Performance
Performance profiling and optimization
memory-scan
by dgriffin831
Safe to run frequently (minimal API cost with efficient chunking)
database-indexing
by 1Mangesh1
Database indexing strategies and query optimization. Use when user asks to "optimize queries", "create indexes", "database performance", "query analysis", "explain plans", "index selection", "slow queries", "database tuning", "schema optimization", or mentions database performance and query optimization.
deepagents-memory
by christian-bromann
Implementing long-term memory in Deep Agents with cross-session storage using StoreBackend, CompositeBackend, and InMemoryStore for persistent data.
validation
by lidessen
Unified validation orchestration for code quality, consistency, and project health. Auto-triggers on code changes, PR creation, or explicit validation requests. Coordinates refining, housekeeping, and custom validators into cohesive pipelines. Use for "validate", "check", "verify", "验证", "检查", or when quality assurance is needed.
fmm
by 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."
scan
by designnotdrum
"On-demand trend scan for a topic. Search HN and GitHub for what's happening now."
web-performance
by 1Mangesh1
Web and frontend performance optimization. Use when user asks to "optimize performance", "improve loading time", "lazy loading", "code splitting", "bundle size", "Core Web Vitals", "image optimization", "CSS/JS minification", "caching strategies", "performance profiling", or mentions web performance and user experience metrics.
android-jetpack-compose-expert
by ncdevshiv
"Expert guidance for building modern Android UIs with Jetpack Compose, covering state management, navigation, performance, and Material Design 3."
content-converter
by 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。
kv-optimization-advisor
by hirefrank
Automatically optimizes Cloudflare KV storage patterns, suggesting parallel operations, caching strategies, and storage choice guidance
setup
by lidessen
Bootstrap agent working system for a new project. Triggers on "setup agent system", "initialize claude", "bootstrap project".
ms-agent-framework
by 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."
javascript
by dmonteroh
"Build and debug modern JavaScript (ES6+) with async patterns and Node.js/browser compatibility when authoring, modernizing, or diagnosing JS."
vercel-react-best-practices
by AnasX7
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.
orientation
by lidessen
Orients agents in new projects by scanning entry documents and discovering capabilities. Use at session start, when entering unfamiliar territory, or when asking "what can you do" or "where do I start".
gpu-operator
by tylertitsworth
"NVIDIA GPU Operator on Kubernetes — ClusterPolicy, DRA (Dynamic Resource Allocation), time-slicing, MIG, DCGM metrics, driver management, GPUDirect RDMA/GDS, CDI, and GPU scheduling. Use when installing, configuring, or troubleshooting GPU infrastructure on K8s."
doors
by askarzh
This skill should be used when the user asks to "classify a decision", "is this a one-way or two-way door", "apply the doors framework", "triage this decision", "how much thinking does this need", "should I decide fast or slow", "apply Bezos decision framework", "Type 1 or Type 2 decision", or wants to determine how much analysis a decision requires before acting.
@tank/rust-discord-bot
by tankpkg
Build high-performance Discord bots in Rust using serenity, poise, and twilight. Covers framework selection (serenity vs poise vs twilight), project scaffolding (workspace, Cargo.toml, feature flags), slash commands and prefix commands (poise macros, parameters, autocomplete, cooldowns, subcommands), message components (buttons, select menus, modals), embeds, gateway intents and event handling, state management and database integration (sqlx, DashMap, moka caching), voice and audio (Songbird), performance optimization (tokio tuning, sharding, zero-copy, Cargo release profiles), and deployment (Docker, systemd, tracing). Synthesizes serenity-rs v0.12.5 docs, poise v0.6.1 docs, twilight-rs v0.17.1 docs, Discord API reference (2026), and production patterns from Discord-TTS, robbb, Bathbot, and rustbot. Trigger phrases: "discord bot rust", "rust discord", "serenity-rs", "serenity bot", "poise discord", "poise command", "twilight discord", "twilight-rs", "discord bot", "rust bot", "slash command rust", "discord gateway", "discord intents", "songbird voice", "discord music bot", "discord interaction rust", "discord embed rust", "discord button rust", "discord modal rust", "discord select menu", "poise framework", "serenity event handler", "discord sharding rust", "discord sqlx", "discord deployment rust", "discord bot docker", "discord bot systemd"
configuration-management
by pluginagentmarketplace
Infrastructure configuration with Ansible, Chef, Puppet, and SaltStack for automated server management
persistent-memory
by liauw-media
"Use when working on long-running projects or needing context across sessions. Covers memory architecture, privacy controls, efficient retrieval, and integration with claude-mem plugin. Apply when building features that span multiple sessions or need historical context."
vibe-writer
by 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。
react-three-fiber
by AnthemFlynn
Build 3D applications with React Three Fiber (R3F), the React renderer for Three.js. Use this skill when building 3D scenes with React, using declarative JSX for 3D objects, integrating Three.js with React state/lifecycle, or using Drei helpers. Covers Canvas setup, hooks, Drei utilities, performance patterns, and state management for 3D React apps.
languages-frameworks
by pluginagentmarketplace
Expert guidance on 9 programming languages and 10+ frameworks. Compare, select, and master language ecosystems.
oracle
by trancong12102
Invoke a powerful reasoning model for complex analysis tasks. Use when facing difficult bugs, reviewing critical code, designing complex refactors, needing architectural analysis, or seeking consensus on decisions. Also use for 'ask the oracle', 'get a second opinion', 'consult oracle', or 'deep analysis'.