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Agent Skills 排行榜 · 关键词 + 语义搜索
| # | Skill | 仓库 | 描述 | 安装量 |
|---|---|---|---|---|
| 10351 | product-changelog | inference-sh/skills |
Product Changelog Write changelogs and release notes that users read and care about via inference.sh CLI. Quick Start Requires inference.sh CLI ( infsh ). Get installation instructions: npx skills add inference-sh/skills@agent-tools infsh login Generate a feature announcement visual infsh app run falai/flux-dev-lora --input '{ "prompt": "clean product UI screenshot mockup, modern dashboard interface showing a new analytics chart feature, light mode, minimal design, professional SaaS product", "...
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429 |
| 10352 | talking-head-production | inference-sh/skills |
Talking Head Production Create talking head videos with AI avatars and lipsync via inference.sh CLI. Quick Start Requires inference.sh CLI ( infsh ). Get installation instructions: npx skills add inference-sh/skills@agent-tools infsh login Generate dialogue audio infsh app run falai/dia-tts --input '{ "prompt": "[S1] Welcome to our product tour. Today I will show you three features that will save you hours every week." }' Create talking head video with OmniHuman infsh app run bytedance/omnihum...
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429 |
| 10353 | git commit helper | davila7/claude-code-templates |
Git Commit Helper Quick start Analyze staged changes and generate commit message: View staged changes git diff --staged Generate commit message based on changes (Claude will analyze the diff and suggest a message) Commit message format Follow conventional commits format: <type>(<scope>): <description> [optional body] [optional footer] Types feat : New feature fix : Bug fix docs : Documentation changes style : Code style changes (formatting, missing semicolons) refactor : Code refactoring test...
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429 |
| 10354 | story-consistency-monitor | wordflowlab/novel-writer-skills |
故事一致性监控 自动检查系统 本技能监控什么 角色一致性 物理特征:眼睛颜色、身高、年龄、疤痕 性格:行动符合已建立的角色 知识:角色只知道他们应该知道的 成长:变化与角色弧线一致 世界规则 魔法/科技系统:力量的使用一致 地理:距离和地点保持稳定 社会规则:文化和习俗不矛盾 物理法则:已建立的规则不随机打破 时间线逻辑 事件顺序:A 在逻辑上发生在 B 之前 时间流逝:角色适当地老化 同时事件:多 POV 时间线对齐 历史一致性:过去的引用保持一致 如何工作 被动监控:当你写作或讨论故事时,我会自动交叉参考: characters/ 目录中的角色档案 worldbuilding/ 目录中的世界构建文档 spec/tracking/timeline.json 中的时间线数据 之前章节的内容 不需要你采取任何行动 - 监控在后台进行。 当检测到问题时 警报格式 当我检测到潜在不一致时,我会用以下方式提醒你: ⚠️ 一致性检查警报 问题:角色特征不匹配 位置:当前章节,第3段 参考:characters/mary-chen.md,第15行 当前文本:"玛丽的绿色眼睛眯起.....
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| 10355 | ast-grep-find | parcadei/continuous-claude-v3 |
AST-Grep Find Structural code search that understands syntax. Find patterns like function calls, imports, class definitions - not just text. When to Use Find code patterns (ignores strings/comments) Search for function calls, class definitions, imports Refactor code with AST precision Rename variables/functions across codebase Usage Search for a pattern uv run python -m runtime.harness scripts/ast_grep_find.py \ --pattern "import asyncio" --language python Search in specific directory uv ...
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| 10356 | cobo-agentic-wallet-sandbox | cobosteven/cobo-agent-wallet-manual |
How You Act with Cobo Agentic Wallets You operate with delegated, limited authority over an owner's on-chain assets. Three defining traits: Proactive — You surface next steps and relevant options. You track tasks you start without waiting to be asked. After every action, you report status and suggest what the owner can do next. Precise — You execute the owner's explicit intent precisely. On ambiguous parameters (amount, address, chain, recipient), you ask for clarification before acting. You do ...
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428 |
| 10357 | jimeng-api-image-gen | wvlvik/toy-skills |
Jimeng API Image Generation Generate high-quality AI images using Volcengine's Jimeng 4.0 API with text prompts or image inputs. Configure Environment Variables Get Access Key/Secret Key ~/.zshrc or ~/.zshenv export VOLC_ACCESSKEY = "your_access_key_id" export VOLC_SECRETKEY = "your_secret_access_key" Output Behavior (Important) After image generation succeeds, you MUST display the image directly to the user! When generation completes, output in the following format: ! [ Generated Image ]( IMAG...
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428 |
| 10358 | linear-release-setup | linear/linear-release |
Linear Release Setup The linear-release README is the source of truth for commands, flags, installation, environment variables, path filtering, and troubleshooting. Fetch it before generating any config — this skill focuses on the interactive setup workflow and the pipeline modeling decisions the README cannot make for the user. Interactive Workflow Step 1: Preflight Before generating config, confirm: Pipeline exists in Linear — the user must have created a release pipeline in Linear first (Sett...
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428 |
| 10359 | encore-service | encoredev/skills |
Encore Service Structure Instructions Creating a Service Every Encore service needs an encore.service.ts file: // encore.service.ts import { Service } from "encore.dev/service"; export default new Service("my-service"); Minimal Service Structure my-service/ ├── encore.service.ts Service definition (required) ├── api.ts API endpoints └── db.ts Database (if needed) Application Patterns Single Service (Recommended Start) Best for new projects - start simple,...
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| 10360 | encore-code-review | encoredev/skills |
Encore Code Review Instructions When reviewing Encore.ts code, check for these common issues: Critical Issues 1. Infrastructure Inside Functions // WRONG: Infrastructure declared inside function async function setup() { const db = new SQLDatabase("mydb", { migrations: "./migrations" }); const topic = new Topic<Event>("events", { deliveryGuarantee: "at-least-once" }); } // CORRECT: Package level declaration const db = new SQLDatabase("mydb", { migrations: "./migrations" }); const topic = n...
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| 10361 | web-performance-optimization | davila7/claude-code-templates |
Web Performance Optimization Overview Help developers optimize website and web application performance to improve user experience, SEO rankings, and conversion rates. This skill provides systematic approaches to measure, analyze, and improve loading speed, runtime performance, and Core Web Vitals metrics. When to Use This Skill Use when website or app is loading slowly Use when optimizing for Core Web Vitals (LCP, FID, CLS) Use when reducing JavaScript bundle size Use when improving Time to In...
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428 |
| 10362 | laravel-expert | sickn33/antigravity-awesome-skills |
Laravel Expert Skill Metadata Name: laravel-expert Focus: General Laravel Development Scope: Laravel Framework (10/11+) Role You are a Senior Laravel Engineer. You provide production-grade, maintainable, and idiomatic Laravel solutions. You prioritize: Clean architecture Readability Testability Security best practices Performance awareness Convention over configuration You follow modern Laravel standards and avoid legacy patterns unless explicitly required. Use This Skill When Building new Larav...
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428 |
| 10363 | env-vars | vercel/vercel-plugin |
No SKILL.md available for this skill. View on GitHub Installs 396 Repository vercel/vercel-plugin GitHub Stars 176 First Seen Mar 17, 2026
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| 10364 | skyline-worklet | wechat-miniprogram/skyline-skills |
Worklet 动画系统 适用场景 实现手势跟随、拖拽等交互动画 使用 timing/spring/decay 创建动画效果 通过 SharedValue 驱动节点样式变化 组合多段动画(序列、重复、延迟) 在 UI 线程和 JS 线程间传递数据 核心概念 双线程架构与 Worklet 的意义 小程序双线程架构中,UI 事件需跨线程传递到 JS 线程再回传, 交互动画会有明显延迟 。Worklet 动画让动画逻辑直接运行在 UI 线程,实现类原生动画体验。 三大核心概念 Show more Installs 411 Repository wechat-miniprog…e-skills GitHub Stars 31 First Seen Mar 6, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pass
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| 10365 | web-performance-audit | aj-geddes/useful-ai-prompts |
Web Performance Audit Overview Web performance audits measure load times, identify bottlenecks, and guide optimization efforts to create faster, better user experiences. When to Use Regular performance monitoring After major changes User complaints about slowness SEO optimization Mobile optimization Performance baseline setting Instructions 1. Performance Metrics Core Web Vitals (Google): Largest Contentful Paint (LCP): Measure: Time to load largest visible element Good: <2.5 seconds Po...
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427 |
| 10366 | memory-optimization | aj-geddes/useful-ai-prompts |
Memory Optimization Overview Memory optimization improves application performance, stability, and reduces infrastructure costs. Efficient memory usage is critical for scalability. When to Use High memory usage Memory leaks suspected Slow performance Out of memory crashes Scaling challenges Instructions 1. Memory Profiling // Browser memory profiling // Check memory usage performance.memory: { jsHeapSizeLimit: 2190000000, // Max available totalJSHeapSize: 1300000000, // Total allocat...
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427 |
| 10367 | figma-integration | mindrally/skills |
Figma Integration Guidelines You are an expert in integrating Figma designs with development workflows. Apply these guidelines when working with Figma designs and implementing them in code. Design-to-Code Workflow Extracting Design Information Identify component structure and hierarchy from Figma layers Extract color values, typography settings, and spacing values Note responsive behavior and breakpoint variations Document interactive states (hover, active, focus, disabled) Capture animation a...
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427 |
| 10368 | shopify | mindrally/skills |
Shopify Theme Development You are an expert in Shopify theme development, Liquid templating, Online Store 2.0, and e-commerce best practices. Core Principles Write clean, maintainable Liquid code Follow Online Store 2.0 architecture patterns Optimize for performance and Core Web Vitals Ensure accessibility compliance Implement responsive, mobile-first designs Liquid Templating Best Practices Show more
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427 |
| 10369 | three-js | mindrally/skills |
Three.js Development You are an expert in React, Vite, Tailwind CSS, Three.js, React Three Fiber, and Next UI. Key Principles Write concise, technical responses with accurate React examples Use functional, declarative programming; avoid classes Prefer iteration and modularization over code duplication Use descriptive variable names with auxiliary verbs (e.g., isLoading, hasRendered) Use lowercase with dashes for directories (e.g., components/auth-wizard) Favor named exports for components JavaSc...
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427 |
| 10370 | mcp-builder | mcp-use/skills |
MCP Server Development Guide Overview Create MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. The quality of an MCP server is measured by how well it enables LLMs to accomplish real-world tasks. Process 🚀 High-Level Workflow Creating a high-quality MCP server involves four main phases: Phase 1: Deep Research and Planning 1.1 Understand Modern MCP Design API Coverage vs. Workflow Tools: Balance comprehensive API endpoint coverag...
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427 |
| 10371 | office | jezweb/claude-skills |
Office Document Generation Status: Production Ready Last Updated: 2026-01-12 Dependencies: None (pure JavaScript libraries) Latest Versions: docx@9.5.0, xlsx@0.18.5, pdf-lib@1.17.1, pptxgenjs@4.0.1 Overview Generate Microsoft Office documents and PDFs programmatically with TypeScript. All libraries are pure JavaScript with zero native dependencies, enabling universal runtime support: Format Library Workers Browser Node.js DOCX docx ✅ ✅ ✅ XLSX xlsx (SheetJS) ✅ ✅ ✅ PDF pdf-lib ✅ ✅ ✅ PPTX pptxg...
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426 |
| 10372 | review | parcadei/continuous-claude-v3 |
Review 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 ...
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426 |
| 10373 | remember | parcadei/continuous-claude-v3 |
Memory Keeper You are an expert prompt engineer and keeper of domain-organized Memory Instructions that persist across VS Code contexts. You maintain a self-organizing knowledge base that automatically categorizes learnings by domain and creates new memory files as needed. Scopes Memory instructions can be stored in two scopes: Global ( global or user ) - Stored in <global-prompts> ( vscode-userdata:/User/prompts/ ) and apply to all VS Code projects Workspace ( workspace or ws ) - Stored in <wor...
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426 |
| 10374 | qa-testing-playwright | vasilyu1983/ai-agents-public |
QA Testing (Playwright) High-signal, cost-aware E2E testing for web applications. Core docs: https://playwright.dev/docs/best-practices https://playwright.dev/docs/locators https://playwright.dev/docs/test-retries https://playwright.dev/docs/trace-viewer https://playwright.dev/docs/test-sharding https://playwright.dev/docs/ci Defaults (2026) Keep E2E thin: protect critical user journeys only; push coverage down (unit/integration/contract). Locator priority: getByRole → getByLabel/getByText → ...
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| 10375 | android-development | dpconde/claude-android-skill |
No SKILL.md available for this skill. View on GitHub
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| 10376 | cc-skill-backend-patterns | sickn33/antigravity-awesome-skills |
Backend Development Patterns Backend architecture patterns and best practices for scalable server-side applications. API Design Patterns RESTful API Structure // ✅ Resource-based URLs GET / api / markets List resources GET / api / markets / : id Get single resource POST / api / markets Create resource PUT / api / markets / : id Replace resource PATCH / api / markets / : id Update resource DELETE / api / markets / : id ...
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426 |
| 10377 | business-central-development | mindrally/skills |
Microsoft Dynamics 365 Business Central Development You are an expert in AL programming and Microsoft Dynamics 365 Business Central development, emphasizing clarity, modularity, and performance optimization. Key Principles Write clear, technical responses with precise AL examples Leverage built-in features and tools for maximum capability Follow AL naming conventions (PascalCase for public members, camelCase for private) Implement modular architecture using Business Central's object-based desi...
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426 |
| 10378 | kaizen:why | neolabhq/context-engineering-kit |
Five Whys Analysis Apply Five Whys root cause analysis to investigate issues by iteratively asking "why" to drill from symptoms to root causes. Description Iteratively ask "why" to move from surface symptoms to fundamental causes. Identifies systemic issues rather than quick fixes. Usage /why [issue_description] Variables ISSUE: Problem or symptom to analyze (default: prompt for input) DEPTH: Number of "why" iterations (default: 5, adjust as needed) Steps State the problem clearly Ask "Why did t...
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425 |
| 10379 | mlflow | davila7/claude-code-templates |
MLflow: ML Lifecycle Management Platform When to Use This Skill Use MLflow when you need to: Track ML experiments with parameters, metrics, and artifacts Manage model registry with versioning and stage transitions Deploy models to various platforms (local, cloud, serving) Reproduce experiments with project configurations Compare model versions and performance metrics Collaborate on ML projects with team workflows Integrate with any ML framework (framework-agnostic) Users: 20,000+ organization...
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425 |
| 10380 | code-review | jwynia/agent-skills |
Code Review When to use this skill Reviewing pull requests Checking code quality Providing feedback on implementations Identifying potential bugs Suggesting improvements Security audits Performance analysis Instructions Step 1: Understand the context Read the PR description : What is the goal of this change? Which issues does it address? Are there any special considerations? Check the scope : How many files changed? What type of changes? (feature, bugfix, refactor) Are tests included? Step 2: Hi...
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425 |
| 10381 | compound-learnings | parcadei/continuous-claude-v3 |
Compound Learnings Transform ephemeral session learnings into permanent, compounding capabilities. When to Use "What should I learn from recent sessions?" "Improve my setup based on recent work" "Turn learnings into skills/rules" "What patterns should become permanent?" "Compound my learnings" Process Step 1: Gather Learnings List learnings (most recent first) ls -t $CLAUDE_PROJECT_DIR/.claude/cache/learnings/*.md | head -20 Count total ls $CLAUDE_PROJECT_DIR/.claude/cache/learnings/*.md | ...
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| 10382 | parallel-agents | parcadei/continuous-claude-v3 |
Native Parallel Agents Orchestration through Claude Code's built-in Agent Tool Overview This skill enables coordinating multiple specialized agents through Claude Code's native agent system. Unlike external scripts, this approach keeps all orchestration within Claude's control. When to Use Orchestration ✅ Good for: Complex tasks requiring multiple expertise domains Code analysis from security, performance, and quality perspectives Comprehensive reviews (architecture + security + testing) F...
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| 10383 | perplexity-search | parcadei/continuous-claude-v3 |
Perplexity Search Overview Perform AI-powered web searches using Perplexity models through LiteLLM and OpenRouter. Perplexity provides real-time, web-grounded answers with source citations, making it ideal for finding current information, recent scientific literature, and facts beyond the model's training data cutoff. This skill provides access to all Perplexity models through OpenRouter, requiring only a single API key (no separate Perplexity account needed). When to Use This Skill Use this...
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| 10384 | grepai-embeddings-lmstudio | yoanbernabeu/grepai-skills |
This skill covers using LM Studio as the embedding provider for GrepAI, offering a user-friendly GUI for managing local models. When to Use This Skill - Want local embeddings with a graphical interface - Already using LM Studio for other AI tasks - Prefer visual model management over CLI - Need to easily switch between models What is LM Studio? LM Studio is a desktop application for running local LLMs with: - 🖥️ Graphical user interface - 📦 Easy model downloading - 🔌 OpenAI-compatibl...
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| 10385 | design-system-creation | aj-geddes/useful-ai-prompts |
Design System Creation Overview A design system is a structured set of components, guidelines, and principles that ensure consistency, accelerate development, and improve product quality. When to Use Multiple product interfaces or teams Scaling design consistency Reducing redundant component development Improving design-to-dev handoff Creating shared language across teams Building reusable components Documenting design standards Instructions 1. Design System Components Design System Structure:...
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| 10386 | controlling-costs | axiomhq/skills |
Axiom Cost Control Dashboards, monitors, and waste identification for Axiom usage optimization. Before You Start Load required skills: skill: axiom-sre skill: building-dashboards Building-dashboards provides: dashboard-list, dashboard-get, dashboard-create, dashboard-update, dashboard-delete Find the audit dataset. Try axiom-audit first: ['axiom-audit'] | where _time > ago(1h) | summarize count() by action | where action in ('usageCalculated', 'runAPLQueryCost') If not found → ask user....
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| 10387 | claude-agent-sdk | jezweb/claude-skills |
Claude Agent SDK - Structured Outputs & Error Prevention Guide Package: @anthropic-ai/claude-agent-sdk@0.2.12 Breaking Changes: v0.1.45 - Structured outputs (Nov 2025), v0.1.0 - No default system prompt, settingSources required What's New in v0.1.45+ (Nov 2025) Major Features: 1. Structured Outputs (v0.1.45, Nov 14, 2025) JSON schema validation - Guarantees responses match exact schemas outputFormat parameter - Define output structure with JSON schema or Zod Access validated results - Via me...
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423 |
| 10388 | shadcn-ui | bobmatnyc/claude-mpm-skills |
shadcn/ui Component Integration You are a frontend engineer specialized in building applications with shadcn/ui—a collection of beautifully designed, accessible, and customizable components built with Radix UI or Base UI and Tailwind CSS. You help developers discover, integrate, and customize components following best practices. Core Principles shadcn/ui is not a component library —it's a collection of reusable components that you copy into your project. This gives you: Full ownership : Componen...
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| 10389 | write-plan | buiducnhat/agent-skills |
Write Plan Overview Produce a complete, self-contained implementation plan that can be executed by execute-plan with minimal ambiguity. This skill is for planning only: Do not implement code Do not modify production files (except plan artifacts) Artifact Conventions Use one consistent artifact structure for every plan: Plan directory: docs/plans/YYMMDD-HHmm-<plan-slug>/ Main summary: docs/plans/YYMMDD-HHmm-<plan-slug>/SUMMARY.md Phase files: docs/plans/YYMMDD-HHmm-<plan-slug>/phase-01-<name>.md ...
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| 10390 | use-modular-wallets | circlefin/skills |
Overview Modular Wallets are flexible smart contract accounts (MSCAs) that extend functionality through installable modules. Built on ERC-4337 (account abstraction) and ERC-6900 (modular smart contract framework), they support passkey authentication, gasless transactions, batch operations, and custom logic modules (multisig, subscriptions, session keys). MSCAs are lazily deployed -- gas fees for account creation are deferred until the first outbound transaction. Prerequisites / Setup Installatio...
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| 10391 | gcp-cloud-run | aj-geddes/useful-ai-prompts |
GCP Cloud Run Patterns Cloud Run Service Pattern Containerized web service on Cloud Run When to use: ['Web applications and APIs', 'Need any runtime or library', 'Complex services with multiple endpoints', 'Stateless containerized workloads'] ```dockerfile Dockerfile - Multi-stage build for smaller image FROM node:20-slim AS builder WORKDIR /app COPY package*.json ./ RUN npm ci --only=production FROM node:20-slim WORKDIR /app Copy only production dependencies COPY --from=builder /app/node...
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| 10392 | node-best-practices | mcollina/skills |
When to use Use this skill whenever you are dealing with Node.js code to obtain domain-specific knowledge for building robust, performant, and maintainable Node.js applications. TypeScript with Type Stripping When writing TypeScript for Node.js, use type stripping (Node.js 22.6+) instead of build tools like ts-node or tsx. Type stripping runs TypeScript directly by removing type annotations at runtime without transpilation. Key requirements for type stripping compatibility: Use import type for t...
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| 10393 | cms-best-practices | webflow/webflow-skills |
CMS Best Practices Provide expert guidance on Webflow CMS architecture, relationships, optimization, and troubleshooting. Important Note ALWAYS use Webflow MCP tools for all operations: Use Webflow MCP's webflow_guide_tool to get best practices before starting Use Webflow MCP's data_sites_tool with action list_sites to identify available sites Use Webflow MCP's data_sites_tool with action get_site to retrieve site details and plan limits Use Webflow MCP's data_cms_tool with action get_collec...
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| 10394 | solana-payments-wallets-trading | solanaguide/solana-cli |
Payments, Wallets and Trading on Solana Sol is a command-line tool that lets you work with Solana the way you'd describe it out loud. Instead of constructing transactions and managing program instructions, you say what you want: pay someone, buy a token, stake your SOL. Keys live locally on disk — no private keys in environment variables, no API keys to configure. Get Set Up Prefer npx with @latest — it always runs the latest version with no global install to manage: npx @solana-compass/cli@late...
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| 10395 | information-security-manager-iso27001 | davila7/claude-code-templates |
Information Security Manager - ISO 27001 Implement and manage Information Security Management Systems (ISMS) aligned with ISO 27001:2022 and healthcare regulatory requirements. Table of Contents Trigger Phrases Quick Start Tools Workflows Reference Guides Validation Checkpoints Trigger Phrases Show more
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| 10396 | react-router-v7 | existential-birds/beagle |
React Router v7 Best Practices Quick Reference Router Setup (Data Mode): import { createBrowserRouter, RouterProvider } from "react-router"; const router = createBrowserRouter([ { path: "/", Component: Root, ErrorBoundary: RootErrorBoundary, loader: rootLoader, children: [ { index: true, Component: Home }, { path: "products/:productId", Component: Product, loader: productLoader }, ], }, ]); ReactDOM.createRoot(root).render(<RouterProvider router={route...
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| 10397 | grepai-storage-postgres | yoanbernabeu/grepai-skills |
This skill covers using PostgreSQL with the pgvector extension as the storage backend for GrepAI. When to Use This Skill - Team environments with shared index - Large codebases (10K+ files) - Need concurrent access - Integration with existing PostgreSQL infrastructure Prerequisites - PostgreSQL 14+ with pgvector extension - Database user with create table permissions - Network access to PostgreSQL server Advantages | 👥 Team sharing | Multiple users can access same index | 📏 Scal...
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| 10398 | capacitor-splash-screen | cap-go/capgo-skills |
Splash Screen in Capacitor Configure and customize splash screens for iOS and Android. When to Use This Skill User wants to customize splash screen User needs splash screen assets User wants animated splash User has splash screen issues Quick Start Install Plugin bun add @capacitor/splash-screen bunx cap sync Basic Configuration // capacitor.config.ts import type { CapacitorConfig } from '@capacitor/cli' ; const config : CapacitorConfig = { plugins : { SplashScreen : { launchShowDuration : 2000 ...
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| 10399 | debug | parcadei/continuous-claude-v3 |
/debug If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md . Run a structured debugging session to find and fix issues systematically. Usage /debug $ARGUMENTS How It Works ┌─────────────────────────────────────────────────────────────────┐ │ DEBUG │ ├─────────────────────────────────────────────────────────────────┤ │ Step 1: REPRODUCE │ │ ✓ U...
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| 10400 | hugging-face-model-trainer | huggingface/skills |
TRL Training on Hugging Face Jobs Overview Train language models using TRL (Transformer Reinforcement Learning) on fully managed Hugging Face infrastructure. No local GPU setup required—models train on cloud GPUs and results are automatically saved to the Hugging Face Hub. TRL provides multiple training methods: SFT (Supervised Fine-Tuning) - Standard instruction tuning DPO (Direct Preference Optimization) - Alignment from preference data GRPO (Group Relative Policy Optimization) - Online RL ...
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