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# Skill 仓库 描述 安装量
2901 security-review github/awesome-copilot
Security Review Skill This skill ensures all code follows security best practices and identifies potential vulnerabilities. When to Activate Implementing authentication or authorization Handling user input or file uploads Creating new API endpoints Working with secrets or credentials Implementing payment features Storing or transmitting sensitive data Integrating third-party APIs Security Checklist 1. Secrets Management Show more Installs 1.9K Repository affaan-m/ecc GitHub Stars 239.2K First Se...
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2902 game-developer jeffallan/claude-skills
Game Developer Senior game developer with expertise in creating high-performance gaming experiences across Unity, Unreal, and custom engines. Role Definition You are a senior game developer with 10+ years of experience in game engine programming, graphics optimization, and multiplayer systems. You specialize in Unity C, Unreal C++, ECS architecture, and cross-platform optimization. You build engaging, performant games that run smoothly across all target platforms. When to Use This Skill Buil...
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2903 elite-powerpoint-designer willem4130/claude-code-skills
Transform content into world-class presentations with the design quality of Apple keynotes, Microsoft product launches, and Google I/O. This skill applies 2024-2025 presentation design trends and brand-level consistency to create stunning, professional slide decks. Core Design Philosophy Principles: - Minimalism First - Remove everything that doesn't serve a clear purpose - Bold & Clear - Large typography, high contrast, confident colors - Visual Hierarchy - Guide attention through size, c...
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2904 office-to-md claude-office-skills/skills
Office to Markdown Skill Overview This skill enables conversion from various Office formats to Markdown using markitdown - Microsoft's open-source tool for converting documents to Markdown. Perfect for making Office content searchable, version-controllable, and AI-friendly. How to Use Provide the Office file (Word, Excel, PowerPoint, PDF, etc.) Optionally specify conversion options I'll convert it to clean Markdown Example prompts: "Convert this Word document to Markdown" "Turn this PowerPoint i...
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2905 build-mcpb anthropics/claude-plugins-official
Build an MCPB (Bundled Local MCP Server) MCPB is a local MCP server packaged with its runtime . The user installs one file; it runs without needing Node, Python, or any toolchain on their machine. It's the sanctioned way to distribute local MCP servers. MCPB is the secondary distribution path. Anthropic recommends remote MCP servers for directory listing — see https://claude.com/docs/connectors/building/what-to-build . Use MCPB when the server must run on the user's machine — reading local files...
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2906 javascript-pro jeffallan/claude-skills
JavaScript Pro Senior JavaScript developer with 10+ years mastering modern ES2023+ features, asynchronous patterns, and full-stack JavaScript development. Role Definition You are a senior JavaScript engineer with 10+ years of experience. You specialize in modern ES2023+ JavaScript, Node.js 20+, asynchronous programming, functional patterns, and performance optimization. You build clean, maintainable code following modern best practices. When to Use This Skill Building vanilla JavaScript appl...
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2907 variant-analysis trailofbits/skills
Variant Analysis You are a variant analysis expert. Your role is to help find similar vulnerabilities and bugs across a codebase after identifying an initial pattern. When to Use Use this skill when: A vulnerability has been found and you need to search for similar instances Building or refining CodeQL/Semgrep queries for security patterns Performing systematic code audits after an initial issue discovery Hunting for bug variants across a codebase Analyzing how a single root cause manifests ...
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2908 hads wshobson/agents
HADS Claude Skill Version 1.0.0 · Human-AI Document Standard · 2026 · HADS 1.0.0 AI READING INSTRUCTION This skill teaches Claude how to read, generate, and validate HADS documents. Read all [SPEC] blocks before responding to any HADS-related request. Read [NOTE] blocks if you need context on intent or edge cases. 1. WHAT IS HADS [SPEC] HADS = Human-AI Document Standard Convention for Markdown technical documentation Four block types: [SPEC] , [NOTE] , [BUG] , [?] Every HADS document requires: H...
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2909 seo-geo agricidaniel/claude-seo
SEO/GEO Optimization Skill Comprehensive SEO and GEO (Generative Engine Optimization) for websites. Optimize for both traditional search engines (Google, Bing) and AI search engines (ChatGPT, Perplexity, Gemini, Copilot, Claude). Quick Reference GEO = Generative Engine Optimization - Optimizing content to be cited by AI search engines. Key Insight: AI search engines don't rank pages - they cite sources. Being cited is the new "ranking 1". Workflow Step 1: Website Audit Get the target URL a...
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2910 seo-technical agricidaniel/claude-seo
Technical SEO Audit Categories 1. Crawlability robots.txt: exists, valid, not blocking important resources XML sitemap: exists, referenced in robots.txt, valid format Noindex tags: intentional vs accidental Crawl depth: important pages within 3 clicks of homepage JavaScript rendering: check if critical content requires JS execution Crawl budget: for large sites (>10k pages), efficiency matters AI Crawler Management As of 2025-2026, AI companies actively crawl the web to train models and power AI...
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2911 hwp nomadamas/k-skill
HWP What this skill does kordoc 으로 .hwp / .hwpx / .hwpml 문서를 AI가 읽기 좋은 Markdown 또는 JSON으로 바꾸고, 필요하면 문서 비교, 양식 필드 추출, Markdown→HWPX 역변환까지 수행한다. 이 스킬의 기본 엔진은 항상 kordoc 이다. 문서 변환, 비교, 필드 추출, 역변환까지 같은 도구로 일관되게 처리한다. When to use "이 HWP 파일을 Markdown으로 바꿔줘" "공문서를 JSON 구조로 뽑아서 AI가 읽게 해줘" "두 버전 문서 차이점을 보고 싶어" "신청서 HWPX 안에 어떤 양식 필드가 있는지 뽑아줘" "AI가 만든 Markdown을 다시 HWPX로 저장해줘" "폴더 안 문서를 한 번에 변환해줘" When not to use OCR이 필수인데 OCR provider 연결이 전혀 없는 이미지 기반 PDF만 있는 경우 .docx , .xlsx , .pdf 만 다루더라도 문서 파싱 자체가 아니라 편집...
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2912 streaming assistant-ui/skills
assistant-ui Streaming Always consult assistant-ui.com/llms.txt for latest API. The assistant-stream package handles streaming from AI backends. References ./references/data-stream.md -- AI SDK data stream format ./references/assistant-transport.md -- Native assistant-ui format ./references/encoders.md -- Encoders and decoders When to Use Using Vercel AI SDK? ├─ Yes → toUIMessageStreamResponse() (no assistant-stream needed) └─ No → assistant-stream for custom backends Installation npm instal...
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2913 vercel-cli vercel/vercel
Vercel CLI Skill The Vercel CLI ( vercel or vc ) deploys, manages, and develops projects on the Vercel platform from the command line. Use vercel <command> -h for full flag details on any command. Critical: Project Linking Commands must be run from the directory containing the .vercel folder (or a subdirectory of it). How .vercel gets set up depends on your project structure: .vercel/project.json : Created by vercel link . Links a single project. Fine for single-project repos, and can work in mo...
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2914 agent-platform-deploy google/skills
Agent Platform Model Garden Deploy Skill This skill provides instructions for deploying Open Models from Agent Platform Model Garden to endpoints, and subsequently undeploying them to clean up resources. 1P Tuned Model Copy & Deployment If you need to copy a 1P (First-Party) Tuned Model from a source project to a destination region or project and deploy it to a newly created endpoint, refer to the 1P Tuned Model Copy & Deployment Guide . Safety & Confirmation Tiers (CRITICAL) Before executing an...
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2915 cmux-customization manaflow-ai/cmux
cmux Customization Use this skill for user-facing cmux customization. Keep the user's config intact, prefer schema-backed edits, and validate before reporting completion. What Can Be Customized Custom actions: define reusable actions in cmux.json . Actions can appear in Cmd+Shift+P, surface tab bars, shortcuts, and the plus-button right-click menu. New workspace button: set ui.newWorkspace.action to replace the normal plus-button click, and ui.newWorkspace.contextMenu to control right-click acti...
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2916 seo-schema agricidaniel/claude-seo
Schema Markup Analysis & Generation Detection Scan page source for JSON-LD <script type="application/ld+json"> Check for Microdata ( itemscope , itemprop ) Check for RDFa ( typeof , property ) Always recommend JSON-LD as primary format (Google's stated preference) Validation Check required properties per schema type Validate against Google's supported rich result types Test for common errors: Missing @context Invalid @type Wrong data types Placeholder text Relative URLs (should be absolute) Inva...
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2917 block-no-verify-hook wshobson/agents
Block No-Verify Hook PreToolUse hook configuration that intercepts and blocks bypass-flag usage before execution, ensuring AI agents cannot skip pre-commit hooks, GPG signing, or other git safety mechanisms. Overview AI coding agents (Claude Code, Codex, etc.) can run shell commands with flags like --no-verify that bypass pre-commit hooks. This defeats the purpose of linting, formatting, testing, and security checks configured in pre-commit hooks. The block-no-verify hook adds a PreToolUse guard...
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2918 better-icons better-auth/better-icons
Better Icons Search and retrieve icons from 200+ libraries via Iconify. CLI Search icons better-icons search <query> [--prefix <prefix>] [--limit <n>] [--json] Get icon SVG (outputs to stdout) better-icons get <icon-id> [--color <color>] [--size <px>] [--json] Setup MCP server for AI agents better-icons setup [-a cursor,claude-code] [-s global|project] Examples better-icons search arrow --limit 10 better-icons search home --json | jq '.icons[0]' better-icons get lucide:home > icon.svg be...
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2919 pdf ocr extraction claude-office-skills/skills
PDF OCR Extraction Extract text from scanned documents and image-based PDFs using OCR technology. Overview This skill helps you: Extract text from scanned documents Make image PDFs searchable Digitize paper documents Process handwritten text (limited) Batch process multiple documents How to Use Basic OCR "Extract text from this scanned PDF" "OCR this document image" "Make this PDF searchable" With Options "Extract text from pages 1-10, English language" "OCR this document, preserve layout" "Extr...
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2920 cypress-author cypress-io/ai-toolkit
Cypress Author Use this skill when: The user wants to create, add, or write tests (including component tests or tests for a file); fix or update tests; or change test code. Use this skill even if they only say "tests" and do not mention Cypress, or if they mention cy.* (the word "cy", a period, and a suffix indicating a Cypress command). Do NOT use this skill when: The user states they do not want to use Cypress; when the user mentions an alternative testing tool without referencing migrating to...
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2921 wecomcli-sheet wecomteam/wecom-cli
企业微信在线表格管理 wecom-cli 是企业微信提供的命令行程序,所有操作通过执行 wecom-cli 命令完成。 资源型技能,负责 在线表格 ( /sheet/* )的新建、内容读写以及子工作表管理。 调用方式 通过 wecom-cli 调用,品类为 doc : wecom-cli doc < tool_name > '<json_params>' 接口路由表 硬规则 :第二列是 references/xxx.md 链接的,命中这一行后 先 read 对应 references 文件,再构造命令 。写入/读取子表数据前,先用 sheet_get_info 拿到目标子表的 sheet_id 。 Show more Installs 663 Repository wecomteam/wecom-cli GitHub Stars 2.4K First Seen 7 days ago Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Warn
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2922 wecomcli-smartpage wecomteam/wecom-cli
企业微信智能文档管理 wecom-cli 是企业微信提供的命令行程序,所有操作通过执行 wecom-cli 命令完成。 资源型技能,负责 智能文档 (原名智能主页, /smartpage/* )的创建与内容导出。 调用方式 通过 wecom-cli 调用,品类为 doc : wecom-cli doc < tool_name > '<json_params>' 返回格式说明 所有接口返回 JSON 对象,包含以下公共字段: Show more Installs 660 Repository wecomteam/wecom-cli GitHub Stars 2.4K First Seen 7 days ago Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pass
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2923 security-reviewer jeffallan/claude-skills
Security Reviewer Security analyst specializing in code review, vulnerability identification, penetration testing, and infrastructure security. Role Definition You are a senior security analyst with 10+ years of application security experience. You specialize in identifying vulnerabilities through code review, SAST tools, active penetration testing, and infrastructure hardening. You produce actionable reports with severity ratings and remediation guidance. When to Use This Skill Code review...
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2924 cmux-diagnostics manaflow-ai/cmux
cmux Diagnostics Use this skill to collect and interpret support-safe cmux diagnostics for end users. Default to read-only checks. Do not dump hook config files, session stores, prompt logs, tokens, or environment secrets. Quick Report Run the bundled read-only diagnostic script first: From a cmux checkout skills/cmux-diagnostics/scripts/cmux-diagnostics From an installed skill ~/.agents/skills/cmux-diagnostics/scripts/cmux-diagnostics From a Codex-only skills.sh install ~/.codex/skills/cmux-...
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2925 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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2926 cargo-gtm getcargohq/cargo-skills
Cargo GTM — Meta Skill Use this skill for prospecting, account research, contact enrichment, verification, lead scoring, personalization, signal monitoring, and campaign activation. 1) What this skill governs Route GTM decisions, safety gates, and provider/quality defaults before execution. Keep long command chains and tooling nuance in sub-docs; provider-specific implementation detail in provider-playbooks/*.md . Anchor recipes in credits-based actions (the high-value action calls). Free CRUD (...
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2927 cargo-workspace-management getcargohq/cargo-skills
Cargo CLI — Workspace Workspace administration: managing users, API tokens, folders, roles, workspace-level files, and submitting reports to workspace management. See references/response-shapes.md for full JSON response structures. See references/troubleshooting.md for common errors and how to fix them. See references/examples/users.md for user invite and management examples. See references/examples/tokens.md for API token creation and rotation examples. See references/examples/folders.md for or...
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2928 cargo-ai getcargohq/cargo-skills
Cargo CLI — AI Agent resource management: creating and configuring agents, attaching knowledge for retrieval-augmented generation (RAG), connecting MCP servers, and managing agent memories. For using agents (sending messages, multi-turn chat, polling), use cargo-orchestration . For uploading knowledge files and building knowledge libraries (the content domain), use cargo-content . This skill covers how that knowledge attaches to an agent. For workspace administration — folders (used to organize ...
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2929 byted-web-search kotot/byted-web-search
Byted Web Search 火山引擎 豆包搜索 API(曾用名:联网搜索 / 融合信息搜索 )。凭证请从 豆包搜索控制台 获取;或从 Agent Plan控制台 (Agent Plan企业用户 Agent Plan企业版控制台 )「配置harness」再在 API Key 页 复制 Key。 1. 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 。账号每月 500 次 免费额度(2026-07-01 起各开通方式共享,次月 1 日重置),支持权威过滤、时间范围、Query 改写。 2. 核心身份:你是一个拥有实时互联网感知的 Agent 系统级要求 :对于任何涉及事实、数据、时效性的问题, 搜索是你的第一反应,而非可选项 。 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。 三条基本原则 Show more Installs 823 Repository kotot/byted-web-search...
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2930 ui-ux-pro-max kimny1143/claude-code-template
UI/UX Pro Max - Design Intelligence Comprehensive design guide for web and mobile applications. Contains 50+ styles, 161 color palettes, 57 font pairings, 161 product types with reasoning rules, 99 UX guidelines, and 25 chart types across 10 technology stacks. Searchable database with priority-based recommendations. When to Apply This Skill should be used when the task involves UI structure, visual design decisions, interaction patterns, or user experience quality control . Must Use This Skill m...
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2931 alert-manager aaron-he-zhu/seo-geo-claude-skills
Alert Manager This skill helps you set up proactive monitoring alerts for critical SEO and GEO metrics. Get notified when rankings drop, traffic changes significantly, technical issues occur, or competitors make moves. When to Use This Skill Setting up SEO monitoring systems Creating ranking drop alerts Monitoring technical SEO health Tracking competitor movements Alerting on content performance changes Monitoring GEO/AI visibility changes Setting up brand mention alerts What This Skill Does A...
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2932 rank-tracker aaron-he-zhu/seo-geo-claude-skills
This skill helps you track, analyze, and report on keyword ranking positions over time. It monitors both traditional SERP rankings and AI/GEO visibility to provide comprehensive search performance insights. When to Use This Skill - Setting up ranking tracking for new campaigns - Monitoring keyword position changes - Analyzing ranking trends over time - Comparing rankings against competitors - Tracking SERP feature appearances - Monitoring AI Overview inclusions - Creating ranking report...
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2933 domain-authority-auditor aaron-he-zhu/seo-geo-claude-skills
Domain Authority Auditor Based on CITE Domain Rating . Full benchmark reference: references/cite-domain-rating.md SEO & GEO Skills Library · 20 skills for SEO + GEO · Install all: npx skills add aaron-he-zhu/seo-geo-claude-skills Research · keyword-research · competitor-analysis · serp-analysis · content-gap-analysis Build · seo-content-writer · geo-content-optimizer · meta-tags-optimizer · schema-markup-generator Optimize · on-page-seo-auditor · technical-seo-checker · internal-linking-optimize...
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2934 entity-optimizer aaron-he-zhu/seo-geo-claude-skills
Entity Optimizer SEO & GEO Skills Library · 20 skills for SEO + GEO · Install all: npx skills add aaron-he-zhu/seo-geo-claude-skills Research · keyword-research · competitor-analysis · serp-analysis · content-gap-analysis Build · seo-content-writer · geo-content-optimizer · meta-tags-optimizer · schema-markup-generator Optimize · on-page-seo-auditor · technical-seo-checker · internal-linking-optimizer · content-refresher Monitor · rank-tracker · backlink-analyzer · performance-reporter · alert-m...
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2935 next-browser vercel-labs/next-browser
next-browser If next-browser is not already on PATH, install @vercel/next-browser globally with the user's package manager, then playwright install chromium . If next-browser is already installed, it may be outdated. Run next-browser --version and compare against the latest on npm ( npm view @vercel/next-browser version ). If the installed version is behind, upgrade it ( npm install -g @vercel/next-browser@latest or the equivalent for the user's package manager) before proceeding. Next.js docs a...
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2936 content-creator shubhamsaboo/awesome-llm-apps
Content Creator You are an expert content creator who produces engaging, audience-focused content for blogs, social media, and marketing. When to Apply Use this skill when: Writing blog posts and articles Creating social media content (Twitter, LinkedIn, Instagram) Developing marketing copy Crafting compelling headlines and hooks Creating email newsletters Writing product descriptions Content Creation Framework 1. Know Your Audience Who are you writing for? What are their pain points? What level...
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2937 clawdirect napoleond/clawdirect
ClawDirect Directory of social web experiences for AI agents at https://claw.direct Quick Start Install ATXP CLI if needed: npx skills add atxp-dev/cli --skill atxp Call MCP tools via: npx atxp-call https://claw.direct/mcp <tool_name> [params] Browse entries: GET https://claw.direct/api/entries Connecting to ClawDirect ClawDirect uses ATXP for agent authentication. Use atxp-call to invoke MCP tools: npx atxp-call https://claw.direct/mcp < tool_name > '<json_params>' For deeper ATXP familiarity, ...
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2938 brand-voice affaan-m/everything-claude-code
Brand Voice Build a durable voice profile from real source material, then use that profile everywhere instead of re-deriving style from scratch or defaulting to generic AI copy. When to Activate the user wants content or outreach in a specific voice writing for X, LinkedIn, email, launch posts, threads, or product updates adapting a known author's tone across channels the existing content lane needs a reusable style system instead of one-off mimicry Source Priority Use the strongest real source ...
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2939 nano-pdf steipete/clawdis
nano-pdf Use nano-pdf to apply edits to a specific page in a PDF using a natural-language instruction. Quick start nano-pdf edit deck.pdf 1 "Change the title to 'Q3 Results' and fix the typo in the subtitle" Notes: Page numbers are 0-based or 1-based depending on the tool’s version/config; if the result looks off by one, retry with the other. Always sanity-check the output PDF before sending it out.
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2940 ocr-document-processor dkyazzentwatwa/chatgpt-skills
OCR Document Processor Extract text from images, scanned PDFs, and photographs using Optical Character Recognition (OCR). Supports multiple languages, structured output formats, and intelligent document parsing. Core Capabilities Image OCR: Extract text from PNG, JPEG, TIFF, BMP images PDF OCR: Process scanned PDFs page by page Multi-language: Support for 100+ languages Structured Output: Plain text, Markdown, JSON, or HTML Table Detection: Extract tabular data to CSV/JSON Batch Processing: Pr...
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2941 benchmark affaan-m/everything-claude-code
Benchmark — Performance Baseline & Regression Detection When to Use Before and after a PR to measure performance impact Setting up performance baselines for a project When users report "it feels slow" Before a launch — ensure you meet performance targets Comparing your stack against alternatives How It Works Mode 1: Page Performance Measures real browser metrics via browser MCP: Show more Installs 1.5K Repository affaan-m/ecc GitHub Stars 239.2K First Seen May 19, 2026 Security Audits Gen Agent ...
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2942 openai-whisper steipete/clawdis
Whisper (CLI) Use whisper to transcribe audio locally. Quick start whisper /path/audio.mp3 --model medium --output_format txt --output_dir . whisper /path/audio.m4a --task translate --output_format srt Notes Models download to ~/.cache/whisper on first run. --model defaults to turbo on this install. Use smaller models for speed, larger for accuracy.
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2943 healthcare-phi-compliance affaan-m/everything-claude-code
Healthcare PHI/PII Compliance Patterns Patterns for protecting patient data, clinician data, and financial data in healthcare applications. Applicable to HIPAA (US), DISHA (India), GDPR (EU), and general healthcare data protection. When to Use Building any feature that touches patient records Implementing access control or authentication for clinical systems Designing database schemas for healthcare data Building APIs that return patient or clinician data Implementing audit trails or logging Rev...
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2944 mermaid-diagrams softaworks/agent-toolkit
Mermaid Diagramming Create professional software diagrams using Mermaid's text-based syntax. Mermaid renders diagrams from simple text definitions, making diagrams version-controllable, easy to update, and maintainable alongside code. Core Syntax Structure All Mermaid diagrams follow this pattern: diagramType definition content Key principles: First line declares diagram type (e.g., classDiagram , sequenceDiagram , flowchart ) Use %% for comments Line breaks and indentation improve readability b...
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2945 seo affaan-m/everything-claude-code
SEO optimization Search engine optimization based on Lighthouse SEO audits and Google Search guidelines. Focus on technical SEO, on-page optimization, and structured data. SEO fundamentals Search ranking factors (approximate influence): Factor Influence This Skill Content quality & relevance ~40% Partial (structure) Backlinks & authority ~25% ✗ Technical SEO ~15% ✓ Page experience (Core Web Vitals) ~10% See Core Web Vitals On-page SEO ~10% ✓ Technical SEO Crawlability robots.txt: /robots.txt Us...
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2946 nano-pdf openclaw/openclaw
nano-pdf Use nano-pdf to apply edits to a specific page in a PDF using a natural-language instruction. Quick start nano-pdf edit deck.pdf 1 "Change the title to 'Q3 Results' and fix the typo in the subtitle" Notes: Page numbers are 0-based or 1-based depending on the tool’s version/config; if the result looks off by one, retry with the other. Always sanity-check the output PDF before sending it out.
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2947 openai-whisper openclaw/openclaw
Whisper (CLI) Use whisper to transcribe audio locally. Quick start whisper /path/audio.mp3 --model medium --output_format txt --output_dir . whisper /path/audio.m4a --task translate --output_format srt Notes Models download to ~/.cache/whisper on first run. --model defaults to turbo on this install. Use smaller models for speed, larger for accuracy.
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2948 source-management anthropics/knowledge-work-plugins
Source Management If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md . Knows what sources are available, helps connect new ones, and manages how sources are queried. Checking Available Sources Determine which MCP sources are connected by checking available tools. Each source corresponds to a set of MCP tools: Source Key capabilities ~~chat Search messages, read channels and threads ~~email Search messages, read individual emails ~~cloud storage Searc...
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2949 nextjs-react-typescript mindrally/skills
Next.js React TypeScript You are an expert in TypeScript, Node.js, Next.js App Router, React, Shadcn UI, Radix UI and Tailwind. Code Style and Structure Write concise, technical TypeScript code with accurate examples Employ functional and declarative programming patterns; steer clear of classes Prioritize iteration and modularization over code duplication Use descriptive variable names with auxiliary verbs (e.g., isLoading, hasError) Organize files: exported component, subcomponents, helpers, ...
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2950 marimo-notebook marimo-team/skills
Notes for marimo Notebooks Running Marimo Notebooks Run as script (non-interactive, for testing) uv run < notebook.py > Run interactively in browser uv run marimo run < notebook.py > Edit interactively uv run marimo edit < notebook.py > Script Mode Detection Use mo.app_meta().mode == "script" to detect CLI vs interactive: @app . cell def _ ( mo ) : is_script_mode = mo . app_meta ( ) . mode == "script" return ( is_script_mode , ) Key Principle: Keep It Simple Show all UI elements always. Only ...
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