重构
代码重组与优化
content-modeling-best-practices
sanity-io
General principles for structured content modeling that apply across CMSs, with Sanity-specific guidance. Use when designing content schemas, planning content architecture, or evaluating content reuse strategies.
drilling-logistics
kishorkukreja
When the user wants to optimize oil and gas drilling operations, manage rig logistics, or coordinate upstream supply chains. Also use when the user mentions "well planning," "rig scheduling," "drilling supply chain," "mud logistics," "tubular management," "offshore logistics," "drilling materials management," or "completion operations." For midstream and downstream, see energy-logistics. For fuel distribution, see fuel-distribution.
cross-docking
kishorkukreja
When the user wants to implement cross-docking operations, optimize transshipment, or reduce warehouse storage. Also use when the user mentions "crossdock," "transshipment," "flow-through distribution," "dock-to-dock," "consolidation center," or "break-bulk operations." For general warehouse design, see warehouse-design. For dock scheduling, see dock-door-assignment.
local-dev
BasedHardware
Start local development environment with backend and macOS app
perf-theory-tester
ComposioHQ
"Use when running controlled perf experiments to validate hypotheses."
image-enhancer
ComposioHQ
Improves the quality of images, especially screenshots, by enhancing resolution, sharpness, and clarity. Perfect for preparing images for presentations, documentation, or social media posts.
Performance Engineering Standards
HoangNguyen0403
Universal standards for high-performance software development across all frameworks.
Routing
HoangNguyen0403
Standards for Angular Router, Lazy Loading, and Guards.
Dependency Injection
HoangNguyen0403
Best practices for DI, inject() usage, and providers.
legacy-code
bdfinst
Safely modify code that lacks tests. Use whenever tasked with changing code without test coverage — apply characterization tests and dependency-breaking techniques before making any behavioral changes.
latex-thesis-zh
bahayonghang
中文学位论文 LaTeX 助手（博士/硕士论文）。 Use when writing, reviewing, or improving Chinese LaTeX theses (PhD/Master). Use when user mentions 编译, 格式, 去AI化, 标题, 参考文献, 模板, 一致性, or any Chinese thesis quality task. 支持多种学校模板和 GB/T 7714 国标格式。 触发词（可独立调用任意模块）： - "compile", "编译", "xelatex" → 编译模块 - "structure", "结构", "映射" → 结构映射模块 - "format", "格式", "国标", "GB/T" → 国标格式检查模块 - "expression", "表达", "润色", "学术表达" → 学术表达模块 - "logic", "coherence", "逻辑", "衔接", "methodology", "方法论" → 逻辑衔接与方法论深度模块 - "long sentence", "长句", "拆解" → 长难句分析模块 - "bib", "bibliography", "参考文献" → 参考文献模块 - "template", "模板", "thuthesis", "pkuthss" → 模板检测模块 - "deai", "去AI化", "人性化", "降低AI痕迹" → 去AI化编辑模块 - "title", "标题", "标题优化", "生成标题" → 标题优化模块 - "consistency", "一致性", "术语" → 一致性检查模块
video-transcript-downloader
steipete
Download videos, audio, subtitles, and clean paragraph-style transcripts from YouTube and any other yt-dlp supported site. Use when asked to “download this video”, “save this clip”, “rip audio”, “get subtitles”, “get transcript”, or to troubleshoot yt-dlp/ffmpeg and formats/playlists.
swiftui-view-refactor
steipete
Refactor and review SwiftUI view files for consistent structure, dependency injection, and Observation usage. Use when asked to clean up a SwiftUI view’s layout/ordering, handle view models safely (non-optional when possible), or standardize how dependencies and @Observable state are initialized and passed.
bundle-barrel-imports
TheOrcDev
Import directly from source files instead of barrel files. Apply when using libraries like lucide-react, @mui/material, or @radix-ui/react-* to reduce bundle size and improve dev boot time.
swiftui-liquid-glass
steipete
Implement, review, or improve SwiftUI features using the iOS 26+ Liquid Glass API. Use when asked to adopt Liquid Glass in new SwiftUI UI, refactor an existing feature to Liquid Glass, or review Liquid Glass usage for correctness, performance, and design alignment.
code-simplifier
caarlos0
Simplify and refine code for clarity, consistency, and maintainability while preserving functionality. Use when asked to "simplify", "clean up", or "refactor" code, after writing complex code that could benefit from simplification, or when code has grown hard to follow.
cobrapy
jimmc414
"Constraint-based metabolic modeling (COBRA). FBA, FVA, gene knockouts, flux sampling, SBML models, for systems biology and metabolic engineering analysis."
marketplace-liquidity
RefoundAI
Help users build and manage marketplace liquidity. Use when someone is working on a marketplace business, struggling with supply/demand balance, trying to improve match rates, or asking how to reach critical mass in a two-sided market.
designing-growth-loops
RefoundAI
Help users design and optimize growth loops. Use when someone is building viral mechanics, designing referral programs, creating product-led acquisition, or figuring out how to make their product grow itself.
building-a-promotion-case
RefoundAI
Help users get promoted at work. Use when someone is preparing for a promotion conversation, building their case for advancement, trying to understand what's blocking their promotion, or figuring out how to get to the next level in their career.
windmill
windmill-labs
Open-source developer platform to power your entire infra and turn scripts into webhooks, workflows and UIs. Fastest workflow engine (13x vs Airflow). Open-source alternative to Retool and Temporal.
beamer-presentation
meleantonio
Create academic presentations in Beamer with professional themes
Android Architecture
HoangNguyen0403
Standards for Clean Architecture, Modularization, and Unidirectional Data Flow
System Design & Architecture Standards
HoangNguyen0403
Universal architectural standards for building robust, scalable, and maintainable systems.