Refactoring
Code restructuring and optimization
analytics-tracking
by ngxtm
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db-query-optimization
by KentoShimizu
"Query optimization workflow for reducing latency and resource cost through plan-aware rewrites and access-path improvements. Use when hot-path query behavior is the bottleneck; do not use for conceptual schema redesign without workload evidence."
ios-build-performance
by derKlinke
Use for slow builds: Build Timeline analysis, type-check bottlenecks, compilation caching, and incremental-build optimization
code-simplifier
by derKlinke
Simplifies and refines code for clarity, consistency, and maintainability while preserving all functionality. Use when asked to "simplify code", "clean up code", "refactor for clarity", "improve readability", or review recently modified code for elegance. Focuses on project-specific best practices.
architecture-clean-architecture
by KentoShimizu
"Clean Architecture workflow for enforcing dependency direction, stable domain boundaries, and use-case-centered application design. Use when teams must separate business rules from frameworks and delivery mechanisms; do not use for isolated module cleanup without boundary implications."
agent-orchestration-multi-agent-optimize
by ngxtm
"Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability."
help
by cadrianmae
Display help for the session management system
gof-design-patterns
by emvnuel
Detects opportunities to apply GoF Design Patterns in Jakarta EE/MicroProfile. Use when reviewing code for structural improvements or implementing creational, structural, or behavioral patterns.
clean-code-principles
by emvnuel
Detects violations of Clean Code principles and suggests refactorings. Use when reviewing code quality, improving readability, or refactoring methods, classes, and modules.
retro
by alienfast
Analyze completed Linear cycles for retrospectives. Identifies velocity trends, scope creep, and patterns to improve future planning.
test-driven-development
by ederheisler
Use when implementing any feature or bugfix, before writing implementation code
ask-questions-if-underspecified
by alemar11
Clarify requirements before implementing when a request is underspecified or the user asks for clarification.
code-principles
by vnord
General coding principles—explicit over implicit, separation of concerns, purity, composability
ask-questions-if-underspecified
by ederheisler
Clarify requirements before implementing. Use when serious doubts araise.
process-modeling
by spjoshis
Master process modeling with BPMN, flowcharts, swimlane diagrams, and process optimization techniques for business process improvement.
@tank/tdd-workflow
by tankpkg
"Test-Driven Development: RED-GREEN-REFACTOR cycle, three laws of TDD, test-first patterns, and practical workflows. Covers test doubles, testing pyramids, property-based testing, and mutation testing. Triggers: TDD, test-driven development, red green refactor, test first, unit test, failing test, test double, mock, stub, spy, test pyramid, property-based testing, mutation testing, test coverage, testing strategy, write tests."
code-simplifier
by abpai
Simplify and refactor code for clarity, consistency, and maintainability while preserving exact behavior. Use when code was just added or modified and needs readability-focused cleanup without changing outputs, side effects, or external interfaces.
general-codereview
by xinbenlv
Perform thorough code reviews following Google's 5-step methodology. Use when reviewing pull requests, change lists, or any code changes to ensure quality, correctness, and maintainability.
quick-fix
by ayeo-io
"The light path: dimensions, red-green-refactor, gates. Load with /compass:quick-fix."
transcribe-refiner
by PrakharMNNIT
"Clean and reconstruct raw auto-generated captions (Zoom, YouTube, Teams, Google Meet, Otter.ai, etc.) into readable, coherent transcripts. Use when the user provides raw caption files (.txt, .vtt, .srt), meeting transcripts with timestamps and speaker tags, or asks to clean up/refine a transcript. Handles: timestamp removal, speaker tag normalization, filler word removal, broken sentence reconstruction, transcription error correction, paragraph formation. Preserves every piece of substantive content while removing noise. Trigger phrases: 'clean this transcript', 'refine captions', 'fix this transcript', 'process Zoom captions', 'clean up meeting notes'."
reimplement-branch
by ilamanov
Reimplement the current branch on a new branch with a clean, narrative-quality git commit history. Use when the user wants to clean up messy commits, create a tutorial-style commit history, or prepare a branch for review with logical, self-contained commits. Triggers on requests like "clean up my commits", "reimplement this branch", "create a clean history", or "make my commits reviewable".
refactor
by coreindustries
"Safely refactor code with test-driven approach."
complexity-analyzer
by CuriousLearner
Measure and report code complexity metrics with actionable recommendations.
java-maven-helper
by CuriousLearner
Maven build system, dependency management, and Java project configuration assistance.