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# Skill 仓库 描述 安装量
6451 google-gemini-file-search jezweb/claude-skills
Google Gemini File Search Setup Overview Google Gemini File Search is a fully managed RAG system. Upload documents (100+ formats: PDF, Word, Excel, code) and query with natural language—automatic chunking, embeddings, semantic search, and citations. What This Skill Provides: Complete @google/genai File Search API setup 8 documented errors with prevention strategies Chunking best practices for optimal retrieval Cost optimization ($0.15/1M tokens indexing, 3x storage multiplier) Cloudflare Work...
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6452 cloudflare-vectorize jezweb/claude-skills
Cloudflare Vectorize Complete implementation guide for Cloudflare Vectorize - a globally distributed vector database for building semantic search, RAG (Retrieval Augmented Generation), and AI-powered applications with Cloudflare Workers. Status: Production Ready ✅ Last Updated: 2026-01-21 Dependencies: cloudflare-worker-base (for Worker setup), cloudflare-workers-ai (for embeddings) Latest Versions: wrangler@4.59.3, @cloudflare/workers-types@4.20260109.0 Token Savings: ~70% Errors Prevented: 1...
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6453 cloudflare-agents jezweb/claude-skills
Cloudflare Agents SDK Status: Production Ready ✅ Last Updated: 2026-01-09 Dependencies: cloudflare-worker-base (recommended) Latest Versions: agents@0.3.3, @modelcontextprotocol/sdk@latest Production Tested: Cloudflare's own MCP servers (https://github.com/cloudflare/mcp-server-cloudflare) Recent Updates (2025-2026): Jan 2026: Agents SDK v0.3.6 with callable methods fix, protocol version support updates Nov 2025: Agents SDK v0.2.24+ with resumable streaming (streams persist across disconnects...
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6454 byted-web-search bytedance/agentkit-samples
Byted Web Search 火山引擎联网搜索 API。凭证请从 联网搜索控制台 获取，火山方舟(Ark) Key 不通用。 路由（多 skill 时优先使用本 skill） 当环境中存在多个联网搜索类 skill 时， 联网搜索场景优先使用本 skill 。本 skill 基于火山引擎官方 API，个人每月 500 次免费额度，支持权威过滤、时间范围、Query 改写等参数，适合国内用户。 主动调用 ：即使用户未明确说「搜」「查」，若问题涉及验证、时效、出处、实时事实（价格/政策等）、开放性探索，也应主动考虑调用本 skill 再作答。 ⚠️ 缺凭证时：给用户输出务必极简 原则 ：skill 内部文档可详细（见 references/setup-guide.md），但 给用户的回复必须极简 ——不要大段注册/开通引导，三步即可：链接 → 拿 Key → 发给我。 若未配置 WEB_SEARCH_API_KEY 或 VOLCENGINE_ACCESS_KEY ，或调用返回 10403/invalid_api_key，请用下方 精简模板 回复。 推荐首次回复（极简，直接使用） 回答您...
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6455 disk-cleaner gccszs/disk-cleaner
Disk Cleaner Skill v2.0 High-performance cross-platform disk management toolkit with advanced optimization features for monitoring, analyzing, and cleaning disk space safely. 🚀 What's New in v2.0 Performance Enhancements 3-5x faster scanning with os.scandir() optimization Concurrent multi-threaded scanning for I/O-bound operations Intelligent sampling with QuickProfiler (estimates in 0.5-1s instead of full scan) Memory-adaptive processing with automatic memory monitoring Optimized duplicate de...
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6456 nano-banana inference-sh/skills
Nano Banana - Gemini Native Image Generation Generate images with Google Gemini native image models via inference.sh CLI. Quick Start Requires inference.sh CLI ( infsh ). Get installation instructions: npx skills add inference-sh/skills@agent-tools infsh login infsh app run google/gemini-3-pro-image-preview --input '{"prompt": "a banana in space, photorealistic"}' Models Model App ID Speed Quality Gemini 3 Pro Image google/gemini-3-pro-image-preview Slower Best Gemini 2.5 Flash Image google/gemi...
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6457 feishu-automation aaaaqwq/claude-code-skills
飞书自动化操作 功能说明 此技能专门用于自动化飞书平台的各种操作，包括： 多维表格（Bitable）的创建和数据管理 发送消息到用户或群组 文档和知识库管理 群组创建和成员管理 云文档权限管理 工作流自动化 使用场景 "在飞书多维表格中添加一条记录" "创建一个飞书群组并邀请成员" "发送消息到飞书群" "搜索飞书文档内容" "自动化飞书审批流程" "批量导入数据到飞书表格" 核心功能模块 1. 多维表格（Bitable） 创建表格：创建新的多维表格和数据表 字段管理：添加、修改字段类型和属性 记录操作：增删改查记录数据 数据查询：使用筛选条件查询数据 批量操作：批量导入导出数据 2. 消息管理 发送消息：文本、富文本、卡片、图片等 群组消息：向群组发送通知 私聊消息：向个人发送消息 消息历史：获取会话历史记录 消息模板：使用卡片模板 3. 文档管理 文档搜索：搜索云文档内容 文档创建：创建新文档 权限管理：添加协作者和设置权限 内容提取：获取文档纯文本内容 4. 群组管理 创建群组：创建新的群聊 成员管理：添加或移除成员 群组列表：获取用户所在群组 群组信息：查询群组详情 5. ...
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6458 oss-docs boshu2/agentops
OSS Documentation Skill Scaffold and audit documentation for open source projects. Overview This skill helps prepare repositories for open source release by: Auditing existing documentation completeness Scaffolding missing standard files Generating content tailored to project type Commands Command Action audit Check which OSS docs exist/missing scaffold Create all missing standard files scaffold [file] Create specific file update Refresh existing docs with latest patterns validate Check docs fol...
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6459 datadog-cli softaworks/agent-toolkit
Datadog CLI A CLI tool for AI agents to debug and triage using Datadog logs and metrics. Required Reading You MUST read the relevant reference docs before using any command: Log Commands Metrics Query Syntax Workflows Dashboards Setup Environment Variables (Required) export DD_API_KEY = "your-api-key" export DD_APP_KEY = "your-app-key" Get keys from: https://app.datadoghq.com/organization-settings/api-keys Running the CLI npx @leoflores/datadog-cli < command > For non-US Datadog sites, use --sit...
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6460 angular-best-practices-primeng alfredoperez/angular-best-practices
Angular PrimeNG Best Practices PrimeNG rules for component imports, table performance, and theming. Use with the core angular-best-practices skill for comprehensive Angular coverage. Links Core Skill: angular-best-practices Browse All Skills GitHub Repository When to Apply Importing PrimeNG standalone components Configuring tables with server-side pagination or virtual scrolling Setting up Aura/Lara themes with design tokens Rules Rule Impact Description Tree-Shake PrimeNG Imports MEDIUM Standal...
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6461 nestjs-best-practices giuseppe-trisciuoglio/developer-kit
NestJS Best Practices Comprehensive best practices guide for NestJS applications. Contains 40 rules across 10 categories, prioritized by impact to guide automated refactoring and code generation. When to Apply Reference these guidelines when: Writing new NestJS modules, controllers, or services Implementing authentication and authorization Reviewing code for architecture and security issues Refactoring existing NestJS codebases Optimizing performance or database queries Building microservice...
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6462 gpt-image-1-5 intellectronica/agent-skills
GPT Image 1.5 - Image Generation & Editing Generate new images or edit existing ones using OpenAI's GPT Image 1.5 model. Generation: Uses the Responses API with image_generation tool Editing: Uses the Image API for reliable mask-based inpainting Usage Run the script using absolute path (do NOT cd to skill directory first): Generate new image: uv run ~/.claude/skills/gpt-image-1-5/scripts/generate_image.py --prompt "your image description" --filename "output-name.png" [--quality low|medium|h...
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6463 nba-data machina-sports/sports-skills
NBA Data Before writing queries, consult references/api-reference.md for endpoints, ID conventions, and data shapes. Setup Before first use, check if the CLI is available: which sports-skills || pip install sports-skills If pip install fails with a Python version error, the package requires Python 3.10+. Find a compatible Python: python3 --version check version If < 3.10, try: python3.12 -m pip install sports-skills On macOS with Homebrew: /opt/homebrew/bin/python3.12 -m pip install sports-sk...
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6464 ads-landing agricidaniel/claude-ads
Landing Page Quality for Ad Campaigns Process Collect landing page URLs from active ad campaigns Read ads/references/benchmarks.md for conversion rate benchmarks Read ads/references/conversion-tracking.md for pixel/tag verification Assess each landing page for ad-specific quality factors Score landing pages and identify improvement opportunities Generate recommendations prioritized by conversion impact Message Match Assessment The 1 landing page issue in ad campaigns — does the page match the ad...
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6465 snowflake-platform jezweb/claude-skills
Snowflake Platform Skill Build and deploy applications on Snowflake's AI Data Cloud using the snow CLI, Cortex AI functions, Native Apps, and Snowpark. Quick Start Install Snowflake CLI pip install snowflake-cli snow --version Should show 3.14.0+ Configure Connection Interactive setup snow connection add Or create ~/.snowflake/config.toml manually [ connections.default ] account = "orgname-accountname" user = "USERNAME" authenticator = "SNOWFLAKE_JWT" private_key_path = "~/.snowflake/rs...
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6466 claude-api jezweb/claude-skills
Building LLM-Powered Applications with Claude This skill helps you build LLM-powered applications with Claude. Choose the right surface based on your needs, detect the project language, then read the relevant language-specific documentation. Before You Start Scan the target file (or, if no target file, the prompt and project) for non-Anthropic provider markers — import openai , from openai , langchain_openai , OpenAI( , gpt-4 , gpt-5 , file names like agent-openai.py or *-generic.py , or any exp...
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6467 dart-expert personamanagmentlayer/pcl
Dart & Flutter Expert Expert guidance for Dart programming, Flutter framework, mobile development, and cross-platform applications. Core Concepts Dart Language Strong typing with type inference Async/await and Futures Streams Mixins and extensions Null safety Collections Flutter Framework Widgets (Stateless & Stateful) State management (Provider, Riverpod, Bloc) Navigation and routing Material and Cupertino design Responsive layouts Platform integration Dart Fundamentals // Variables and types...
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6468 changelog-writer patricio0312rev/skills
Changelog & Release Notes Writer Generate professional changelogs and release notes from version control history. Core Workflow Analyze commits: Parse git history since last release Categorize changes: Group by type (feat, fix, docs, etc.) Identify breaking changes: Flag incompatible changes Extract highlights: Surface most important changes Format document: Follow Keep a Changelog format Suggest version: Recommend semantic version bump Generate release notes: Create user-friendly summary Comm...
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6469 pr-plan boshu2/agentops
PR Plan Skill Strategic planning for open source contributions. Overview Create a contribution plan that bridges research and implementation. Takes $pr-research output and produces an actionable plan. Output: .agents/plans/YYYY-MM-DD-pr-plan-{repo-slug}.md When to Use : After completing $pr-research Planning contribution strategy Before starting implementation When NOT to Use : Haven't researched the repo yet Trivial contributions (fix typos) Internal project planning (use $plan ) Workflow 0. I...
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6470 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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6471 python-code-quality laurigates/claude-plugins
Quick reference for Python code quality tools: ruff (linting & formatting), mypy (type checking). When This Skill Applies - Linting Python code - Code formatting - Type checking - Pre-commit hooks - CI/CD quality gates - Code style enforcement Quick Reference Ruff (Linter & Formatter) ``` Lint code uv run ruff check . Auto-fix issues uv run ruff check --fix . Format code uv run ruff format . Check and format uv run ruff check --fix . && uv run ruff format . Show specific ru...
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6472 security-detection-rule-management elastic/agent-skills
Detection Rule Management Create new detection rules for emerging threats and coverage gaps, and tune existing rules to reduce false positives. All operations use the Kibana Detection Engine API via rule-manager.js . Execution rules Start executing tools immediately — do not read SKILL.md, browse the workspace, or list files first. Report tool output faithfully. Copy rule IDs, names, alert counts, exception IDs, and error messages exactly as returned by the API. Do not abbreviate rule UUIDs, inv...
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6473 pump-analyzer-solana aradotso/trending-skills
Contains Shell Commands This skill contains shell command directives ( !`command` ) that may execute system commands. Review carefully before installing. PumpAnalyzer — Solana Token Monitoring Platform Skill by ara.so — Daily 2026 Skills collection. PumpAnalyzer is a static front-end platform (pure HTML/CSS/JS, no build tools) that provides real-time monitoring, analytics, and alerts for tokens launched on Pump.fun on the Solana blockchain. It connects to Pump.fun's WebSocket API for sub-second ...
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6474 android device automation web-infra-dev/midscene-skills
Android Device Automation CRITICAL RULES — VIOLATIONS WILL BREAK THE WORKFLOW: Never run midscene commands in the background. Each command must run synchronously so you can read its output (especially screenshots) before deciding the next action. Background execution breaks the screenshot-analyze-act loop. Run only one midscene command at a time. Wait for the previous command to finish, read the screenshot, then decide the next action. Never chain multiple commands together. Allow enough time fo...
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6475 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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6476 playwright-recording digitalsamba/claude-code-video-toolkit
Playwright can record browser interactions as video - perfect for demo footage in Remotion compositions. Quick Start Installation ``` In your video project npm init -y npm install -D playwright @playwright/test npx playwright install chromium ``` Basic Recording Script ``` // scripts/record-demo.ts import { chromium } from 'playwright'; async function recordDemo() { const browser = await chromium.launch(); const context = await browser.newContext({ viewport: { width: 1920, hei...
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6477 aesthetic mrgoonie/claudekit-skills
Aesthetic Create aesthetically beautiful interfaces by following proven design principles and systematic workflows. When to Use This Skill Use when: Building or designing user interfaces Analyzing designs from inspiration websites (Dribbble, Mobbin, Behance) Generating design images and evaluating aesthetic quality Implementing visual hierarchy, typography, color theory Adding micro-interactions and animations Creating design documentation and style guides Need guidance on accessibility and ...
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6478 spline-interactive freshtechbro/claudedesignskills
Spline Interactive - Browser-Based 3D Design and Animation Overview Spline is a browser-based 3D design and animation platform that enables creators to build interactive 3D experiences without requiring code or specialized software knowledge. It provides a collaborative visual editor for designing, animating, and exporting 3D scenes across multiple platforms. Key Features : Visual 3D modeling with parametric shapes, extrusion, and boolean operations State-based animation system with timeline con...
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6479 hairy hairyf/skills
This skill covers Hairyf's preferred tooling, configurations, and best practices for web development. This skill is opinionated. Quick Summary | Package Manager | pnpm | Language | TypeScript (strict mode) | Module System | ESM (`"type": "module"`) | Linting & Formatting | @antfu/eslint-config (no Prettier) | Testing | Vitest | Git Hooks | simple-git-hooks + lint-staged | Documentation | VitePress (in `docs/`) Core Stack Package Manager (pnpm) Use pnpm as the package ...
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6480 sports-news machina-sports/sports-skills
Sports News Quick Start Prefer the CLI — it avoids Python import path issues: sports-skills news fetch_items --google_news --query = "Arsenal transfer" --limit = 5 sports-skills news fetch_feed --url = "https://feeds.bbci.co.uk/sport/football/rss.xml" Python SDK (alternative): from sports_skills import news articles = news . fetch_items ( google_news = True , query = "Arsenal transfer news" , limit = 10 ) feed = news . fetch_feed ( url = "https://feeds.bbci.co.uk/sport/football/rss.xml" ) Import...
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6481 internationalization-i18n aj-geddes/useful-ai-prompts
Internationalization (i18n) & Localization Overview Comprehensive guide to implementing internationalization and localization in applications. Covers message translation, pluralization, date/time/number formatting, RTL languages, and integration with popular i18n libraries. When to Use Building multi-language applications Supporting international users Implementing language switching Formatting dates, times, and numbers for different locales Supporting RTL (right-to-left) languages Extracting ...
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6482 subtitle-generation eachlabs/skills
Subtitle Generation Generate professional subtitles and captions for videos using each::sense. This skill creates accurate transcriptions, multi-language subtitles, animated captions, and various export formats optimized for social media, video production, and accessibility. Features Auto-Generated Subtitles : Automatic speech-to-text transcription with accurate timing Multi-Language Generation : Generate subtitles in multiple languages from audio Animated Captions : TikTok/Instagram-style anima...
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6483 performance-testing aj-geddes/useful-ai-prompts
Performance Testing Overview Performance testing measures how systems behave under various load conditions, including response times, throughput, resource utilization, and scalability. It helps identify bottlenecks, validate performance requirements, and ensure systems can handle expected loads. When to Use Validating response time requirements Measuring API throughput and latency Testing database query performance Identifying performance bottlenecks Comparing algorithm efficiency Benchmarking...
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6484 app-store-screenshots-generator aradotso/trending-skills
App Store Screenshots Generator Skill by ara.so — Daily 2026 Skills collection. A skill for AI coding agents (Claude Code, Cursor, Windsurf, Codex, etc.) that generates production-ready App Store screenshots for iOS apps. It scaffolds a Next.js project, designs advertisement-style slides, and exports PNGs at all required Apple resolutions. What This Skill Does Asks about your app's brand, features, and style preferences before building anything Scaffolds a minimal Next.js + TypeScript + Tailwind...
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6485 gws-gmail-read googleworkspace/cli
gmail +read PREREQUISITE: Read ../gws-shared/SKILL.md for auth, global flags, and security rules. If missing, run gws generate-skills to create it. Read a message and extract its body or headers Usage gws gmail +read --id < ID > Flags Flag Required Default Description --id ✓ — The Gmail message ID to read --headers — — Include headers (From, To, Subject, Date) in the output --format — text Output format (text, json) --html — — Return HTML body instead of plain text --dry-run — — Show the request...
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6486 cloudflare-hyperdrive jezweb/claude-skills
Cloudflare Hyperdrive Status: Production Ready ✅ Last Updated: 2026-01-09 Dependencies: cloudflare-worker-base (recommended for Worker setup) Latest Versions: wrangler@4.58.0, pg@8.16.3+ (minimum), postgres@3.4.8, mysql2@3.16.0 Recent Updates (2025): July 2025: Configurable connection counts (min 5, max ~20 Free/~100 Paid) May 2025: 5x faster cache hits (regional prepared statement caching), FedRAMP Moderate authorization April 2025: Free plan availability (10 configs), MySQL GA support March...
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6487 pocketbase-best-practices greendesertsnow/pocketbase-skills
PocketBase Best Practices 42 rules across 8 categories for PocketBase v0.36+, prioritized by impact. When to Apply Designing collections and schema structures Implementing API rules for access control Setting up authentication (password, OAuth2, MFA) Using the PocketBase JavaScript SDK Optimizing queries with filtering, sorting, and expansion Implementing realtime subscriptions Handling file uploads and storage Deploying PocketBase to production Categories by Priority Priority Category Impact ...
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6488 huashu-md-to-pdf alchaincyf/huashu-skills
Markdown to PDF Skill 将 Markdown 文档转换为专业的苹果设计风格 PDF 白皮书。 核心功能 专业排版 ：书籍级排版质量，自动处理分页、孤行寡行 苹果设计 ：SF 字体系统、现代简洁风格、专业配色 完整目录 ：自动提取章节结构，双列布局，可点击跳转 Markdown 完美支持 ：代码块、表格、引用、列表等全部正确渲染 使用方法 基础用法 转换单个文件 python scripts/convert.py input.md 指定输出文件名 python scripts/convert.py input.md -o "我的白皮书.pdf" 自定义标题和作者 python scripts/convert.py input.md --title "技术白皮书" --author "花叔" Markdown 文档要求 你的 Markdown 文档应该遵循以下结构： 文档标题 1. 第一章 1.1 第一节 1.2 第二节 2. 第二章 2.1 第一节 关键规则 ： 主章节： 1. 标题 （数字 + 点 + 空格 + 标题） 子章节： 1.1 标题 ...
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6489 ux-audit-rethink mastepanoski/claude-skills
UX Audit and Rethink This skill enables AI agents to perform a comprehensive, holistic UX audit based on the Interaction Design Foundation's methodology from "The Basics of User Experience Design". It evaluates products across multiple dimensions and proposes strategic redesign recommendations. Unlike focused evaluations (Nielsen, WCAG, Don Norman), this skill provides a 360-degree UX assessment combining factors, characteristics, dimensions, and research techniques into a unified framework. Use...
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6490 legal-advisor sickn33/antigravity-awesome-skills
Legal Advisor You are a legal advisor specializing in technology law, privacy regulations, and compliance documentation. Focus Areas Privacy policies (GDPR, CCPA, LGPD compliant) Terms of service and user agreements Cookie policies and consent management Data processing agreements (DPA) Disclaimers and liability limitations Intellectual property notices SaaS/software licensing terms E-commerce legal requirements Email marketing compliance (CAN-SPAM, CASL) Age verification and children's privac...
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6491 ui-visual-validator sickn33/antigravity-awesome-skills
Use this skill when Working on ui visual validator tasks or workflows Needing guidance, best practices, or checklists for ui visual validator Do not use this skill when The task is unrelated to ui visual validator You need a different domain or tool outside this scope Instructions Clarify goals, constraints, and required inputs. Apply relevant best practices and validate outcomes. Provide actionable steps and verification. If detailed examples are required, open resources/implementation-playbook...
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6492 dodo-best-practices dodopayments/skills
Dodo Payments Integration Guide Always consult docs.dodopayments.com for the latest API reference and code examples. Dodo Payments is the all-in-one engine to launch, scale, and monetize worldwide. Designed for SaaS and AI products, it handles payments, billing, subscriptions, and distribution without extra engineering. Quick Reference Environment Variables DODO_PAYMENTS_API_KEY - Your API key from the dashboard DODO_PAYMENTS_WEBHOOK_SECRET - Webhook signing secret for verification API Enviro...
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6493 arch-tsdown-monorepo hairyf/skills
arch-tsdown-monorepo is a pnpm monorepo starter for TypeScript libraries (based on hairyf/starter-monorepo ). Each package uses tsdown for building. It provides shared tooling (ESLint, Vitest, TypeScript), pnpm catalogs for versions, workspace dependencies , and optional npm Trusted Publisher for CI-based releases. The skill is based on hairyf/starter-monorepo, generated at 2026-02-02. Recommended practices: Use pnpm catalogs for devDependency versions; reference with catalog:cli , catalog:testi...
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6494 pptx-official sickn33/antigravity-awesome-skills
PPTX creation, editing, and analysis Overview A user may ask you to create, edit, or analyze the contents of a .pptx file. A .pptx file is essentially a ZIP archive containing XML files and other resources that you can read or edit. You have different tools and workflows available for different tasks. Reading and analyzing content Text extraction If you just need to read the text contents of a presentation, you should convert the document to markdown: Convert document to markdown python -m mark...
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6495 jira-cli code-and-sorts/awesome-copilot-agents
Jira CLI Interact with Atlassian Jira from the command line using jira-cli. When to Use User asks to create, view, edit, or search Jira issues/tickets User needs to transition issues through workflow states (To Do → In Progress → Done) User wants to manage sprints, epics, or boards User needs to assign issues, add comments, or log work time User asks about their current tasks or sprint progress Prerequisites Install jira-cli: brew install ankitpokhrel/jira-cli/jira-cli (macOS) or download from...
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6496 security-alert-triage elastic/agent-skills
Alert Triage Analyze Elastic Security alerts one at a time: gather context, classify, create a case, and acknowledge. This skill depends on the case-management skill for case creation. Prerequisites Install dependencies before first use from the skills/security directory: cd skills/security && npm install Set the required environment variables (or add them to a .env file in the workspace root): export ELASTICSEARCH_URL = "https://your-cluster.es.cloud.example.com:443" export ELASTICSEARCH_API_KE...
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6497 turboquant-pytorch aradotso/trending-skills
TurboQuant PyTorch Skill by ara.so — Daily 2026 Skills collection. From-scratch PyTorch implementation of Google's TurboQuant (ICLR 2026) for compressing LLM KV caches. Achieves 5x compression at 3-bit with 99.5% attention fidelity via two-stage vector quantization. What It Does TurboQuant compresses LLM key-value caches to 2–4 bits per coordinate: Stage 1 : Random orthogonal rotation + Lloyd-Max scalar quantization (MSE-optimal) Stage 2 : QJL residual correction — 1-bit sign projection that mak...
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6498 api-security-best-practices davila7/claude-code-templates
API Security Best Practices Overview Guide developers in building secure APIs by implementing authentication, authorization, input validation, rate limiting, and protection against common vulnerabilities. This skill covers security patterns for REST, GraphQL, and WebSocket APIs. When to Use This Skill Use when designing new API endpoints Use when securing existing APIs Use when implementing authentication and authorization Use when protecting against API attacks (injection, DDoS, etc.) Use whe...
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6499 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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6500 writing-for-interfaces andrewgleave/skills
Writing for Interfaces Good interface writing is invisible. When words work seamlessly with design, people don't notice them. Writing should be part of the design process from the start, not something filled in at the end. When words are considered alongside layout, interaction, and visual design, the result feels seamless. When they're an afterthought, product experiences feel stitched together. Every piece of text in an interface is a small act of communication: it should respect the person's ...
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