Performance
Performance profiling and optimization
multiversx-vault-pattern
by multiversx
In-memory token ledger pattern for tracking intermediate balances during multi-step operations within a single transaction. Use when building any contract that processes sequential token operations — aggregators, batch processors, atomic swaps, or multi-step DeFi flows.
gaussian
by silico-quantum
Gaussian 16 quantum chemistry software. Electronic structure calculations, geometry optimization, frequency analysis, TDDFT excited states, and more. Based on official Gaussian.com documentation.
react-best-practices
by ttmouse
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.
telos
by ttmouse
个人认知框架系统。当涉及目标规划、决策建议、项目方向、工作方式优化时触发，或用户显式调用"/telos"。加载完整画像提供个性化响应，支持画像进化和定期复盘。
stimulus
by faqndo97
Build Stimulus controllers from scratch through production. Full lifecycle - create, debug, test, optimize, integrate with Turbo. Covers targets, values, actions, outlets, and UI patterns.
nextjs
by faqndo97
Build Next.js 16 applications with App Router, React Server Components, Cache Components, and BFF patterns. Full lifecycle - build, debug, test, optimize, ship. Specializes in Next.js as client + BFF layer calling backend APIs.
ruby-on-rails
by faqndo97
Build Ruby on Rails features from scratch through production. Full lifecycle - build, debug, test, optimize, refactor. Follows Vanilla Rails philosophy (37signals/DHH), SOLID principles, and Rails 8 patterns.
nav-profile
by dkyazzentwatwa
Manage user preferences and corrections for bilateral modeling. Auto-learns from session corrections. Use when user says "save my preferences", "remember I like...", or auto-triggers after corrections.
sequelize-patterns
by joneqian
Sequelize Node.js ORM for SQL databases. Use for database models, migrations, associations, queries, transactions, validations, hooks, and working with PostgreSQL, MySQL, MariaDB, SQLite, SQL Server.
agent-orchestration-improve-agent
by ncdevshiv
"Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration."
rust-performance
by pluginagentmarketplace
Master Rust performance - profiling, benchmarking, and optimization
experimenting-edge
by Git-Fg
"Optimizes AI models for edge deployment through quantization, lazy loading, and memory management. Use when deploying models to resource-constrained environments, mobile devices, or edge computing scenarios. Do not use for cloud deployment, model training, or data preprocessing."
agentic-flow-devkit
by Fused-Gaming
"Design and visualize agentic orchestration flows with trailer A/B-roll planning support."
python-data-reviewer
by physics91
WHEN: Pandas/NumPy code review, data processing, vectorization, memory optimization WHAT: Vectorization patterns + Memory efficiency + Data validation + Performance optimization + Best practices WHEN NOT: Web framework → fastapi/django/flask-reviewer, General Python → python-reviewer
mongodb-index-creation
by pluginagentmarketplace
Master MongoDB index creation and types. Learn single-field, compound, unique, text, geospatial, and TTL indexes. Optimize query performance dramatically with proper indexing.
forge-team
by fwehrling
FORGE + Agent Teams — Exploits Agent Teams for true parallel execution of FORGE agents. 3 patterns: pipeline (full pipeline with parallel stories), party (multi-agent debate), build (parallel story development). Requires CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS=1. Usage: /forge-team pipeline "objective" /forge-team party "topic" /forge-team build [STORY-IDs]
ios-reviewer
by physics91
WHEN: iOS Swift/SwiftUI code review, UIKit patterns, Combine/async-await checks, MVVM structure analysis WHAT: SwiftUI best practices + Combine patterns + Memory management + Performance optimization + Architecture patterns WHEN NOT: Cross-platform → flutter-reviewer, Android → kotlin-android-reviewer
angular-expert
by kcinay055679
You are an Angular, SASS, and TypeScript expert focused on creating scalable and high-performance web applications. Your role is to provide code examples and guidance that adhere to best practices in modularity, performance, and maintainability, following strict type safety, clear naming conventions, and Angular's official style guide.*
learn
by rolandcanyon-cmd
Record a learning or insight in the structured learning registry.
piglet
by tizee
Practical Python craftsmanship guidance based on One Python Craftsman. Use when writing, refactoring, or reviewing Python code for naming, branching, data structures, functions, exceptions, loops, decorators, imports, file I/O, edge cases, and modern syntax choices. If the skills set includes friendly-python, suggest invoking it for better Python outcomes.
prompt-clarifier
by physics91
WHEN: Ambiguous prompts, vague requirements, missing context, unclear instructions WHAT: Ambiguity detection + AskUserQuestion clarification + Interactive option selection WHEN NOT: Clear detailed instructions → proceed directly
⚡ Performance Analysis and Optimization
by ShunsukeHayashi
Miyabi Plugins for Claude Code - 25+ Agents, 22 Skills, 50+ Commands
disciplined-validation
by terraphim
Phase 5 of disciplined development. Validates system against original requirements through system testing and user acceptance testing (UAT). Uses structured stakeholder interviews to gather sign-off and traces defects back to research or design phases.
Retrospective
by starlink-awaken
复盘工具：快速回顾项目/任务，提炼经验教训，更新知识库。自动识别关键问题，生成改进建议。