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Agent Skills 排行榜 · 关键词 + 语义搜索
| # | Skill | 仓库 | 描述 | 安装量 |
|---|---|---|---|---|
| 13051 | hook development | anthropics/claude-plugins-official |
Hook Development for Claude Code Plugins Overview Hooks are event-driven automation scripts that execute in response to Claude Code events. Use hooks to validate operations, enforce policies, add context, and integrate external tools into workflows. Key capabilities: Validate tool calls before execution (PreToolUse) React to tool results (PostToolUse) Enforce completion standards (Stop, SubagentStop) Load project context (SessionStart) Automate workflows across the development lifecycle Hook Typ...
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182 |
| 13052 | sentry-setup-metrics | getsentry/sentry-agent-skills |
Setup Sentry Metrics Configure Sentry's custom metrics for tracking counters, gauges, and distributions. Invoke This Skill When User asks to "add Sentry metrics" or "track custom metrics" User wants counters, gauges, or distributions User asks about Sentry.metrics or sentry_sdk.metrics Quick Reference Platform Min SDK API JavaScript 10.25.0+ Sentry.metrics.* Python 2.44.0+ sentry_sdk.metrics.* Note: Ruby does not have metrics support. Metric Types Type Purpose Example Use Cases Counter Cumul...
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182 |
| 13053 | skill-creator | everyinc/compound-engineering-plugin |
Skill Creator A skill for creating new skills and iteratively improving them. At a high level, the process of creating a skill goes like this: Decide what you want the skill to do and roughly how it should do it Write a draft of the skill Create a few test prompts and run claude-with-access-to-the-skill on them Help the user evaluate the results both qualitatively and quantitatively While the runs happen in the background, draft some quantitative evals if there aren't any (if there are some, you...
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180 |
| 13054 | generating-sounds-with-ai | raphaelsalaja/userinterface-wiki |
Review Web Audio API code for sound synthesis best practices. How It Works - Read the specified files (or prompt user for files/pattern) - Check against all rules below - Output findings in `file:line` format Rule Categories | 1 | Context Management | `context-` | 2 | Decay & Envelope | `envelope-` | 3 | Sound Design | `design-` | 4 | Parameters | `param-` Rules Context Management Rules `context-reuse-single` Reuse a single AudioContext instance; do not create new o...
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180 |
| 13055 | video-processing | letta-ai/skills |
This skill provides guidance for video processing tasks involving frame-level analysis, event detection, and motion tracking using computer vision libraries like OpenCV. It emphasizes verification-first approaches and guards against common pitfalls in video analysis workflows. Core Approach: Verify Before Implementing Before writing detection algorithms, establish ground truth understanding of the video content: - Extract and inspect sample frames - Save key frames as images to visually veri...
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180 |
| 13056 | ssh penetration testing | sickn33/antigravity-awesome-skills |
SSH Penetration Testing Purpose Conduct comprehensive SSH security assessments including enumeration, credential attacks, vulnerability exploitation, tunneling techniques, and post-exploitation activities. This skill covers the complete methodology for testing SSH service security. Prerequisites Required Tools Nmap with SSH scripts Hydra or Medusa for brute-forcing ssh-audit for configuration analysis Metasploit Framework Python with Paramiko library Required Knowledge SSH protocol fundamentals ...
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180 |
| 13057 | html injection testing | sickn33/antigravity-awesome-skills |
HTML Injection Testing Purpose Identify and exploit HTML injection vulnerabilities that allow attackers to inject malicious HTML content into web applications. This vulnerability enables attackers to modify page appearance, create phishing pages, and steal user credentials through injected forms. Prerequisites Required Tools Web browser with developer tools Burp Suite or OWASP ZAP Tamper Data or similar proxy cURL for testing payloads Required Knowledge HTML fundamentals HTTP request/response st...
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179 |
| 13058 | windows privilege escalation | sickn33/antigravity-awesome-skills |
Windows Privilege Escalation Purpose Provide systematic methodologies for discovering and exploiting privilege escalation vulnerabilities on Windows systems during penetration testing engagements. This skill covers system enumeration, credential harvesting, service exploitation, token impersonation, kernel exploits, and various misconfigurations that enable escalation from standard user to Administrator or SYSTEM privileges. Inputs / Prerequisites Initial Access : Shell or RDP access as standard...
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178 |
| 13059 | command development | anthropics/claude-plugins-official |
Command Development for Claude Code Overview Slash commands are frequently-used prompts defined as Markdown files that Claude executes during interactive sessions. Understanding command structure, frontmatter options, and dynamic features enables creating powerful, reusable workflows. Key concepts: Markdown file format for commands YAML frontmatter for configuration Dynamic arguments and file references Bash execution for context Command organization and namespacing Command Basics What is a Slas...
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177 |
| 13060 | mcp integration | anthropics/claude-plugins-official |
MCP Integration for Claude Code Plugins Overview Model Context Protocol (MCP) enables Claude Code plugins to integrate with external services and APIs by providing structured tool access. Use MCP integration to expose external service capabilities as tools within Claude Code. Key capabilities: Connect to external services (databases, APIs, file systems) Provide 10+ related tools from a single service Handle OAuth and complex authentication flows Bundle MCP servers with plugins for automatic setu...
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177 |
| 13061 | init | astronomer/agents |
Initialize Playwright Project Set up a production-ready Playwright testing environment. Detect the framework, generate config, folder structure, example test, and CI workflow. Steps 1. Analyze the Project Use the Explore subagent to scan the project: Check package.json for framework (React, Next.js, Vue, Angular, Svelte) Check for tsconfig.json → use TypeScript; otherwise JavaScript Check if Playwright is already installed ( @playwright/test in dependencies) Check for existing test directories (...
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176 |
| 13062 | meta-ads-creative | cdeistopened/opened-vault |
Meta Ads Creative Skill Purpose Create Meta ad creative that converts using research-driven development, the 6 Elements framework, and format fitting - matching your message to proven ad formats. Core Philosophy: The best Meta ads don't look like ads. Lo-fi > polished. Authentic > produced. Native > interruptive. When to Use Create ad creative for Meta campaigns Develop concepts for retargeting or cold audiences Generate multiple variations for A/B testing Transform testimonials into ad creat...
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176 |
| 13063 | gmail-automation | composiohq/awesome-claude-skills |
Gmail Lightweight Gmail integration with standalone OAuth authentication. No MCP server required. ⚠️ Requires Google Workspace account. Personal Gmail accounts are not supported. When to Use You need to search, read, or send Gmail messages from the command line without an MCP server. You are automating inbox workflows for a Google Workspace account. You want a lightweight Gmail integration backed by standalone OAuth scripts. First-Time Setup Authenticate with Google (opens browser): python scrip...
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176 |
| 13064 | idor vulnerability testing | sickn33/antigravity-awesome-skills |
IDOR Vulnerability Testing Purpose Provide systematic methodologies for identifying and exploiting Insecure Direct Object Reference (IDOR) vulnerabilities in web applications. This skill covers both database object references and static file references, detection techniques using parameter manipulation and enumeration, exploitation via Burp Suite, and remediation strategies for securing applications against unauthorized access. Inputs / Prerequisites Target Web Application : URL of application w...
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175 |
| 13065 | smtp penetration testing | sickn33/antigravity-awesome-skills |
SMTP Penetration Testing Purpose Conduct comprehensive security assessments of SMTP (Simple Mail Transfer Protocol) servers to identify vulnerabilities including open relays, user enumeration, weak authentication, and misconfiguration. This skill covers banner grabbing, user enumeration techniques, relay testing, brute force attacks, and security hardening recommendations. Prerequisites Required Tools Nmap with SMTP scripts sudo apt-get install nmap Netcat sudo apt-get install netcat Hydra fo...
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175 |
| 13066 | greenlight | revylai/greenlight |
Greenlight — App Store Pre-Submission Scanner You are an expert at preparing iOS apps for App Store submission. You have access to the greenlight CLI which runs automated compliance checks. Your job is to run the checks, interpret the results, fix every issue, and re-run until the app passes with GREENLIT status. Step 1: Run the scan Run greenlight preflight immediately on the project root. Do NOT try to install greenlight — it is already available in PATH. Just run it: greenlight preflight . If...
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174 |
| 13067 | pencil-to-code | phrazzld/claude-config |
Pencil to Code Export Pencil .pen designs to production React/Tailwind code. Interface Input: Frame ID to export (or entire document) Target framework: React (default), Vue, HTML Optional: Component name, output path Output: React component(s) with Tailwind classes Tailwind theme configuration (from .pen variables) Optional: Screenshot comparison for validation Workflow 1. Read Design Structure // Get full frame tree mcp__pencil__batch_get({ filePath: "<path>.pen", nodeIds: ["frameId"]...
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173 |
| 13068 | plugin settings | anthropics/claude-plugins-official |
Plugin Settings Pattern for Claude Code Plugins Overview Plugins can store user-configurable settings and state in .claude/plugin-name.local.md files within the project directory. This pattern uses YAML frontmatter for structured configuration and markdown content for prompts or additional context. Key characteristics: File location: .claude/plugin-name.local.md in project root Structure: YAML frontmatter + markdown body Purpose: Per-project plugin configuration and state Usage: Read from hooks,...
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172 |
| 13069 | solana-dev | guibibeau/solana-dev-skill |
Solana Development Skill (framework-kit-first) What this Skill is for Use this Skill when the user asks for: Solana dApp UI work (React / Next.js) Wallet connection + signing flows Transaction building / sending / confirmation UX On-chain program development (Anchor or Pinocchio) Client SDK generation (typed program clients) Local testing (LiteSVM, Mollusk, Surfpool) Security hardening and audit-style reviews Confidential transfers (Token-2022 ZK extension) Toolchain setup, version mismatches, G...
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172 |
| 13070 | writing hookify rules | anthropics/claude-plugins-official |
Writing Hookify Rules Overview Hookify rules are markdown files with YAML frontmatter that define patterns to watch for and messages to show when those patterns match. Rules are stored in .claude/hookify.{rule-name}.local.md files. Rule File Format Basic Structure --- name : rule - identifier enabled : true event : bash | file | stop | prompt | all pattern : regex - pattern - here --- Message to show Claude when this rule triggers. Can include markdown formatting, warnings, suggestions, etc. Fro...
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171 |
| 13071 | metasploit framework | sickn33/antigravity-awesome-skills |
Metasploit Framework ⚠️ AUTHORIZED USE ONLY This skill is for educational purposes or authorized security assessments only. You must have explicit, written permission from the system owner before using this tool. Misuse of this tool is illegal and strictly prohibited. Purpose Leverage the Metasploit Framework for comprehensive penetration testing, from initial exploitation through post-exploitation activities. Metasploit provides a unified platform for vulnerability exploitation, payload generat...
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170 |
| 13072 | nda-triage | anthropics/knowledge-work-plugins |
NDA Triage Skill You are an NDA screening assistant for an in-house legal team. You rapidly evaluate incoming NDAs against standard criteria, classify them by risk level, and provide routing recommendations. Important : You assist with legal workflows but do not provide legal advice. All analysis should be reviewed by qualified legal professionals before being relied upon. NDA Screening Criteria and Checklist When triaging an NDA, evaluate each of the following criteria systematically: 1. Agreem...
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169 |
| 13073 | plugin structure | anthropics/claude-plugins-official |
Plugin Structure for Claude Code Overview Claude Code plugins follow a standardized directory structure with automatic component discovery. Understanding this structure enables creating well-organized, maintainable plugins that integrate seamlessly with Claude Code. Key concepts: Conventional directory layout for automatic discovery Manifest-driven configuration in .claude-plugin/plugin.json Component-based organization (commands, agents, skills, hooks) Portable path references using ${CLAUDE_PL...
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168 |
| 13074 | smithery | smithery-ai/cli |
Smithery The marketplace for AI agents. Connect to 100K+ skills and thousands of MCP tools instantly. Quick Start 1. Install the CLI npm install -g @smithery/cli 2. Authenticate (requires human to confirm in browser) smithery auth login 3. Search for MCP servers smithery mcp search "github" smithery mcp search "slack" 4. Search for skills smithery skill search "code review" 5. Connect to a tool (e.g., Exa search) smithery mcp add "https://server.smithery.ai/exa" 6. List tools from your con...
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168 |
| 13075 | self-improvement | sundial-org/awesome-openclaw-skills |
Self-Improvement Skill Log learnings and errors to markdown files for continuous improvement. Coding agents can later process these into fixes, and important learnings get promoted to project memory. Quick Reference Situation Action Command/operation fails Log to .learnings/ERRORS.md User corrects you Log to .learnings/LEARNINGS.md with category correction User wants missing feature Log to .learnings/FEATURE_REQUESTS.md API/external tool fails Log to .learnings/ERRORS.md with integration details...
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167 |
| 13076 | tailwindcss-development | coollabsio/coolify |
Tailwind CSS Development When to Apply Activate this skill when: Adding styles to components or pages Working with responsive design Implementing dark mode Extracting repeated patterns into components Debugging spacing or layout issues Documentation Use search-docs for detailed Tailwind CSS v3 patterns and documentation. Basic Usage Use Tailwind CSS classes to style HTML. Check and follow existing Tailwind conventions in the project before introducing new patterns. Offer to extract repeated ...
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167 |
| 13077 | privilege escalation methods | sickn33/antigravity-awesome-skills |
Privilege Escalation Methods Purpose Provide comprehensive techniques for escalating privileges from a low-privileged user to root/administrator access on compromised Linux and Windows systems. Essential for penetration testing post-exploitation phase and red team operations. Inputs/Prerequisites Initial low-privilege shell access on target system Kali Linux or penetration testing distribution Tools: Mimikatz, PowerView, PowerUpSQL, Responder, Impacket, Rubeus Understanding of Windows/Linux priv...
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167 |
| 13078 | knowledge | boshu2/agentops |
Knowledge Skill YOU MUST EXECUTE THIS WORKFLOW. Do not just describe it. Find and retrieve knowledge from past work. Execution Steps Given /knowledge <query> : Step 1: Search with ao CLI (if available) ao search "<query>" --limit 10 2 > /dev/null If results found, read the relevant files. Step 2: Search .agents/ Directory Search learnings grep -r "<query>" .agents/learnings/ 2 > /dev/null | head -10 Search patterns grep -r "<query>" .agents/patterns/ 2 > /dev/null | head -10 Search research g...
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166 |
| 13079 | nansen-smart-money | nansen-ai/nansen-cli |
Smart Money All commands: nansen research smart-money <sub> [options] Subcommands Netflow — what tokens are smart money accumulating? nansen research smart-money netflow --chain solana --limit 10 DEX trades — real-time spot trades by smart money nansen research smart-money dex-trades --chain solana --labels "Smart Trader" --limit 20 Holdings — aggregated SM portfolio nansen research smart-money holdings --chain solana --limit 10 Perp trades — Hyperliquid only (no --chain needed) nansen resea...
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165 |
| 13080 | code-quality | samhvw8/dotfiles |
Code Quality Review Review $ARGUMENTS (or the whole app if no argument is given) for code quality issues. Work through every step below in order and report all findings with file paths and line numbers. Step 1 — Run the linter first Before reading any code manually, get a baseline from the automated tools: pnpm run lint List every error and warning. Fix all errors before proceeding — lint errors are not negotiable. Warnings should be reviewed and resolved unless there is a documented exception. ...
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165 |
| 13081 | deep-debug | jezweb/claude-skills |
Deep Debug - Multi-Agent Investigation Status : Production Ready Last Updated : 2026-02-02 Dependencies : Chrome MCP tools (optional), debugger agent, code-reviewer agent When to Use Going in circles - You've tried multiple fixes but nothing works Browser + API interaction bugs - Need to see Network tab, console logs Symptoms don't match expectations - Something deeper is wrong Complex state management bugs - React hooks, closures, race conditions Quick Start /deep-debug [description of the bug]...
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164 |
| 13082 | web-design-guidelines | skillcreatorai/ai-agent-skills |
Web Interface Guidelines Review files for compliance with Web Interface Guidelines. How It Works Fetch the latest guidelines from the source URL below Read the specified files (or prompt user for files/pattern) Check against all rules in the fetched guidelines Output findings in the terse file:line format Guidelines Source Fetch fresh guidelines before each review: https://raw.githubusercontent.com/vercel-labs/web-interface-guidelines/main/command.md Use WebFetch to retrieve the latest rules. Th...
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164 |
| 13083 | fastapi | srbhr/resume-matcher |
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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163 |
| 13084 | escalation | anthropics/knowledge-work-plugins |
Escalation Skill You are an expert at determining when and how to escalate support issues. You structure escalation briefs that give receiving teams everything they need to act quickly, and you follow escalation through to resolution. When to Escalate vs. Handle in Support Handle in Support When: The issue has a documented solution or known workaround It's a configuration or setup issue you can resolve The customer needs guidance or training, not a fix The issue is a known limitation with a docu...
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163 |
| 13085 | laravel-testing | leeovery/claude-laravel |
Laravel Testing Testing patterns with Pest: Arrange-Act-Assert, proper mocking, null drivers, declarative factories. Related guides: testing-conventions.md - Test file structure and RESTful ordering testing-factories.md - Declarative factory methods for readable tests validation-testing.md - Form request validation testing Actions - Action pattern for unit testing Controllers - Controller patterns for feature testing DTOs - DTO test factories Services - Service layer with null drivers Philoso...
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163 |
| 13086 | canned-responses | anthropics/knowledge-work-plugins |
Canned Responses Skill You are a response template assistant for an in-house legal team. You help manage, customize, and generate templated responses for common legal inquiries, and you identify when a situation should NOT use a templated response and instead requires individualized attention. Important : You assist with legal workflows but do not provide legal advice. Templated responses should be reviewed before sending, especially for regulated communications. Template Management Methodology ...
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163 |
| 13087 | google-calendar-automation | composiohq/awesome-claude-skills |
Google Calendar Automation via Rube MCP Automate Google Calendar workflows including event creation, scheduling, availability checks, attendee management, and calendar browsing through Composio's Google Calendar toolkit. Toolkit docs : composio.dev/toolkits/googlecalendar Prerequisites Rube MCP must be connected (RUBE_SEARCH_TOOLS available) Active Google Calendar connection via RUBE_MANAGE_CONNECTIONS with toolkit googlecalendar Always call RUBE_SEARCH_TOOLS first to get current tool schemas Se...
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162 |
| 13088 | frontend-design | buildermethods/design-os |
This skill guides creation of distinctive, production-grade frontend interfaces that avoid generic "AI slop" aesthetics. Implement real working code with exceptional attention to aesthetic details and creative choices. The user provides frontend requirements: a component, page, application, or interface to build. They may include context about the purpose, audience, or technical constraints. Design Thinking Before coding, understand the context and commit to a BOLD aesthetic direction: Purpose :...
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161 |
| 13089 | dependency-audit | jezweb/claude-skills |
Dependency Audit Skill Summary Systematic workflow for auditing, updating, and cleaning up project dependencies. Covers security vulnerability scanning, outdated package detection, unused dependency removal, and migration from deprecated libraries. When to Use Weekly/monthly dependency maintenance After security advisories (CVE announcements) Before major releases When bundle size increases unexpectedly During code reviews for dependency changes Onboarding to legacy projects Quick Audit Process ...
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161 |
| 13090 | flutter-control-and-screenshot | rodydavis/skills |
Flutter Driver Control & Screenshot This skill outlines the process of adding flutter_driver support to a Flutter application, launching it via the Dart MCP server, controlling it (tapping, finding widgets), and capturing screenshots (handling Web/Desktop specific constraints). Prerequisites Dart MCP Server: Ensure the dart-mcp-server is active. Flutter Project: You need a working Flutter project. Step 1: Add Dependency Add flutter_driver to the dev_dependencies in your pubspec.yaml. dev_dep...
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160 |
| 13091 | xlsx | skillcreatorai/ai-agent-skills |
Requirements for Outputs All Excel files Professional Font Use a consistent, professional font (e.g., Arial, Times New Roman) for all deliverables unless otherwise instructed by the user Zero Formula Errors Every Excel model MUST be delivered with ZERO formula errors (REF!, DIV/0!, VALUE!, N/A, NAME?) Preserve Existing Templates (when updating templates) Study and EXACTLY match existing format, style, and conventions when modifying files Never impose standardized formatting on files with establi...
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160 |
| 13092 | testing-patterns | jezweb/claude-skills |
Testing Patterns and Utilities Testing Philosophy Test-Driven Development (TDD): Write failing test FIRST Implement minimal code to pass Refactor after green Never write production code without a failing test Behavior-Driven Testing: Test behavior, not implementation Focus on public APIs and business requirements Avoid testing implementation details Use descriptive test names that describe behavior Factory Pattern: Create getMockX(overrides?: Partial<X>) functions Provide sensible defaults...
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160 |
| 13093 | marketing-leads-generation | vasilyu1983/ai-agents-public |
LEAD GENERATION — PIPELINE OS (OPERATIONAL) Built as a no-fluff execution skill for revenue-aligned demand generation. Structure: Core lead generation fundamentals first. AI-specific automation in clearly labeled "Optional: AI / Automation" sections. Core: Lead Type Definitions Clear definitions prevent Sales/Marketing friction. Align on these before building pipeline. Lead Type Definition Qualification Criteria Owner Lead Any identified contact Has email/phone, some interest signal Marketi...
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158 |
| 13094 | clean-code | ratacat/claude-skills |
Clean Code Skill This skill embodies the principles of "Clean Code" by Robert C. Martin (Uncle Bob). Use it to transform "code that works" into "code that is clean." 🧠 Core Philosophy "Code is clean if it can be read, and enhanced by a developer other than its original author." — Grady Booch When to Use Use this skill when: Writing new code : To ensure high quality from the start. Reviewing Pull Requests : To provide constructive, principle-based feedback. Refactoring legacy code : To identify a...
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158 |
| 13095 | tailwind-ui-patterns | autohandai/community-skills |
$ npx skills add https://github.com/autohandai/community-skills --skill tailwind-ui-patterns<div
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157 |
| 13096 | setup-cloudbase-openclaw | tencentcloudbase/skills |
Setup CloudBase for OpenClaw/Moltbot This skill guides you through configuring your OpenClaw/Moltbot installation for CloudBase full-stack development. Prerequisites Before starting, ensure you have: A Tencent Cloud account with CloudBase enabled Access to your CloudBase environment ID and credentials Quick Setup Overview Step Action Purpose 1 Check installation dirs Find where OpenClaw/Moltbot is installed 2 Locate workspace Identify the agent workspace directory 3 Configure MCP Set up CloudBas...
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157 |
| 13097 | to-spring-or-not-to-spring | raphaelsalaja/userinterface-wiki |
To Spring or Not To Spring Easing curves and springs are not interchangeable—they come from different ways of thinking about motion and play different roles in an interface. When to Apply Reference these guidelines when: Choosing animation timing functions Debugging motion that feels "off" Implementing gesture-driven interactions Reviewing animation implementations Deciding if motion is needed at all Decision Framework Ask: Is this motion reacting to the user, or is the system speaking? Mo...
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155 |
| 13098 | qwen-voice | ada20204/qwen-voice |
Use the bundled scripts. Prefer environment variable `DASHSCOPE_API_KEY`. If missing, scripts attempt to read it from `~/.bashrc`. ASR (speech → text) Non-timestamp (default) ``` python3 skills/qwen-voice/scripts/qwen_asr.py --in /path/to/audio.ogg ``` With timestamps (chunk-based) ``` python3 skills/qwen-voice/scripts/qwen_asr.py --in /path/to/audio.ogg --timestamps --chunk-sec 3 ``` Notes: - Timestamps are generated by fixed-length chunking (not word-level alignment). - Input audi...
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155 |
| 13099 | mviz | matsonj/mviz |
mviz v1.4.7 mviz Generate clean, data-focused charts and dashboards from compact JSON specs or markdown. Maximizes data-ink ratio with minimal chartjunk, gridlines, and decorative elements. Uses a 16-column grid layout system. Setup No installation required. Use npx -y -q mviz which auto-downloads from npm. The -q flag reduces npm output while still showing lint errors. For faster repeated use, install globally: npm install -g mviz What This Skill Does Converts minimal JSON specifications...
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155 |
| 13100 | sounds-on-the-web | raphaelsalaja/userinterface-wiki |
Sounds on The Web Sound is the forgotten sense in web design. The auditory cortex processes sound in ~25ms—nearly 10x faster than visual processing. A button that clicks feels faster than one that doesn't, even when visual feedback is identical. When to Apply Reference these guidelines when: Adding audio feedback to interactions Designing confirmation or error states Building notification systems Creating immersive or game-like experiences Reviewing audio UX for appropriateness Core Principl...
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