Refactoring
Code restructuring and optimization
csharp-tdd-develop
by JeongHeonK
TDD 기반 C#/.NET 개발. 테스트 먼저 작성 후 구현. Red-Green-Refactor 순서 강제. 서브에이전트에 위임.
hm-coding-philosophy
by humanmade
Human Made engineering principles and code quality standards. Apply when writing code, reviewing code, planning implementations, or discussing architecture. Covers code quality priorities, simplicity over complexity, and avoiding over-engineering.
clean-typescript
by academind
Write clean, efficient TypeScript code that follows common best practices
test-driven-development
by PeterFile
Use when implementing any feature or bugfix, before writing implementation code
architecture-patterns
by atalovesyou
Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refactoring existing applications for better maintainability.
git-commit
by LukasStrickler
"Write clear git commits with Conventional Commits format. Detects project conventions from history and config. Guides commit granularity. Use when: (1) Completing working code, (2) Code builds and tests pass, (3) Ready to save, (4) Before pushing, (5) After review feedback. Triggers: automatically when finishing commitable work that builds and passes tests."
tdd
by LukasStrickler
"Strict Red-Green-Refactor workflow for robust, self-documenting code. Discovers project test setup via codebase exploration before assuming frameworks. Use when: (1) Implementing new features with test-first approach, (2) Fixing bugs with reproduction tests, (3) Refactoring existing code with test safety net, (4) Adding tests to legacy code, (5) Ensuring code quality before committing, (6) When tests exist but workflow unclear, or (7) When establishing testing practices in a new project. Triggers: test, tdd, red-green-refactor, failing test, test first, test-driven, write tests, add tests, run tests."
Board Meeting Prep
by jmsktm
Prepare board meeting decks, updates, and materials for effective governance
architecture-patterns
by EngineerWithAI
Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refactoring existing applications for better maintainability.
refactor
by DS-codi
One-command orchestrator for module refactors in this Project Memory MCP workspace. Use when the user asks to refactor a module with controlled planning, implementation, review, and testing.
Скоринг Facebook рекламы (крон)
by dengineproblem
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cost-optimization
by EngineerWithAI
Optimize cloud costs through resource rightsizing, tagging strategies, reserved instances, and spending analysis. Use when reducing cloud expenses, analyzing infrastructure costs, or implementing cost governance policies.
data-formatter
by dgriffin831
Format data for display
text-processor
by dgriffin831
Process and clean text content
Brand Partnership Negotiator
by jmsktm
Negotiate and structure brand partnerships and co-marketing deals
Community Manager
by jmsktm
Manage online communities with engagement strategies, moderation, and relationship building
performance-tuner
by gravito-framework
Specialized in speed and resource optimization for Gravito. Trigger this for query profiling, caching strategies, or frontend performance audits.
modernize
by jschulte
Brownfield Upgrade - Upgrade all dependencies and modernize the application while maintaining spec-driven control. Runs after Gear 6 for brownfield projects with modernize flag enabled. Updates deps, fixes breaking changes, improves test coverage, updates specs to match changes.
arch-guard
by knowlet
進行代碼重構或新增模組時觸發。確保程式碼符合 Clean Architecture + DDD + CQRS 的層次關係，防止架構腐化。
clean-architect
by gravito-framework
Senior expertise in Gravito Clean Architecture. Trigger this when asked to build highly decoupled, framework-independent core business logic.
git-commit
by cuozg
Commit staged or unstaged changes with a clean imperative message — use for 'commit', 'git commit', 'commit changes', 'save changes'
refactor-pass
by montagao
Perform a refactor pass focused on simplicity after recent changes. Use when the user asks for a refactor/cleanup pass, simplification, or dead-code removal and expects build/tests to verify behavior.
east-py-datascience
by elaraai
"Data science and machine learning platform functions for the East language (TypeScript types). Use when writing East programs that need optimization (MADS, Optuna, SimAnneal, Scipy, Optimization, GoogleOr), machine learning (XGBoost, LightGBM, NGBoost, Torch MLP, Lightning, GP), Bayesian inference (PyMC), simulation (Simulation DES), ML utilities (Sklearn preprocessing, metrics, splits), conformal prediction (MAPIE), or model explainability (SHAP). Triggers for: (1) Writing East programs with @elaraai/east-py-datascience, (2) Derivative-free optimization with MADS, (3) Bayesian optimization with Optuna, (4) Discrete/combinatorial optimization with SimAnneal, (5) Gradient boosting with XGBoost or LightGBM, (6) Probabilistic predictions with NGBoost or GP, (7) Neural networks with Torch MLP or Lightning, (8) Data preprocessing and metrics with Sklearn, (9) Conformal prediction intervals with MAPIE, (10) Model explainability with Shap, (11) Iterative coordinate descent with Optimization, (12) Constraint programming, vehicle routing, LP/MIP, or graph algorithms with GoogleOr, (13) Bayesian regression, hierarchical models, and multi-layer estimation with PyMC, (14) Economic ontology simulation via discrete event simulation with Simulation."
bash-optimize
by cuozg
Refactor shell scripts for clarity, performance, and maintainability without changing behavior — use for 'optimize script', 'refactor bash', 'improve shell script', 'clean up script'