Performance
Performance profiling and optimization
hytopia-debugging
by Abstrucked
Helps debug HYTOPIA SDK games. Use when users need performance monitoring, error handling, client debugging, or troubleshooting. Covers debug panels, ErrorHandler, browser dev tools, and server logging.
vscode-config
by simplerick0
Manage VSCode/Cursor configuration in this dotfiles repository. Use when working with settings.json, keybindings.json, or tasks.json files, or when asked about VSCode/Cursor configuration structure.
ta-kernel-butler
by cosdt
This skill should be used when the user asks about "Ascend NPU", "昇腾", "Huawei NPU", "triton-ascend", "Ascend kernel development", "NPU算子开发", "Atlas", "CANN", or mentions Ascend hardware, AI Core, Cube/Vector/Scalar units. Provides expert guidance on Ascend NPU hardware architecture, triton-ascend kernel development, and GPU to NPU migration. Always use this skill for Ascend-related questions to avoid confusion with GPU documentation and concepts.
quality-manager-qmr
by nimeshgurung
Senior Quality Manager Responsible Person (QMR) for HealthTech and MedTech companies. Provides overall quality system responsibility, regulatory compliance oversight, management accountability, and strategic quality leadership. Use for quality system governance, regulatory compliance oversight, management responsibility, and quality strategic planning.
m04-zero-cost
by lywa1998
"CRITICAL: Use for generics, traits, zero-cost abstraction. Triggers: E0277, E0308, E0599, generic, trait, impl, dyn, where, monomorphization, static dispatch, dynamic dispatch, impl Trait, trait bound not satisfied, 泛型, 特征, 零成本抽象, 单态化"
design-led-development
by jakenuts
Build software with elite design principles focusing on user outcomes, trust, accessibility, and performance. Use when creating UI components, designing user flows, writing production code, reviewing code quality, or when the user mentions UX, accessibility, performance, or trust-focused development.
image-optimization
by IgorVaryvoda
Expert guidance on image optimization for web performance. Use when working with image formats (WebP, AVIF, JPEG, PNG, GIF, SVG, HEIC, JPEG XL), compression settings, responsive images, lazy loading, CDNs, Core Web Vitals, or any image-related web development task. Covers format selection, quality settings, srcset/sizes, picture element, art direction, fetchpriority, placeholder strategies (LQIP, blur-up, blurhash), container queries, HDR/wide color gamut, AI-powered image tools, edge/serverless processing, and performance optimization.
Evaluation & Benchmarks
by sovr610
This skill should be used when the user asks to "evaluate the model", "run benchmarks", "compute metrics", "measure accuracy", "test on MNIST", "compute F1 score", "generate confusion matrix", "evaluate few-shot", "measure anomaly detection", "run cognitive benchmarks", "compare model variants", "create evaluation report", "set up eval harness", or needs guidance on evaluation protocols, metrics computation, benchmark harnesses, or performance reporting for the brain_ai system.
maui-ui-best-practices
by Rimblehelm
Defines recommended UI/UX patterns, layout strategies, styling conventions, accessibility rules, and performance guidelines for .NET MAUI applications.
Investigor Frontend Skill Playbook
by Heuric-Systems
docs/CROSS_REPO_ALIGNMENT_2026_04_27.md
azure-app-service-networking
by seligj95
Configure Azure App Service networking including VNet integration, private endpoints, hybrid connections, and traffic management. Use when connecting apps to virtual networks, securing backend access, configuring private endpoints, setting up Front Door or Traffic Manager, or troubleshooting network connectivity.
flutter-integration-tests
by victor-teles
Best practices and patterns for writing Flutter integration tests using the integration_test package. Use when creating, reviewing, or improving integration tests in Flutter projects. Triggers on tasks involving integration_test/ directory, IntegrationTestWidgetsFlutterBinding, flutter drive commands, end-to-end testing, screenshot testing, golden file testing, or performance profiling in Flutter apps.
analyze-function
by carsten-j
Analyze the specified function from the given file with detailed line-by-line breakdown. Use when you need to understand what a function does, how it works, and why it was implemented that way.
free-scaling
by isotrivial
"$0 test-time scaling with NVIDIA NIM free tier. Smart cascade routes questions to the best free model based on measured capability profiles, escalating only on uncertainty. 15 models, 7 capability categories, data-driven panels. Use for auditing, code review, fact-checking, compliance, or any judgment task."
vite-react-best-practices
by jha39
Comprehensive React and Vite SPA performance, architecture, and deployment guidelines. Use this skill when building, reviewing, or refactoring React applications built with Vite (SPA). Covers Vite-specific build configurations, static hosting requirements, and core React performance patterns.
mem-skill
by Lilily58
Hybrid conversational memory management using SQLite and a vector database for retrieval-augmented user context. Use when building or updating assistants that need persistent user facts, lexical plus semantic retrieval, conflict arbitration, confidence scoring, temporal validity, and profile injection across turns.
debugging-strategies
by TriNgo0108
Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use when investigating bugs, performance issues, or unexpected behavior.
documentation-generator
by Olino3
Forge is a marketplace for a Claude Code Plugins
fastapi
by Olino3
Modern FastAPI development guidance for building high-performance APIs with async Python, Pydantic validation, dependency injection, and OpenAPI-first design. Covers architecture, security, performance, and deployment.
openyggdrasil
by INTEGRITY2077
Attaches the current provider session to the shared openyggdrasil memory forest when the session needs durable memory, attachment repair, cold-start health checks, or session-bound inbox access.
plan-lite
by Hideturno
Create a lightweight 3-5 step plan with risks and checkpoints; use when a task is non-trivial, has regression risk, or spans multiple files/systems.
fsharp-performance-review
by bromanko
This skill should be used when the user asks to "review performance", "optimize F#", ".NET performance", "performance audit", "find bottlenecks", "improve efficiency", or wants analysis of F# code performance focusing on .NET runtime patterns, async architecture, and data structure choices.
vercel-react-best-practices
by Jackiexiao
Vercel Engineering的React和Next.js性能优化指南。在编写、审阅或重构React/Next.js代码时应使用此技能，以确保最佳性能模式。触发涉及React组件、Next.js页面、数据获取、捆绑优化或性能改进的任务。
vercel-react-best-practices
by yuanxiao0115
React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.