性能

postgres

alemar11

Connect to Postgres databases, run queries/diagnostics, and search official PostgreSQL docs only when explicitly requested.

ask-brainstorm

NavanithanS

Required before creative work. Explores intent, requirements, design before implementation.

fmm

srobinson

"This project uses fmm (.fmmrc.json) for code metadata. INVOKE THIS SKILL before reading or searching source files — it provides MCP-first navigation that replaces grep/read with O(1) lookups."

rl-isaaclab

Idate96

"End-to-end IsaacLab RL workflow in moleworks_ext: run with isaaclab.sh -p, local smoke tests, cluster submit/monitor/debug on Euler, sync results, benchmark pulled policies, and generate temporal training plots."

content-converter

ma2ong

将长文浓缩并改写成适合社交媒体推广的内容。 使用场景：文章完成后生成X/小红书/Instagram/微信公众号推广内容、把长文转成短内容。 触发关键词：转X、转小红书、转Instagram、微信公众号、短内容、推广内容、社媒分发。

ms-agent-framework

AbhishekSharma-17

"Expert skill for building AI agent systems with Microsoft Agent Framework (Python). MANDATORY TRIGGERS: Microsoft Agent Framework, agent-framework, Azure AI agents, Azure OpenAI agents. Also trigger when the user is building production AI agents, multi-agent orchestrations, agentic workflows on Azure, or discussing concepts like tools, semantic kernel, middleware, or memory in Python. When in doubt, use it."

vibe-writer

ma2ong

全流程自动化写作助手 (The Ultimate Content Creator)。 融合了 MapleShaw 的自动化流程、花叔的审校架构、Baoyu 的视觉审美、卡兹克的 Vibe 文风。 特点：懂技术的老朋友、真实案例驱动、混合配图（Nano Banana/Unsplash）。 使用场景：写公众号文章、技术博客、深度长文。 触发关键词：写作助手、Vibe Writing、全流程写作、写一篇深度文章。

Fastapi Patterns

AmnadTaowsoam

'FastAPI is a modern, fast (high-performance) web framework for building

context-optimization

ken-cavanagh-glean

Apply optimization techniques to extend effective context capacity. Use when context limits constrain agent performance, when optimizing for cost or latency, or when implementing long-running agent systems.

debugging-strategies

EngineerWithAI

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.

ghe-report

Emasoft

Generate DETAILED reports with metrics, health checks, or epic-specific analysis. More comprehensive than quick status overview. USE THIS SKILL WHEN: - User asks for "metrics" or "statistics" or "performance report" - User asks for "health check" or "workflow health" or "compliance check" - User asks for "epic report" or "epic status for X" - User asks for "detailed report" or "comprehensive report" - User asks "how are we performing" or "what's our throughput" - User asks about "cycle times" or "demotion rates" - User wants analysis, not just current state REPORT TYPES: - metrics: Throughput, cycle times, first-pass rates, demotion rates - health: Compliance status, stale threads, violation history, memory bank status - epic: Single epic details with thread history, progress, decisions DO NOT USE THIS SKILL WHEN: - User just wants QUICK status overview (use ghe-status) - User wants to CLAIM an issue (use ghe-claim) - User wants to POST a checkpoint (use ghe-checkpoint) - User wants to TRANSITION phases (use ghe-transition) KEY DIFFERENCE FROM ghe-status: - ghe-status = quick overview, current state, what's active - ghe-report = detailed analysis, metrics, trends, health assessment EXAMPLES: <example> Context: User wants performance metrics user: "Show me the workflow metrics" assistant: "I'll use ghe-report with type 'metrics' for detailed performance analysis" </example> <example> Context: User wants to check workflow compliance user: "Run a health check on the workflow" assistant: "I'll use ghe-report with type 'health' to assess workflow compliance" </example> <example> Context: User wants details on specific epic user: "Give me a report on the jwt-auth epic" assistant: "I'll use ghe-report with type 'epic' for jwt-auth" </example> <example> Context: User asks about performance trends user: "What's our first-pass review rate?" assistant: "I'll use ghe-report with type 'metrics' to get performance statistics" </example>

react-native-architecture

atalovesyou

Build production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform patterns. Use when developing mobile apps, implementing native integrations, or architecting React Native projects.

moai-baas-convex-ext

AJBcoding

Enterprise Convex Real-Time Backend with AI-powered reactive database architecture, Context7 integration, and intelligent synchronization orchestration for collaborative applications

moai-alfred-ask-user-questions

AJBcoding

Enterprise interactive survey orchestrator with AskUserQuestion tool integration, multi-select support, conditional branching, error recovery, and production-grade decision automation across all Alfred workflows; activates for requirement clarification, architectural decisions, risky operations, feature selection, and complex multi-step user interactions

Shopify Liquid Fundamentals

sarojpunde

Core Shopify Liquid templating best practices for performance, maintainability, and clean code

Refactoring Strategies

AmnadTaowsoam

nft-standards

EngineerWithAI

Implement NFT standards (ERC-721, ERC-1155) with proper metadata handling, minting strategies, and marketplace integration. Use when creating NFT contracts, building NFT marketplaces, or implementing digital asset systems.

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.

React Best Practices

AmnadTaowsoam

React is a JavaScript library for building user interfaces using component-based

Nextjs Patterns

AmnadTaowsoam

Next.js 14+ App Router is a powerful React framework with features including

moai-alfred-expertise-detection

AJBcoding

Enterprise AI-powered user expertise detection with behavioral analysis, communication pattern recognition, code complexity assessment, Context7 integration, and adaptive response calibration; activates for personalized guidance generation, complexity adjustment, tutorial depth selection, and communication style matching

functional-constructs-types

marius-townhouse

Use when building arrays in loops. Use when types don't flow through code. Use when considering map/filter/reduce.

Problem Framing

AmnadTaowsoam

Problem framing is the critical first step before any implementation,

moai-baas-neon-ext

AJBcoding

Enterprise Neon Serverless PostgreSQL Platform with AI-powered database architecture, Context7 integration, and intelligent branching orchestration for scalable modern applications