainability. Use after adding documentation, before finalizing PRs with comment changes, or when reviewing existing comments for technical debt.
RubyCritic Code Quality Analysis
Analyze Ruby and Rails code quality with RubyCritic. Identifies code smells, complexity issues, and refactoring opportunities. Provides detailed metrics, scores files A-F, compares branches, and prioritizes high-churn problem areas. Use when analyzing Ruby code quality, reviewing PRs, or identifying technical debt.
code-review
Comprehensive code review framework for evaluating implementations against plans, requirements, and quality standards. Provides structured analysis with prioritized, actionable feedback.
tracking-technical-debt
Use when you notice code problems while working on something else - links code markers to beads so issues don't get lost. Triggers on "I see a problem but can't fix it now."
refactoring
Detect code smells and apply safe refactoring techniques
code-review
Perform thorough code reviews with security, performance, and maintainability analysis. Use when user asks to review code, check for bugs, or audit a codebase.
Ruby Refactoring Expert
Automatically invoked when analyzing code quality, refactoring, or maintainability. Triggers on mentions of "code smell", "refactor", "code quality", "technical debt", "complexity", "maintainability", "clean code", "SOLID", "DRY", "improve code", "simplify", "extract method", "extract class", "long method", "large class", "duplication". Provides Ruby refactoring patterns and code smell identification based on Ruby Science methodology for recently written Ruby/Rails code.
ousterhout-principles
Apply Ousterhout's software design principles: detect shallow modules, information leakage, and complexity red flags. Use when reviewing code, designing modules, refactoring, or discussing architecture.
tech-debt-tracker
Automated technical debt identification, tracking, and prioritization system
code-review
Performs comprehensive code reviews focusing on correctness, maintainability, performance, and best practices. Trigger keywords: review, code review, PR review, pull request, check code, audit code.
refactor
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react-flow-code-review
Reviews React Flow code for anti-patterns, performance issues, and best practices. Use when reviewing code that uses @xyflow/react, checking for common mistakes, or optimizing node-based UI implementations.
llm-artifacts-detection
Detects common LLM coding agent artifacts in codebases. Identifies test quality issues, dead code, over-abstraction, and verbose LLM style patterns. Use when cleaning up AI-generated code or reviewing for agent-introduced cruft.
code-analysis
Provides methodologies, metrics, and best practices for analyzing code structure, complexity, and quality
pr-reviewer
Review pull requests for quality, security, and performance. Use when user says "review my changes before I merge", "do a code review on this PR", "check if this is ready to merge", "review the diff for any issues", "give me feedback on these changes", or "is this PR ready for review".
tech-debt-analyzer
Analyze and prioritize technical debt with remediation plans. Use when user says "analyze the technical debt in this codebase", "what's the code quality like in this module", "identify what's slowing down our development", "assess the maintenance burden of this legacy code", "create a plan to pay down our tech debt", or "where should we focus our cleanup efforts".
dry-philosophy
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code-quality-assessment
Activate when analyzing code quality through linting, formatting, testing, coverage analysis, and maintainability metrics
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