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# Skill 仓库 描述 安装量
6101 graalvm-native-image giuseppe-trisciuoglio/developer-kit
GraalVM Native Image for Java Applications Expert skill for building high-performance native executables from Java applications using GraalVM Native Image, dramatically reducing startup time and memory consumption. Overview GraalVM Native Image compiles Java applications ahead-of-time (AOT) into standalone native executables. These executables start in milliseconds, require significantly less memory than JVM-based deployments, and are ideal for serverless functions, CLI tools, and microservices ...
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6102 optimizing-ef-core-queries dotnet/skills
Optimizing EF Core Queries When to Use EF Core queries are slow or generating too many SQL statements Database CPU/IO is high due to ORM inefficiency N+1 query patterns are detected in logs Large result sets cause memory pressure When Not to Use The user is using Dapper or raw ADO.NET (not EF Core) The performance issue is database-side (missing indexes, bad schema) The user is building a new data access layer from scratch Inputs Input Required Description Slow EF Core queries Yes The LINQ queri...
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6103 token-efficiency delphine-l/claude_global
Token Efficiency Expert This skill provides token optimization strategies for cost-effective Claude Code usage across all projects. These guidelines help minimize token consumption while maintaining high-quality assistance. Core Principle ALWAYS follow these optimization guidelines by default unless the user explicitly requests verbose output or full file contents. Default assumption: Users prefer efficient, cost-effective assistance. Model Selection Strategy Use the right model for the ta...
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6104 find-community slavingia/skills
You are a business advisor channeling the philosophy of The Minimalist Entrepreneur by Sahil Lavingia. Help the user find their community — the foundation of a minimalist business. Core Principle Start with community, not with a product idea. The best minimalist businesses are built by people who are already deeply embedded in a community and notice a problem worth solving. You don't "find" a community — you already belong to several. Framework: Identify Your Communities Walk the user through th...
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6105 resume-modern nexu-io/open-design
【模板: 现代极简简历】 容器宽度模拟 A4: w-[210mm] min-h-[297mm] mx-auto , 内边距 16-20mm。 顶部姓名巨大 (text-4xl), 底下一行 contact (邮箱 / 电话 / 城市 / GitHub / LinkedIn), 中间用细竖线分隔。 主体两栏可选: 左 60% 主线(经历/项目/教育), 右 40% 副线(技能/语言/获奖)。 章节标题: small caps 风格, 上方一条短 accent 线 (w-8 h-0.5)。 经历每条: 公司 + 职位 + 时间区间 (右对齐), 下方 1-3 条 bullet 用动词开头。 不使用花哨颜色, 黑白灰 + 1 个 accent (深蓝 / 墨绿)。 添加 @media print 样式, 隐藏不必要的元素, 颜色保留。
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6106 backtest-expert tradermonty/claude-trading-skills
Backtest Expert Systematic approach to backtesting trading strategies based on professional methodology that prioritizes robustness over optimistic results. Core Philosophy Goal : Find strategies that "break the least", not strategies that "profit the most" on paper. Principle : Add friction, stress test assumptions, and see what survives. If a strategy holds up under pessimistic conditions, it's more likely to work in live trading. When to Use This Skill Use this skill when: Developing or valid...
2.1K
6107 run-tests dotnet/skills
Run .NET Tests Detect the test platform and framework, run tests, and apply filters using dotnet test . When to Use User wants to run tests in a .NET project User needs to run a subset of tests using filters User needs help detecting which test platform (VSTest vs MTP) or framework is in use User wants to understand the correct filter syntax for their setup When Not to Use User needs to write or generate test code (use writing-mstest-tests for MSTest, or general coding assistance for other frame...
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6108 runpod runpod/runpod-plugins-official
Runpod (router) The entrypoint for the Runpod skills. This skill does no work itself — it picks the right lane and hands off. Read the matching skill's SKILL.md next. The lanes Lane Use it for runpod-mcp Manage infra (pods, endpoints, jobs, templates, volumes, registries, catalog, billing) via structured tool calls — when the Runpod MCP tools are connected in this session. runpodctl Manage the same infra from a terminal/CI/script , plus the things only the CLI does: Hub browse/deploy, send / rec...
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6109 runpod-usage runpod/runpod-plugins-official
Runpod usage (concepts) Background knowledge for making the right choice before you act. This skill runs nothing — once you know what to do, execute with runpod-mcp / runpodctl (infra), flash (your own code), or companion-clis (models/images/data). Read the one reference file that matches the question: Show more Installs 790 Repository runpod/runpod-p…official GitHub Stars 40 First Seen Jul 17, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Warn
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6110 user-story-splitting deanpeters/product-manager-skills
Purpose Break down large user stories, epics, or features into smaller, independently deliverable stories using systematic splitting patterns. Use this to make work more manageable, reduce risk, enable faster feedback cycles, and maintain flow in agile development. This skill applies to user stories, epics, and any work that's too large to complete in a single sprint. This is not arbitrary slicing—it's strategic decomposition that preserves user value while reducing complexity. Key Concepts The ...
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6111 pricing slavingia/skills
Pricing Strategy You are an expert in SaaS pricing and monetization strategy. Your goal is to help design pricing that captures value, drives growth, and aligns with customer willingness to pay. Before Starting Check for product marketing context first: If .agents/product-marketing.md exists (or .claude/product-marketing.md , or the legacy product-marketing-context.md filename, in older setups), read it before asking questions. Use that context and only ask for information not already covered or...
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6112 muapi-ai-clipping samuraigpt/generative-media-skills
AI Clipping One API call: long video in → ranked vertical short clips out. Each clip ships with a viral score (0–100), an opening hook line, a one-sentence "why it works" reason, and a hosted mp4 URL. Underlying API: https://muapi.ai/playground/ai-clipping Reference implementation (open source): https://github.com/SamurAIGPT/AI-Youtube-Shorts-Generator When to Use Auto-clip a podcast, interview, lecture, vlog, or stream into TikTok / Reels / Shorts. Extract the best 30–75s moments from any hoste...
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6113 memory-md-management giuseppe-trisciuoglio/developer-kit
Memory.md Management Provides comprehensive project memory file management capabilities including auditing, quality assessment, and targeted improvements. This skill ensures the coding agent has optimal project context by maintaining high-quality documentation files such as CLAUDE.md . Overview Project memory files such as CLAUDE.md are the primary mechanism for providing project-specific context to coding agent sessions. This skill manages their complete lifecycle: discovery, quality assessment...
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6114 market-environment-analysis tradermonty/claude-trading-skills
Market Environment Analysis Comprehensive analysis tool for understanding market conditions and creating professional market reports anytime. Core Workflow 1. Initial Data Collection Collect latest market data using web_search tool: Major stock indices (S&P 500, NASDAQ, Dow, Nikkei 225, Shanghai Composite, Hang Seng) Forex rates (USD/JPY, EUR/USD, major currency pairs) Commodity prices (WTI crude, Gold, Silver) US Treasury yields (2-year, 10-year, 30-year) VIX index (Fear gauge) Market tradi...
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6115 agy-delegate amelnagdy/delegate-skills
Antigravity Delegate You are the orchestrator . This skill lets you hand a bounded coding task to a separate implementer - the Google Antigravity CLI ( agy ) - then review what it produced and land it yourself. You write the brief and own the judgment; Antigravity does the typing in its own conversation; you verify and commit. Nothing here is specific to one orchestrating agent. The loop needs only the ability to run a shell command and read a file, so any comparable agent can drive it. It is de...
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6116 runpod-mcp runpod/runpod-plugins-official
Runpod MCP The Runpod MCP server exposes Runpod's control plane as structured tool calls, so an MCP-capable agent can manage infrastructure without shelling out. It is the same Runpod REST API that runpodctl uses — pick MCP when its tools are connected (typed params, structured errors, no shell quoting). Connect Connect the hosted server with your API key as a Bearer header if you also use runpodctl/flash — that one key auths the MCP and the CLIs (the 80% path): claude mcp add --transport http r...
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6117 backend-development mrgoonie/claudekit-skills
Backend Development Skill Production-ready backend development with modern technologies, best practices, and proven patterns. When to Use Designing RESTful, GraphQL, or gRPC APIs Building authentication/authorization systems Optimizing database queries and schemas Implementing caching and performance optimization OWASP Top 10 security mitigation Designing scalable microservices Testing strategies (unit, integration, E2E) CI/CD pipelines and deployment Monitoring and debugging production system...
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6118 critical-thinking-logical-reasoning sammcj/agentic-coding
The following guidelines help you think critically and perform logical reasoning. Your role is to examine information, arguments, and claims using logic and reasoning, then provide clear, actionable critique. One of your goals is to avoid signal dilution, context collapse, quality degradation and degraded reasoning for future agent or human understanding of the meeting by ensuring you keep the signal to noise ratio high and that domain insights are preserved. When analysing content: Understa...
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6119 tutor bevibing/tutor-skills
Tutor Skill Quiz-based tutor that tracks what the user knows and doesn't know at the concept level . The goal is helping users discover their blind spots through questions. File Structure StudyVault/ ├── *dashboard* ← Compact overview: proficiency table + stats └── concepts/ ├── {area-name}.md ← Per-area concept tracking (attempts, status, error notes) └── ... Dashboard : Only aggregated numbers. Links to concept files. Stays small forever. Concept files : One per area. Tracks...
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6120 academic-paper-review bytedance/deer-flow
Academic Paper Review Skill Overview This skill produces structured, peer-review-quality analyses of academic papers and research publications. It follows established academic review standards used by top-tier venues (NeurIPS, ICML, ACL, Nature, IEEE) to provide rigorous, constructive, and balanced assessments. The review covers summary, strengths, weaknesses, methodology assessment, contribution evaluation, literature positioning, and actionable recommendations — all grounded in evidence from t...
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6121 domain-iot actionbook/rust-skills
No SKILL.md available for this skill. View on GitHub Installs 567 Repository actionbook/rust-skills GitHub Stars 1.2K First Seen Jan 23, 2026
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6122 ralph-plan mastra-ai/mastra
Ralph Plan - Interactive Ralph Command Builder You are a planning assistant that helps users create well-structured ralph-loop commands. Your goal is to collaborate with the user to produce a focused, actionable ralph command with clear sections. Your Role Guide the user through creating a ralph command by asking clarifying questions and helping them define each section. Be conversational and iterative - help them refine their ideas into a concrete plan. Ralph Command Structure A ralph comm...
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6123 mockup-device-3d nexu-io/open-design
【模板: 设备 3D 展架 (Device 3D Showcase / HTML-in-Canvas)】 【意图】产品发布、App 演示、设计稿展示。把用户提供的 UI 内容真实渲染到 iPhone / MacBook "屏幕"里, 周围用 CSS 3D transform 模拟 GLTF 模型的玻璃 / 高光 / 折射。Inspired by hyperframes vfx-iphone-device。 【硬性构图】 画布 : 1920×1080, 暖灰渐变背景 radial-gradient(1a1a1f → 0a0a0f) , 底部反射地面 (mirror gradient)。 iPhone 15 Pro 模型 : 左侧 / 中部, transform: rotateY(-12deg) rotateX(4deg) translateZ(40px) ; 边框钛金属银 a8a8ad (实心 4px) + 屏幕圆角 56px; 屏幕内嵌 iframe-like div, 真实渲染用户的 HTML 内容 (mobile viewport 375×812)。 MacBook Pro 14"...
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6124 article-magazine nexu-io/open-design
【模板: 杂志文章】 顶部 hero: 大标题 (text-5xl/6xl) + 可选副标题 + 作者 / 阅读时间 / 日期元数据。 正文: 单栏, 最大宽度约 700px, 居中。段落 text-lg leading-relaxed text-neutral-700 dark:text-neutral-300 。 H2 / H3 标题用 serif 字体, 让正文与标题有视觉对比。 引用块使用左侧粗 accent 色边线 + 斜体。 代码块: 圆角 + 深色背景 + 浅色文字, 显示语言标签。 列表项使用自定义 bullet(小方块 / accent 圆点)。 章节之间用 <hr> 分隔, 但样式做成中央居中的小 ornament。 文末加一个简单的 "如果觉得有用,欢迎转发" 行动卡片。
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6125 korean-middle-korean nomadamas/k-skill
Korean Middle Korean Style Converter What this skill does 사용자가 한국어 문장을 "한국 중세 국어처럼", "훈민정음/중세국어 느낌으로", "옛 국어 밈체로" 바꾸어 달라고 할 때, 입력문을 결정론적 Middle Korean-style 문체 로 바꾼다. 이 스킬은 학술적 복원이 아니라 창작용 스타일 변환이다. 현대 한국어 조사 일부를 ᄋᆞᆫ , ᄋᆞᆯ , 애 같은 중세국어풍 표기로 바꾼다. 했다 , 하는 , 말하는 같은 현대 어미를 ᄒᆞ엿다〮 , ᄒᆞᄂᆞᆫ , ᄆᆞᆯᄒᆞᄂᆞᆫ 처럼 바꾼다. 날짜 단위는 年 , 月 , 日 로 바꾼다. 일부 한자어/밈 예시는 熱愛說 , 俳優 , 學校 처럼 Hanja 힌트를 섞는다. URL, 이메일, Markdown 링크, inline/fenced code span은 구조 토큰으로 보고 변환하지 않는다. 인명·숫자·고유명사는 완전 보존이 아니라, 규칙이 맞지 않을 때 원문을 남기는 best-effort 방식으로...
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6126 unity-cli unity-technologies/skills
Unity CLI Drive a running Unity Editor (if one is open) If a Unity Editor is open on this machine, this CLI can control it live — create and modify GameObjects, edit scenes and assets, inspect the hierarchy, and run arbitrary C — through the project's Pipeline package ( com.unity.pipeline ). When an Editor is available, drive it instead of hand-editing scene or asset files. unity status confirm a connected Editor (look for state "ready") unity command list the commands the Editor exposes unity...
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6127 create-payment-credential stripe/link-cli
Create Payment Credential Use Link to get secure, one-time-use payment credentials from a Link wallet to complete purchases. The CLI can produce one of two credential types: A virtual card (PAN) for use with a standard web checkout form. The issued card works anywhere. A Shared Payment Token (SPT) when the seller is in the Stripe Network and accepts payments programmatically (for example with Machine Payment Protocols). Installing Install with npm install -g @stripe/link-cli . Or run directly wi...
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6128 add-analytics-instrumentation amplitude/mcp-marketplace
add-analytics-instrumentation You are the orchestrator for the analytics instrumentation pipeline. Your job is to figure out what the user wants to instrument, gather the relevant code, and run the pipeline to produce a tracking plan. Pipeline Step 0: Capture intent Before running anything, determine what the user wants to instrument. There are four input types — infer the type from what the user has already provided in the conversation. Only ask if it's genuinely ambiguous. Show more Installs 9...
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6129 instrument-events amplitude/mcp-marketplace
instrument-events You are step 3 of the analytics instrumentation workflow. You receive event_candidates YAML (from discover-event-surfaces) and produce a concrete instrumentation plan that an engineer can implement line-by-line. Think like a Software Architect reviewing a PR: you care about consistency with existing patterns, minimal footprint, and properties that actually power dashboards — not vanity fields nobody queries. Read the taxonomy skill at ../taxonomy/SKILL.md to understand the core...
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6130 discover-event-surfaces amplitude/mcp-marketplace
discover-event-surfaces You are step 2 of the analytics instrumentation workflow. Read a change_brief YAML and produce an exhaustive candidate list of analytics events — named well, organized by category, and ready for PM review. Think like an engineer who ships the feature AND cares about whether it succeeds. Generate events that answer product/business questions, not events that mirror implementation details. Aim for breadth and quality — a downstream skill will narrow the list. Read the taxon...
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6131 taxonomy amplitude/mcp-marketplace
Taxonomy Generation & Data Auditing When to Use User asks to create or review a tracking plan or event taxonomy User wants to validate event/property naming conventions User needs to audit data quality (duplicates, stale events, missing metadata) User asks about funnel design or event relationships Agent is generating event names or property names and needs to follow standards User wants to understand or improve their taxonomy governance User asks about reducing event volume or type counts User ...
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6132 diff-intake amplitude/mcp-marketplace
diff-intake Follow this skill step by step. You are step 1 of the analytics instrumentation workflow. Produce a compact YAML change brief that downstream skills (discover-event-surfaces, instrument-events) will consume. Keep the output machine-readable and precise — no prose around the YAML block. Step 1: Gather changed files and categorize Fetch the list of changed files from the source, then categorize each one. Show more Installs 1.0K Repository amplitude/mcp-m…ketplace GitHub Stars 32 First ...
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6133 discover-analytics-patterns amplitude/mcp-marketplace
discover-analytics-patterns Your goal is to find out how this codebase sends analytics events — not which events exist, but the specific code patterns engineers use to fire a tracking call. This output helps engineers add new events that look consistent with the rest of the codebase. It should also tell downstream skills how event names and property names are typically written in code here. When determining naming conventions in this skill, use the following sources in strict order of preference...
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6134 unlazy leonxlnx/unlazy
Unlazy You are running under anti-laziness discipline. The failure this skill exists to kill is output that is technically responsive but quietly incomplete: the done report at 80 percent, the silently narrowed scope, the confident wrong number in a final summary, the long run that drifts into recap mode instead of working. v1 of this skill fought these with instructions. A controlled six-run test showed the limit of that: instructions raise effort, but the failures that survive are exactly the ...
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6135 fastapi jezweb/claude-skills
FastAPI Official FastAPI skill to write code with best practices, keeping up to date with new versions and features. Use the fastapi CLI Run the development server on localhost with reload: fastapi dev Run the production server: fastapi run Add an entrypoint in pyproject.toml FastAPI CLI will read the entrypoint in pyproject.toml to know where the FastAPI app is declared. [ tool.fastapi ] entrypoint = "my_app.main:app" Use fastapi with a path When adding the entrypoint to pyproject.toml is not p...
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6136 frontend-ui-ux-engineer 404kidwiz/claude-supercode-skills
Provides frontend design and development expertise specializing in creating visually stunning, user-centric interfaces without requiring design mockups. Crafts beautiful UI/UX with creative design thinking, advanced styling, animations, and accessibility best practices for modern web applications. When to Use - Need to transform functional UI into visually stunning interfaces - Design mockups don't exist but beautiful UI is required - Visual polish and micro-interactions are priority - Com...
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6137 assets binance/binance-skills-hub
Binance Assets Skill Assets request on Binance using authenticated API endpoints. Requires API key and secret key for certain endpoints. Return the result in JSON format. Quick Reference Endpoint Description Required Optional Authentication /sapi/v1/account/apiTradingStatus (GET) Account API Trading Status (USER_DATA) None recvWindow Yes /sapi/v1/account/info (GET) Account info (USER_DATA) None recvWindow Yes /sapi/v1/account/status (GET) Account Status (USER_DATA) None recvWindow Yes /sapi/v1/a...
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6138 alpha binance/binance-skills-hub
Binance Alpha Skill Alpha request on Binance using authenticated API endpoints. Requires API key and secret key for certain endpoints. Return the result in JSON format. Quick Reference Endpoint Description Required Optional Authentication /bapi/defi/v1/public/alpha-trade/ticker (GET) Ticker (24hr Price Statistics) symbol None No /bapi/defi/v1/public/alpha-trade/agg-trades (GET) Aggregated Trades symbol fromId, startTime, endTime, limit No /bapi/defi/v1/public/alpha-trade/get-exchange-info (GET) ...
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6139 recover-content calm-north/seojuice-skills
Recover Content Diagnose and reverse traffic loss on existing pages using the decay triage framework: refresh, consolidate, redirect, or retire. Before You Start Gather this context (ask if not provided): Which pages are losing traffic? Specific URLs or a general "the whole blog is declining." How much traffic was lost? Percentage drop or absolute numbers. Over what timeframe? Gradual decline over months vs sudden drop. Any recent changes? Site redesign, CMS migration, content edits, algorithm u...
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6140 build-clusters calm-north/seojuice-skills
Build Clusters Build a topical authority cluster from a seed keyword using pillar-spoke structure, coverage scoring, and interlinking plans. What is a Topic Cluster? A topic cluster is a group of interlinked pages that collectively cover a subject area. Google evaluates topical authority at the cluster level — ranking a single page is harder if the site has no supporting content around the topic. Structure: Pillar page — comprehensive overview of the broad topic (targets head term) Spoke pages —...
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6141 fix-linking calm-north/seojuice-skills
Fix Linking Design and audit internal link structures using hub-and-spoke topology, PageRank flow logic, and anchor text budgets. Why Internal Links Matter Internal links do two things: (1) pass PageRank between pages, and (2) signal topical relevance via anchor text. A page with zero incoming internal links is an orphan — invisible to authority flow regardless of content quality. Architecture Model Selection Before auditing links, choose the right architecture model for the site: Model Best For...
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6142 code-review paulrberg/agent-skills
Two-axis review of the diff between HEAD and a fixed point the user supplies: Standards — does the code conform to this repo's documented coding standards? Spec — does the code faithfully implement the originating issue / PRD / spec? Both axes run as parallel sub-agents so they don't pollute each other's context, then this skill aggregates their findings. The issue tracker should have been provided to you — run /setup-matt-pocock-skills if docs/agents/issue-tracker.md is missing. Process 1. Pin ...
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6143 tailwind-best-practices mastra-ai/mastra
Tailwind Best Practices Overview Styling guidelines for the Mastra Playground UI, containing 5 rules across 3 categories. Rules are prioritized by impact to guide automated refactoring and code generation. These rules ensure design system consistency, prevent token drift, and maintain component library integrity. Scope packages/playground-ui packages/playground When to Apply Reference these guidelines when: Writing new React components with Tailwind styles Reviewing code for styling consistency ...
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6144 react-best-practices vercel-labs/vercel-plugin
Vercel React Best Practices Comprehensive performance optimization guide for React and Next.js applications, maintained by Vercel. Contains 45 rules across 8 categories, prioritized by impact to guide automated refactoring and code generation. When to Apply Reference these guidelines when: Writing new React components or Next.js pages Implementing data fetching (client or server-side) Reviewing code for performance issues Refactoring existing React/Next.js code Optimizing bundle size or load tim...
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6145 imprint javascript-mastery-pro/skills
UI consistency does not happen by accident. It happens because every component is built with awareness of what already exists. The problem with AI-built interfaces is that each component gets built in isolation. The agent does not remember what it built three sessions ago. So spacing drifts. Colors vary slightly. Border radius is inconsistent. The app looks like it was built by multiple people with different tastes. This skill fixes that. Run it after building any UI component. It reads what was...
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6146 setting-okrs-goals refoundai/lenny-skills
Setting OKRs & Goals Help the user create effective objectives and key results using frameworks and insights from 55 product leaders. How to Help When the user asks for help with OKRs or goal setting: Understand context - Ask about their company stage, team size, and whether they have existing goals or are starting fresh Clarify the level - Determine if these are company, department, team, or individual goals Identify the strategy - Ensure they have a clear strategy before setting goals (goals s...
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6147 asc-workflow rudrankriyam/app-store-connect-cli-skills
asc workflow Use this skill when you need lane-style automation inside the CLI using: asc workflow validate asc workflow list asc workflow run Workflows are repo-local automation files. They run trusted shell commands, stream step output to stderr, and keep stdout as machine-readable JSON. Command discovery Always verify flags with: Show more Installs 2.1K Repository rorkai/app-stor…i-skills GitHub Stars 936 First Seen Apr 17, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pass
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6148 openrouter-typescript-sdk openrouterteam/agent-skills
OpenRouter TypeScript SDK A comprehensive TypeScript SDK for interacting with OpenRouter's unified API, providing access to 300+ AI models through a single, type-safe interface. This skill enables AI agents to leverage the callModel pattern for text generation, tool usage, streaming, and multi-turn conversations. Installation npm install @openrouter/sdk Setup Get your API key from openrouter.ai/settings/keys, then initialize: import OpenRouter from '@openrouter/sdk'; const client = new Ope...
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6149 video-translation noizai/skills
Video Translation Translate a video's speech into another language, using TTS to generate the dubbed audio and replacing the original audio track. Triggers translate this video dub this video to English 把视频从 X 语译成 Y 语 视频翻译 Use Cases The user wants to watch a foreign language YouTube video but prefers to hear it in their native language. The user provides a video link and explicitly requests changing the audio language. Workflow When the user asks to translate a video: Download Video & Subtitles ...
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6150 agency-agents-ai-specialists aradotso/trending-skills
🎭 Agency Agents — AI Specialist Personalities Skill by ara.so — Daily 2026 Skills collection. A curated collection of 50+ specialized AI agent personalities for Claude Code, Cursor, Aider, Windsurf, Copilot, and more. Each agent has deep domain expertise, a distinct personality, defined workflows, and measurable deliverables — covering engineering, design, marketing, sales, paid media, and beyond. Installation Prerequisites git clone https://github.com/msitarzewski/agency-agents.git cd agency-ag...
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