重构
代码重组与优化
help
cadrianmae
Display help for the session management system
ask-python-refactor
NavanithanS
Python refactoring for readability, maintainability, and performance.
ask-flutter-mechanic
NavanithanS
Flutter maintenance with FVM. Clean builds, iOS/Android fixes, asset generation, release.
ask-conceptual-integrity-sentinel
NavanithanS
Audit repos for architectural drift, dead code, and abstraction bloat.
mac-maintenance-cleanup
evanfang0054
macOS 系统深度清理和优化工作流。当用户需要以下操作时使用：(1) 清理系统缓存、日志和临时文件，(2) 卸载应用及其残留文件，(3) 分析磁盘空间使用情况，(4) 清理开发项目构建产物，(5) 系统优化和性能提升，(6) 任何关于 Mac 清理和维护的请求。提供交互式菜单、智能诊断和混合模式（指导+自动执行）。
ask-effective-llm-coder
NavanithanS
Best practices for LLM-assisted coding. Declarative workflows, simplicity, tenacity.
compiler-performance
marius-townhouse
Use when build times are slow. Use when optimizing TypeScript projects. Use when configuring project references. Use when dealing with large codebases. Use when improving IDE responsiveness.
module-augmentation
marius-townhouse
Use when extending third-party types. Use when adding properties to existing interfaces. Use when plugins extend core types. Use when declaration merging is needed. Use when augmenting global types.
architecture-patterns
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
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
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."
flutter-enterprise
ajianaz
"Lightweight Flutter enterprise development skill focused on feature-based clean architecture. Use when user asks to: (1) Build enterprise Flutter apps with clean architecture, (2) Implement feature-based modular structure, (3) Set up scalable Flutter project organization, (4) Create maintainable enterprise codebase. Triggers: Flutter enterprise app, clean architecture Flutter, feature-based Flutter, enterprise Flutter structure, modular Flutter architecture"
architecture-patterns
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
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.
cost-optimization
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.
performance-tuner
gravito-framework
Specialized in speed and resource optimization for Gravito. Trigger this for query profiling, caching strategies, or frontend performance audits.
prompt-optimizer
lambda610
"AI 提示词优化工具 (AI Prompt Optimization Tool). Supports: (1) User prompt optimization (basic/planning/professional), (2) System prompt optimization (general/analytical/format), (3) Iteration, (4) Text-to-image/image-to-image optimization, (5) Prompt evaluation, (6) Variable extraction and generation. Use for: optimizing vague prompts, building system prompts, improving existing prompts, generating image prompts, evaluating prompt quality, extracting/generating variables. Not for: Non-prompt-related tasks."
arch-guard
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。
git-squash
cuozg
Squash commits for a PR — analyze, group, plan, get approval, execute — use for 'squash commits', 'squash for PR', 'clean up commits', 'combine commits'
clean-architect
gravito-framework
Senior expertise in Gravito Clean Architecture. Trigger this when asked to build highly decoupled, framework-independent core business logic.
git-commit
cuozg
Commit staged or unstaged changes with a clean imperative message — use for 'commit', 'git commit', 'commit changes', 'save changes'
code-cleaner
ahmed6ww
Refactor code to remove technical debt, eliminate dead code, and enforce SOLID principles without altering runtime behavior.
east-py-datascience
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
cuozg
Refactor shell scripts for clarity, performance, and maintainability without changing behavior — use for 'optimize script', 'refactor bash', 'improve shell script', 'clean up script'