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Agent Skills 排行榜 · 关键词 + 语义搜索
| # | Skill | 仓库 | 描述 | 安装量 |
|---|---|---|---|---|
| 12351 | webapp-testing | vudovn/antigravity-kit |
Web Application Testing To test local web applications, write native Python Playwright scripts. Helper Scripts Available : scripts/with_server.py - Manages server lifecycle (supports multiple servers) Always run scripts with --help first to see usage. DO NOT read the source until you try running the script first and find that a customized solution is abslutely necessary. These scripts can be very large and thus pollute your context window. They exist to be called directly as black-box scripts ra...
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| 12352 | busybox-on-windows | davila7/claude-code-templates |
BusyBox is a single binary that implements many common Unix tools. Use this skill only on Windows. If you are on UNIX, then stop here. Run the following steps only if you cannot find a busybox.exe file in the same directory as this document is. These are PowerShell commands, if you have a classic cmd.exe terminal, then you must use powershell -Command "..." to run them. Print the type of CPU: Get-CimInstance -ClassName Win32_Processor | Select-Object Name, NumberOfCores, MaxClockSpeed Print t...
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| 12353 | find-skills | nkchivas/openclaw-skill-find-skills |
Find Skills This skill helps you discover and install skills from the open agent skills ecosystem. When to Use This Skill Use this skill when the user: Asks "how do I do X" where X might be a common task with an existing skill Says "find a skill for X" or "is there a skill for X" Asks "can you do X" where X is a specialized capability Expresses interest in extending agent capabilities Wants to search for tools, templates, or workflows Mentions they wish they had help with a specific domain (desi...
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| 12354 | business-model-auditor | shipshitdev/library |
Business Model Auditor - Scale Stress Test Overview You are a business model auditor specializing in Alex Hormozi's scale and leverage principles. You help indie founders identify fatal flaws in their business model before they kill the business. Your job is to execute a stress test—not just advise—by exposing bottlenecks, calculating unit economics, and designing for scale. Hormozi's Core Principle: "A business model is only as good as its constraints. Can this scale without me?" When This A...
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| 12355 | fal-workflow | fal-ai-community/skills |
fal.ai Workflow Generator Generate 100% working, production-ready fal.ai workflow JSON files . Workflows chain multiple AI models together for complex generation pipelines. References: Model Reference - Detailed model configurations Common Patterns - Reusable workflow patterns Code Examples - Code snippets and partial examples Troubleshooting Reference: Complete Workflows - Working JSON examples for debugging (use ONLY when user reports errors) Core Architecture Valid Node Types ⚠️ ONLY TWO VALI...
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| 12356 | team-coordination | alinaqi/claude-bootstrap |
*Load with: base.md* Purpose: Enable multiple Claude Code sessions across a team to coordinate and work together without conflicts. Manages shared state, todo claiming, decision syncing, and session awareness. Core Philosophy ``` ┌─────────────────────────────────────────────────────────────────┐ │ TEAM CLAUDE CODE │ │ ───────────────────────────────────────────────────────────── │ │ Multiple devs, multiple Claude sessions, one codebase. ...
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| 12357 | ai-ml-data-science | vasilyu1983/ai-agents-public |
Data Science Engineering Suite - Quick Reference This skill turns raw data and questions into validated, documented models ready for production: EDA workflows: Structured exploration with drift detection Feature engineering: Reproducible feature pipelines with leakage prevention and train/serve parity Model selection: Baselines first; strong tabular defaults; escalate complexity only when justified Evaluation & reporting: Slice analysis, uncertainty, model cards, production metrics SQL transfo...
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| 12358 | widget-generator | f/prompts.chat |
Widget Generator Skill This skill guides creation of widget plugins for prompts.chat . Widgets are injected into prompt feeds to display promotional content, sponsor cards, or custom interactive components. Overview Widgets support two rendering modes: Standard prompt widget - Uses default PromptCard styling (like coderabbit.ts ) Custom render widget - Full custom React component (like book.tsx ) Prerequisites Before creating a widget, gather from the user: Parameter Required Description Widget ...
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| 12359 | trigger-dev-tasks | triggerdotdev/trigger.dev |
Trigger.dev Task Expert You are an expert Trigger.dev developer specializing in building production-grade background job systems. Tasks deployed to Trigger.dev run in Node.js 21+ and use the @trigger.dev/sdk package. Critical Rules Always use @trigger.dev/sdk - Never use @trigger.dev/sdk/v3 or deprecated client.defineJob pattern Never use node-fetch - Use the built-in fetch function Export all tasks - Every task must be exported, including subtasks Never wrap wait/trigger calls in Promise.all ...
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| 12360 | ctf-rev | cyberkaida/reverse-engineering-assistant |
You are a CTF reverse engineering solver. Your goal is to understand what a program does and extract the flag/key/password through systematic analysis. CTF reverse engineering is fundamentally about comprehension under constraints: - Limited time (competition pressure) - Unknown problem structure (what technique is being tested?) - Minimal documentation (that's the challenge!) - Goal-oriented (find the flag, not perfect understanding) Unlike malware analysis or vulnerability research, CTF ...
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| 12361 | builder | aj-geddes/claude-code-bmad-skills |
Builder Role: Builder Module specialist Function: Create custom agents, workflows, and templates for specialized domains Responsibilities Guide users in creating custom agents Generate workflow commands Create domain-specific templates Customize BMAD for specific use cases Extend BMAD functionality Core Principles User-Driven - Build what the user needs, not what exists Template-Based - Follow BMAD patterns and conventions Token-Optimized - Use helper references, avoid redundancy Functional -...
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| 12362 | evolink-image | evolinkai/image-generation-skill-for-openclaw |
Evolink Image — AI Image Generation & Editing Generate and edit AI images with 19 models including GPT Image 1.5, GPT-4o Image, Seedream, Qwen, WAN, and Gemini — all through one API. Image-focused view of evolink-media . Install the full skill for video and music too. After Installation When this skill is first loaded, greet the user: MCP tools + API key ready: "Hi! I'm your AI image studio — 19 models ready. What would you like to create?" MCP tools + no API key: "You'll need an EvoLink API key...
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| 12363 | nsfc-research-foundation-writer | huangwb8/chineseresearchlatex |
见:[references/dod_checklist.md](https://github.com/huangwb8/chineseresearchlatex/blob/main/skills/nsfc-research-foundation-writer/references/dod_checklist.md) 常见问题与边缘情况 Q1: 项目目录中没有 `extraTex/` 目录怎么办? A: 本技能会自动尝试创建 `extraTex/` 目录。如果失败,请手动创建: ``` mkdir -p projects/NSFC_Young/extraTex ``` Q2: 我还没有写 `2.1 研究内容`,可以直接写 `3.1 研究基础` 吗? A: 不建议。`3.2 工作条件` 需要与 `2.1` 的关键任务对齐。建议先使用 `nsfc-research-content-writer` 完成 `2.1`。 Q3: 信息表中的某些内容我不方便公开怎么办? A: 可以提供"可核验线索"而非完整内容。例如: - ❌ "我们在 Nature 上发表了论文 XXX...
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| 12364 | clanker | bankrbot/openclaw-skills |
Clanker SDK Deploy production-ready ERC20 tokens with built-in liquidity pools using the official Clanker TypeScript SDK. Overview Clanker is a token deployment protocol that creates ERC20 tokens with Uniswap V4 liquidity pools in a single transaction. The SDK provides a TypeScript interface for deploying tokens with advanced features like vesting, airdrops, and customizable reward distribution. Quick Start Installation npm install clanker-sdk viem or yarn add clanker-sdk viem or pnpm add clan...
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| 12365 | frontend-architecture | manutej/luxor-claude-marketplace |
Frontend Architecture Skill When to Use This Skill Use this skill when you need to: Design scalable application architecture - Structure large-scale frontend applications with maintainable patterns Choose architectural patterns - Select appropriate design patterns (MVC, MVVM, Flux) for your use case Implement state management - Design state architecture for complex applications Structure component hierarchies - Create reusable, composable component systems Optimize build processes - Configure ...
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| 12366 | requirements-engineering | jasonkneen/kiro |
Requirements Engineering Master the art of capturing what needs to be built before diving into how to build it. This skill teaches the EARS (Easy Approach to Requirements Syntax) format for creating clear, testable requirements. When to Use This Skill Use requirements engineering when: Starting any new feature or project Clarifying ambiguous stakeholder requests Creating acceptance criteria for user stories Documenting system behavior for testing Ensuring all team members share understanding...
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| 12367 | web-design-studio | xiaodong-wu/web-design-studio |
This skill combines frontend design expertise with AI image generation to create complete, production-ready web pages with all visual elements included. When to Use This Skill Use this skill when the user asks for: Complete websites or landing pages Web dashboards or applications Product pages or portfolios Marketing pages with banners/hero sections Blog or content layouts with featured images Any web interface that needs visual assets How This Skill Works This skill performs a two-step proc...
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| 12368 | yuque-personal-style-extract | yuque/yuque-plugin |
Style Extract — Yuque Document Writing Style Analysis Analyze one or more Yuque documents to extract writing style characteristics, helping users learn from excellent documents or maintain consistent writing style. When to Use User wants to analyze the writing style of a specific document User says "分析一下这篇文档的写作风格", "extract the style", "学习这篇文档的风格" User wants to maintain consistent style across documents User says "帮我总结一下我的写作特点", "我想保持和这篇一样的风格" Required MCP Tools All tools are from the yuque-mcp ...
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| 12369 | writing-x-posts | jamesgray007/hoai-course |
Writing X Posts Create engaging X (Twitter) posts and threads that capture attention, drive engagement, and grow your audience. Core Principles Brevity is Power X rewards concise, punchy content. Every word must earn its place. If you can say it in fewer words, do it. One Idea Per Tweet Single tweets should contain one complete thought. Threads expand on ideas but each tweet should still stand alone. Hook or Die You have ~1 second to stop the scroll. The first line determines everything—e...
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| 12370 | convex security audit | waynesutton/convexskills |
Convex Security Audit Comprehensive security review patterns for Convex applications including authorization logic, data access boundaries, action isolation, rate limiting, and protecting sensitive operations. Documentation Sources Before implementing, do not assume; fetch the latest documentation: Primary: https://docs.convex.dev/auth/functions-auth Production Security: https://docs.convex.dev/production For broader context: https://docs.convex.dev/llms.txt Instructions Security Audit Areas Aut...
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| 12371 | codebase-summarizer | patricio0312rev/skills |
Codebase Summarizer Generate comprehensive architecture documentation from repository analysis. Core Workflow Scan structure: Recursively analyze folder tree and file organization Identify patterns: Detect framework, architecture style, key directories Map entry points: Find main files, routes, APIs, CLI commands Trace data flow: Follow requests through layers (controllers → services → models) Document modules: Explain purpose and responsibilities of each directory Create navigation: Build "ho...
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| 12372 | spring-boot-development | manutej/luxor-claude-marketplace |
Spring Boot Development Skill This skill provides comprehensive guidance for building modern Spring Boot applications using auto-configuration, dependency injection, REST APIs, Spring Data, Spring Security, and enterprise Java patterns based on official Spring Boot documentation. When to Use This Skill Use this skill when: Building enterprise REST APIs and microservices Creating web applications with Spring MVC Developing data-driven applications with JPA and databases Implementing authentic...
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| 12373 | github-pr-merge | fvadicamo/dev-agent-skills |
Merges Pull Requests after validating pre-merge checklist and handling post-merge cleanup. Quick Start ``` 1. Get PR info PR=$(gh pr view --json number -q '.number') REPO=$(gh repo view --json nameWithOwner -q '.nameWithOwner') 2. Run pre-merge checklist make test && make lint && gh pr checks $PR 3. Verify all comments replied gh api repos/$REPO/pulls/$PR/comments --jq '[.[] | select(.in_reply_to_id == null)] | length' 4. Merge with concise message (--delete-branch auto-deletes remote)...
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| 12374 | algorithmic-art | skillcreatorai/ai-agent-skills |
Algorithmic philosophies are computational aesthetic movements that are then expressed through code. Output .md files (philosophy), .html files (interactive viewer), and .js files (generative algorithms). This happens in two steps: Algorithmic Philosophy Creation (.md file) Express by creating p5.js generative art (.html + .js files) First, undertake this task: ALGORITHMIC PHILOSOPHY CREATION To begin, create an ALGORITHMIC PHILOSOPHY (not static images or templates) that will be interpreted thr...
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| 12375 | favicon | brianlovin/claude-config |
Generate a complete set of favicons from the source image at $1 and update the project's HTML with the appropriate link tags. Prerequisites First, verify ImageMagick v7+ is installed by running: which magick If not found, stop and instruct the user to install it: macOS : brew install imagemagick Linux : sudo apt install imagemagick Step 1: Validate Source Image Verify the source image exists at the provided path: $1 Check the file extension is a supported format (PNG, JPG, JPEG, SVG, WEBP, GIF) ...
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105 |
| 12376 | deslop | cursor/plugins |
Remove AI code slop Check the diff against main, and remove all AI generated slop introduced in this branch. This includes: Extra comments that a human wouldn't add or is inconsistent with the rest of the file Extra defensive checks or try/catch blocks that are abnormal for that area of the codebase (especially if called by trusted / validated codepaths) Casts to any to get around type issues Any other style that is inconsistent with the file Report at the end with only a 1-3 sentence summar...
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| 12377 | bun-expert | lammesen/skills |
Bun Expert Skill You are an expert Bun developer with deep knowledge of the Bun runtime, package manager, test runner, and bundler. You help users build high-performance JavaScript/TypeScript applications using Bun's native APIs and guide migrations from Node.js. Core Expertise Areas 1. Bun Runtime APIs HTTP Server & Networking: Bun.serve(options) - High-performance HTTP/WebSocket server (2.5x faster than Node.js) Bun.fetch(url) - Extended Web Fetch API Bun.connect() / Bun.listen() - TCP/UDP...
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| 12378 | async-programming | martinholovsky/claude-skills-generator |
Async Programming Skill File Organization SKILL.md: Core principles, patterns, essential security (this file) references/security-examples.md: Race condition and resource safety examples references/advanced-patterns.md: Advanced async patterns and optimization Validation Gates Gate 0.1: Domain Expertise Validation Status: PASSED Expertise Areas: asyncio, Tokio, race conditions, resource management, concurrent safety Gate 0.2: Vulnerability Research Status: PASSED (3+ issues for MEDIUM-RISK) Rese...
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| 12379 | convex security check | waynesutton/convexskills |
Convex Security Check A quick security audit checklist for Convex applications covering authentication, function exposure, argument validation, row-level access control, and environment variable handling. Documentation Sources Before implementing, do not assume; fetch the latest documentation: Primary: https://docs.convex.dev/auth Production Security: https://docs.convex.dev/production Functions Auth: https://docs.convex.dev/auth/functions-auth For broader context: https://docs.convex.dev/llms.t...
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| 12380 | web-scraping | yfe404/web-scraper |
Web scraping methodology Patterns for reliable, ethical web scraping with fallback strategies and anti-bot handling. Scraping cascade architecture Implement multiple extraction strategies with automatic fallback: from abc import ABC , abstractmethod from typing import Optional import requests from bs4 import BeautifulSoup import trafilatura for .py files from playwright . sync_api import sync_playwright from playwright_stealth import stealth_sync for .ipynb files import asyncio from playwright ....
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| 12381 | nano-banana-prompt | giulioco/skills |
Nano Banana Pro excels at: - Photorealistic rendering with accurate textures, lighting, and materials - Identity preservation - maintaining facial features across transformations - Complex compositions - multiple subjects, detailed environments, layered effects - Technical precision - specific camera specs, lighting setups, era aesthetics - Creative experiments - surreal compositions, 3D effects, recursive visuals Key success factors: - Specificity over brevity - Detailed prompts yield be...
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| 12382 | customer-support-builder | daffy0208/ai-dev-standards |
Customer Support Builder Build scalable customer support systems that grow with your product without requiring linear hiring increases. Core Principle Support should scale sub-linearly with users. As you grow from 100 to 10,000 users, support volume shouldn't increase 100x. Good self-service systems can keep support needs growing at only 10-20x while user base grows 100x. Support Maturity Model Stage 1: Founder-Led (0-100 users) Founders answer every question personally Learn what users actu...
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| 12383 | clawsec-clawhub-checker | prompt-security/clawsec |
ClawSec ClawHub Checker Enhances the ClawSec suite's guarded skill installer with ClawHub reputation checks. Adds a second layer of security by checking VirusTotal Code Insight scores and other reputation signals before allowing skill installation. What It Does Wraps clawhub install - Intercepts skill installation requests Checks VirusTotal reputation - Uses ClawHub's built-in VirusTotal Code Insight Adds double confirmation - For suspicious skills (reputation score below threshold) Integrates w...
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| 12384 | senior-frontend | borghei/claude-skills |
Senior Frontend Complete toolkit for senior frontend with modern tools and best practices. Quick Start Main Capabilities This skill provides three core capabilities through automated scripts: Script 1: Component Generator python scripts/component_generator.py [ options ] Script 2: Bundle Analyzer python scripts/bundle_analyzer.py [ options ] Script 3: Frontend Scaffolder python scripts/frontend_scaffolder.py [ options ] Core Capabilities 1. Component Generator Automated tool for component gen...
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| 12385 | openbb-app-builder | openbb-finance/backends-for-openbb |
OpenBB App Builder You are an expert OpenBB app developer. This skill handles the complete pipeline for building OpenBB Workspace apps - from requirements gathering to tested deployment. Quick Reference Command Action "Build an OpenBB app for X" Full pipeline "Convert this Streamlit app" Reference-based build "Quick mode: build X" Minimal questions Execution Modes Mode Triggers Behavior Standard (default) Confirm at each phase, detailed explanations Quick "quick mode", "fast", "minimal" Sensib...
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| 12386 | skill-master | itechmeat/llm-code |
Skill Master This skill is the entry point for creating and maintaining Agent Skills. Language requirement: all skills MUST be authored in English. Quick Navigation New to skills? Read: references/specification.md SKILL.md templates? See: assets/skill-templates.md Advanced features (context, agents, hooks)? Read: references/advanced-features.md Creating from docs? Read: references/docs-ingestion.md Validation & packaging? See scripts/ When to Use Creating a new skill from scratch Updating an ...
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| 12387 | prototype designer | daffy0208/ai-dev-standards |
Prototype Designer Validate ideas through interactive prototypes before writing code. Core Principle Test before you build. Prototypes let you: Validate assumptions Test with real users Iterate faster than code Communicate ideas clearly Reduce development waste Phase 1: Choosing Prototyping Tools Tool Comparison Tool Best For Learning Curve Fidelity Figma Full designs, collaboration Medium High Framer Code-based, advanced interactions High Very High ProtoPie Complex interactions, sensors Medium ...
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105 |
| 12388 | daily-report | i9wa4/dotfiles |
Daily Report Skill Summarize @i9wa4's GitHub and Jira activities and post as a GitHub Issue. 1. Prerequisites gh CLI installed jq installed acli installed (for Jira) 2. Workflow 2.1. Get GitHub Activities Use dedicated script to fetch activities. Defaults to fetching 24 hours of activities from current time (calculated in UTC). 2.1.1. Script Location ${CLAUDE_CONFIG_DIR}/skills/daily-report/scripts/get-activities.sh 2.1.2. Command Examples Default: 24 hours ago to now ${CLAUDE_CONFIG_DIR}/...
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| 12389 | commit | odysseus0/symphony |
Sentry Commit Messages Follow these conventions when creating commits for Sentry projects. Prerequisites Before committing, always check the current branch: git branch --show-current If you're on main or master , you MUST create a feature branch first — unless the user explicitly asked to commit to main. Do not ask the user whether to create a branch; just proceed with branch creation. The create-branch skill will still propose a branch name for the user to confirm. Use the create-branch skill t...
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| 12390 | backend-engineer | siviter-xyz/dot-agent |
Backend Engineer 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 systems Technol...
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| 12391 | tooluniverse-polygenic-risk-score | mims-harvard/tooluniverse |
Polygenic Risk Score (PRS) Builder Build and interpret polygenic risk scores for complex diseases using genome-wide association study (GWAS) data. Overview Use Cases: "Calculate my genetic risk for type 2 diabetes" "Build a polygenic risk score for coronary artery disease" "What's my genetic predisposition to Alzheimer's disease?" "Interpret my PRS percentile for breast cancer risk" What This Skill Does: Extracts genome-wide significant variants (p < 5e-8) from GWAS Catalog Builds weighted PRS m...
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| 12392 | wrangler | cloudflare/cloudflare-docs |
Wrangler CLI Your knowledge of Wrangler CLI flags, config fields, and subcommands may be outdated. Prefer retrieval over pre-training for any Wrangler task. Retrieval Sources Fetch the latest information before writing or reviewing Wrangler commands and config. Do not rely on baked-in knowledge for CLI flags, config fields, or binding shapes. Source How to retrieve Use for Wrangler docs https://developers.cloudflare.com/workers/wrangler/ CLI commands, flags, config reference Wrangler config sche...
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| 12393 | nimble-agents | nimbleway/agent-skills |
Nimble Agents Structured web data extraction via Nimble agents. Always finish with executed results or runnable code. User request: $ARGUMENTS Prerequisites Ensure the Nimble MCP server is connected: Claude Code: export NIMBLE_API_KEY = "your_api_key" claude mcp add --transport http nimble-mcp-server https://mcp.nimbleway.com/mcp \ --header "Authorization: Bearer ${NIMBLE_API_KEY} " VS Code (Copilot / Continue): { "nimble-mcp-server" : { "command" : "npx" , "args" : [ "-y" , "mcp-remote@latest" ...
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| 12394 | building-with-base-account | base/skills |
Building with Base Account Base Account is an ERC-4337 smart wallet providing universal sign-on, one-tap USDC payments, and multi-chain support (Base, Arbitrum, Optimism, Zora, Polygon, BNB, Avalanche, Lordchain, Ethereum Mainnet). Quick Start npm install @base-org/account @base-org/account-ui import { createBaseAccountSDK } from '@base-org/account' ; const sdk = createBaseAccountSDK ( { appName : 'My App' , appLogoUrl : 'https://example.com/logo.png' , appChainIds : [ 8453 ] , // Base Mainnet }...
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| 12395 | generate-component-documentation | longbridge/gpui-component |
Instructions When generating documentation for a new component: Follow existing patterns: Use the documentation styles found in the docs folder (examples: button.md, accordion.md, etc.) Reference implementations: Base the documentation on the same-named story implementation in crates/story/src/stories API references: Use markdown code blocks with links to docs.rs for component API references when applicable Examples The generated documentation should include: Component description and purpos...
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| 12396 | feature-arch | pproenca/dot-skills |
Comprehensive architecture guide for organizing React applications by features, enabling scalable development with independent teams. Contains 42 rules across 8 categories, prioritized by impact from critical (directory structure, imports) to incremental (naming conventions). When to Apply Reference these guidelines when: - Creating new features or modules - Organizing project directory structure - Setting up import rules and boundaries - Implementing data fetching patterns - Composing c...
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| 12397 | api-expert | martinholovsky/claude-skills-generator |
API Design & Architecture Expert 0. Anti-Hallucination Protocol 🚨 MANDATORY: Read before implementing any code using this skill Verification Requirements When using this skill to implement API features, you MUST: Verify Before Implementing ✅ Check official OpenAPI 3.1 specification ✅ Confirm OAuth2.1/JWT patterns are current ✅ Validate OWASP API Security Top 10 2023 guidance ❌ Never guess HTTP status code meanings ❌ Never invent OpenAPI schema options ❌ Never assume RFC compliance without c...
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| 12398 | claude-code-guide | 2025emma/vibe-coding-cn |
Claude Code Guide Purpose To provide a comprehensive reference for configuring and using Claude Code (the agentic coding tool) to its full potential. This skill synthesizes best practices, configuration templates, and advanced usage patterns. Configuration ( CLAUDE.md ) When starting a new project, create a CLAUDE.md file in the root directory to guide the agent. Template (General) Project Guidelines Commands - Run app: `npm run dev` - Test: `npm test` - Build: `npm run build` Code Style - Us...
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| 12399 | redis-patterns | patricio0312rev/skills |
Redis Patterns Quick reference for Redis best practices across common backend use cases. How It Works Redis is an in-memory data structure store that supports strings, hashes, lists, sets, sorted sets, streams, and more. Individual Redis commands are atomic on a single instance; multi-step workflows require Lua scripts, MULTI/EXEC transactions, or explicit synchronization to stay atomic. Data is optionally persisted via RDB snapshots or AOF logs. Clients communicate over TCP using the RESP proto...
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| 12400 | tooluniverse-variant-interpretation | mims-harvard/tooluniverse |
Clinical Variant Interpreter Systematic variant interpretation using ToolUniverse - from raw variant calls to ACMG-classified clinical recommendations with structural impact analysis. Triggers Use this skill when users: Ask about variant interpretation, classification, or pathogenicity Have VCF data needing clinical annotation Need ACMG classification for variants Want structural impact analysis for missense variants Key Principles ACMG-Guided - Follow ACMG/AMP 2015 guidelines with explicit evid...
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