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Agent Skills 排行榜 · 关键词 + 语义搜索
| # | Skill | 仓库 | 描述 | 安装量 |
|---|---|---|---|---|
| 7151 | github-automation | ruvnet/ruflo |
GitHub Automation Skill Purpose GitHub workflow automation, PR management, and repository coordination. When to Trigger Creating pull requests Managing issues Setting up CI/CD workflows Code review automation Release management Commands Create Pull Request gh pr create --title "feat: description" --body " Summary \n ..." Review Code npx claude-flow github review --pr 123 Manage Issues npx claude-flow github issues list --state open npx claude-flow github issues create --title "Bug: ..." Setup Wo...
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| 7152 | opencode-primitives | different-ai/openwork |
Use this skill whenever OpenWork behavior is implemented directly on top of OpenCode primitives (skills, plugins, MCP servers, opencode.json config, tools/permissions). It anchors decisions to the official OpenCode documentation and keeps terminology consistent in the UI. Doc Sources (Always cite when relevant) - Skills: [https://opencode.ai/docs/skills](https://opencode.ai/docs/skills) - Plugins: [https://opencode.ai/docs/plugins/](https://opencode.ai/docs/plugins/) - MCP servers: [https:/...
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| 7153 | status-page-generator | kostja94/marketing-skills |
Pages: Status Page Guides status page design for communicating service health, uptime, and incidents. Typically at status.* subdomain. Reduces support during outages, builds trust. When invoking : On first use , if helpful, open with 1–2 sentences on what this skill covers and why it matters, then provide the main output. On subsequent use or when the user asks to skip, go directly to the main output. Initial Assessment Check for product marketing context first: If .claude/product-marketing-cont...
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| 7154 | multi-domain-brand-seo | kostja94/marketing-skills |
SEO: Multi-Domain Brand Search When a company has multiple domains (e.g., company.com and product.ai), ensure the company/main site ranks first for brand queries. Product sites focus on product keywords and do not compete for brand position. See domain-architecture for structure decisions; rebranding-strategy for domain change and migration. When invoking : On first use , if helpful, open with 1–2 sentences on what this skill covers and why it matters, then provide the main output. On subsequent...
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| 7155 | web-search | jwynia/agent-skills |
Web Search & Extraction Search the web and extract content via inference.sh CLI. Quick Start Requires inference.sh CLI ( belt ). Install instructions belt login Search the web belt app run tavily/search-assistant --input '{"query": "latest AI developments 2024"}' Available Apps Tavily App App ID Description Search Assistant tavily/search-assistant AI-powered search with answers Extract tavily/extract Extract content from URLs Exa App App ID Description Search exa/search Smart web search with AI...
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| 7156 | lsp-setup | github/awesome-copilot |
LSP Setup for GitHub Copilot CLI UTILITY SKILL — installs and configures Language Server Protocol servers for Copilot CLI. USE FOR: "setup LSP", "install language server", "configure LSP for Java", "add TypeScript LSP", "enable code intelligence", "I need go-to-definition", "find references not working", "need better code understanding" DO NOT USE FOR: general coding tasks, IDE/editor LSP configuration, non-Copilot-CLI setups Workflow Ask the language — use ask_user to ask which programming lang...
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| 7157 | agent-docs-api-openapi | ruvnet/ruflo |
name: "api-docs" description: "Expert agent for creating and maintaining OpenAPI/Swagger documentation" color: "indigo" type: "documentation" version: "1.0.0" created: "2025-07-25" author: "Claude Code" metadata: specialization: "OpenAPI 3.0 specification, API documentation, interactive docs" complexity: "moderate" autonomous: true triggers: keywords: - "api documentation" - "openapi" - "swagger" - "api docs" - "endpoint documentation" file_patterns: - " $openapi.yaml" - " $swagger.yaml" - " $ap...
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| 7158 | responsive-patterns | yonatangross/orchestkit |
Responsive Patterns Modern responsive design patterns using Container Queries, fluid typography, and mobile-first strategies for React applications (2026 best practices). Overview Building reusable components that adapt to their container Implementing fluid typography that scales smoothly Creating responsive layouts without media query overload Building design system components for multiple contexts Optimizing for variable container sizes (sidebars, modals, grids) Core Concepts Container Queri...
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| 7159 | agent-code-analyzer | ruvnet/ruflo |
name: analyst description: "Advanced code quality analysis agent for comprehensive code reviews and improvements" type: code-analyzer color: indigo priority: high hooks: pre: | npx claude-flow@alpha hooks pre-task --description "Code analysis agent starting: ${description}" --auto-spawn-agents false post: | npx claude-flow@alpha hooks post-task --task-id "analysis-${timestamp}" --analyze-performance true metadata: specialization: "Code quality assessment and security analysis" capabilities: - Co...
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| 7160 | rag-engineer | sickn33/antigravity-awesome-skills |
RAG Engineer Role: RAG Systems Architect I bridge the gap between raw documents and LLM understanding. I know that retrieval quality determines generation quality - garbage in, garbage out. I obsess over chunking boundaries, embedding dimensions, and similarity metrics because they make the difference between helpful and hallucinating. Capabilities Vector embeddings and similarity search Document chunking and preprocessing Retrieval pipeline design Semantic search implementation Context windo...
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| 7161 | excalidraw-skill | lingzhi227/agent-research-skills |
Excalidraw Skill Step 0: Detect Connection Mode Before doing anything, determine which mode is available. Run these checks in order : Check 1: MCP Server (Best experience) mcp-cli tools | grep excalidraw If you see tools like excalidraw/batch_create_elements → use MCP mode . Call MCP tools directly. Check 2: REST API (Fallback — works without MCP server) curl -s http://localhost:3000/health If you get {"status":"ok"} → use REST API mode . Use HTTP endpoints ( curl / fetch ) from the cheatsheet. ...
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| 7162 | markdown-proxy | joeseesun/markdown-proxy |
Markdown Proxy - URL to Markdown 将任意 URL 转为干净的 Markdown。支持需要登录的页面、PDF、专有平台。 URL Routing (先判断再执行) 收到 URL 后,先判断类型,不同类型走不同通道: URL Pattern Route To Reason mp.weixin.qq.com scripts/fetch_weixin.py 公众号需 Playwright 抓取 feishu.cn/docx/ feishu.cn/wiki/ larksuite.com/docx/ scripts/fetch_feishu.py 需飞书 API 认证 youtube.com youtu.be yt-search-download skill YouTube 有专用工具链 .pdf (URL or local path) scripts/extract_pdf.sh PDF 专用提取 All other URLs scripts/fetch.sh 代理级联自动 fallback Workflow Step 1: Route by URL Type i...
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| 7163 | quality-manager-qms-iso13485 | alirezarezvani/claude-skills |
Quality Manager - QMS ISO 13485 Specialist ISO 13485:2016 Quality Management System implementation, maintenance, and certification support for medical device organizations. Table of Contents QMS Implementation Workflow Document Control Workflow Internal Audit Workflow Process Validation Workflow Supplier Qualification Workflow QMS Process Reference Decision Frameworks Tools and References QMS Implementation Workflow Implement ISO 13485:2016 compliant quality management system from gap analysis t...
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| 7164 | native-ads | kostja94/marketing-skills |
Paid Ads: Native Ads Guides native advertising on Taboola, Outbrain, and content recommendation networks. Native ads blend with publisher content and achieve ~18% higher CTR than display banners. Use this skill when planning or optimizing native ad campaigns. When invoking : On first use , if helpful, open with 1–2 sentences on what this skill covers and why it matters, then provide the main output. On subsequent use or when the user asks to skip, go directly to the main output. Initial Assessme...
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| 7165 | solutions-page-generator | kostja94/marketing-skills |
Pages: Solutions Guides solutions pages focused on business outcomes. Industry-first is the B2B norm (Salesforce, HubSpot). Answer "what outcome do I get for my industry/team/size?" rather than "what does it do?" Distinct from features (capabilities) and use cases (scenarios); solutions emphasize measurable value by segment. When invoking : On first use , if helpful, open with 1–2 sentences on what this skill covers and why it matters, then provide the main output. On subsequent use or when the ...
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| 7166 | testing | tursodatabase/turso |
LobeHub Testing Guide Quick Reference Commands: Run specific test file bunx vitest run --silent = 'passed-only' '[file-path]' Database package (client) cd packages/database && bunx vitest run --silent = 'passed-only' '[file]' Database package (server) cd packages/database && TEST_SERVER_DB = 1 bunx vitest run --silent = 'passed-only' '[file]' Never run bun run test - it runs all 3000+ tests (~10 minutes). Test Categories Category Location Config Webapp src//*.test.ts(x) vitest.config.ts Packa...
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| 7167 | computer-use-agents | sickn33/antigravity-awesome-skills |
Computer Use Agents Patterns Perception-Reasoning-Action Loop The fundamental architecture of computer use agents: observe screen, reason about next action, execute action, repeat. This loop integrates vision models with action execution through an iterative pipeline. Key components: PERCEPTION: Screenshot captures current screen state REASONING: Vision-language model analyzes and plans ACTION: Execute mouse/keyboard operations FEEDBACK: Observe result, continue or correct Critical insight: ...
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| 7168 | seo | affaan-m/ecc |
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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| 7169 | wiki-context-pack | ar9av/obsidian-wiki |
Wiki Context Pack — Bounded Token Retrieval You are producing a focused, token-bounded context pack from the wiki. Unlike wiki-query (which answers a question), this skill packages the most relevant wiki knowledge into a single markdown block that a downstream agent, skill, or user can consume directly. Before You Start Resolve config — follow the Config Resolution Protocol in llm-wiki/SKILL.md (walk up CWD for .env → ~/.obsidian-wiki/config → prompt setup). This gives OBSIDIAN_VAULT_PATH and an...
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| 7170 | templates | railwayapp/railway-skills |
Templates Search and deploy services from Railway's template marketplace. When to Use User asks to "add Postgres", "add Redis", "add a database" User asks to "add Ghost", "add Strapi", "add n8n", or any other service User wants to find templates for a use case (e.g., "CMS", "storage", "monitoring") User asks "what templates are available?" User wants to deploy a pre-configured service Common Template Codes Category Template Code Databases PostgreSQL postgres Redis redis MySQL mysql MongoDB ...
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| 7171 | capa-officer | alirezarezvani/claude-skills |
CAPA Officer Corrective and Preventive Action (CAPA) management within Quality Management Systems, focusing on systematic root cause analysis, action implementation, and effectiveness verification. Table of Contents CAPA Investigation Workflow Root Cause Analysis Corrective Action Planning Effectiveness Verification CAPA Metrics and Reporting Reference Documentation Tools CAPA Investigation Workflow Conduct systematic CAPA investigation from initiation through closure: Document trigger event wit...
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| 7172 | mcp-security-audit | github/awesome-copilot |
MCP Security Audit Audit MCP server configurations for security issues — secrets exposure, shell injection, unpinned dependencies, and unapproved servers. Overview MCP servers give agents direct tool access to external systems. A misconfigured .mcp.json can expose credentials, allow shell injection, or connect to untrusted servers. This skill catches those issues before they reach production. .mcp.json → Parse Servers → Check Each Server: 1. Secrets in args/env? 2. Shell injection patterns? 3. U...
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| 7173 | create-evlog-adapter | hugorcd/evlog |
Create evlog Adapter Add a new built-in adapter to evlog. Every adapter follows the same architecture. This skill walks through all 8 touchpoints. Every single touchpoint is mandatory -- do not skip any. PR Title Recommended format for the pull request title: feat: add {name} adapter The exact wording may vary depending on the adapter (e.g., feat: add OTLP adapter , feat: add Axiom drain adapter ), but it should always follow the feat: conventional commit prefix. Touchpoints Checklist File Acti...
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| 7174 | skill-creator | sickn33/antigravity-awesome-skills |
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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| 7175 | agent-tool-builder | sickn33/antigravity-awesome-skills |
Agent Tool Builder You are an expert in the interface between LLMs and the outside world. You've seen tools that work beautifully and tools that cause agents to hallucinate, loop, or fail silently. The difference is almost always in the design, not the implementation. Your core insight: The LLM never sees your code. It only sees the schema and description. A perfectly implemented tool with a vague description will fail. A simple tool with crystal-clear documentation will succeed. You push for ex...
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| 7176 | agent-data-ml-model | ruvnet/ruflo |
name: "ml-developer" description: "Specialized agent for machine learning model development, training, and deployment" color: "purple" type: "data" version: "1.0.0" created: "2025-07-25" author: "Claude Code" metadata: specialization: "ML model creation, data preprocessing, model evaluation, deployment" complexity: "complex" autonomous: false Requires approval for model deployment triggers: keywords: - "machine learning" - "ml model" - "train model" - "predict" - "classification" - "regression...
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| 7177 | uv | google-deepmind/science-skills |
uv uv is an extremely fast Python package and project manager. It replaces pip, pip-tools, pipx, pyenv, virtualenv, poetry, etc. When to use uv Always use uv for Python work , especially if you see: The uv.lock file uv headers in requirements* files, e.g., "This file was autogenerated by uv" Don't use uv in projects managed by other tools: Poetry projects (identifiable by poetry.lock file) PDM projects (identifiable by pdm.lock file) Choosing the right workflow Scripts Use when: Running single P...
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| 7178 | agent-eval | colbymchenry/codegraph |
Agent Eval Skill A lightweight CLI tool for comparing coding agents head-to-head on reproducible tasks. Every "which coding agent is best?" comparison runs on vibes — this tool systematizes it. When to Activate Comparing coding agents (Claude Code, Aider, Codex, etc.) on your own codebase Measuring agent performance before adopting a new tool or model Running regression checks when an agent updates its model or tooling Producing data-backed agent selection decisions for a team Installation Note:...
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| 7179 | ms365-tenant-manager | alirezarezvani/claude-skills |
Microsoft 365 Tenant Manager This skill provides expert guidance and automation for Microsoft 365 Global Administrators managing tenant setup, configuration, user lifecycle, security policies, and organizational optimization. Capabilities Tenant Setup & Configuration: Initial tenant setup, domain configuration, DNS records, service provisioning User & Group Management: User lifecycle (create, modify, disable, delete), group creation, license assignment Security & Compliance: Conditional Access...
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| 7180 | resources-page-generator | kostja94/marketing-skills |
Pages: Resources Guides resources page and content hub structure for discovery and SEO. When invoking : On first use , if helpful, open with 1-2 sentences on what this skill covers and why it matters, then provide the main output. On subsequent use or when the user asks to skip, go directly to the main output. Initial Assessment Check for product marketing context first: If .claude/product-marketing-context.md or .cursor/product-marketing-context.md exists, read it for content themes and audienc...
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| 7181 | dt-obs-kubernetes | dynatrace/dynatrace-for-ai |
Infrastructure Kubernetes Monitor and analyze Kubernetes infrastructure using Dynatrace DQL. Query cluster resources, monitor workload health, analyze pod placement, optimize costs, and assess security posture. When to Use This Skill Monitoring Kubernetes cluster health and capacity Analyzing pod and container resource utilization Investigating pod failures, OOMKills, evictions, or crash loops Debugging degraded deployments, stuck rollouts, or node pressure Optimizing Kubernetes resource costs A...
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| 7182 | github-project-management | ruvnet/ruflo |
GitHub Project Management Overview A comprehensive skill for managing GitHub projects using AI swarm coordination. This skill combines intelligent issue management, automated project board synchronization, and swarm-based coordination for efficient project delivery. Quick Start Basic Issue Creation with Swarm Coordination Create a coordinated issue gh issue create \ --title "Feature: Advanced Authentication" \ --body "Implement OAuth2 with social login..." \ --label "enhancement,swarm-ready" I...
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| 7183 | agent-performance-monitor | ruvnet/ruflo |
name: Performance Monitor type: agent category: optimization description: Real-time metrics collection, bottleneck analysis, SLA monitoring and anomaly detection Performance Monitor Agent Agent Profile Name : Performance Monitor Type : Performance Optimization Agent Specialization : Real-time metrics collection and bottleneck analysis Performance Focus : SLA monitoring, resource tracking, and anomaly detection Core Capabilities 1. Real-Time Metrics Collection // Advanced metrics collection syste...
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| 7184 | python-patterns | affaan-m/ecc |
Python Development Patterns Idiomatic Python patterns and best practices for building robust, efficient, and maintainable applications. When to Activate Writing new Python code Reviewing Python code Refactoring existing Python code Designing Python packages/modules Core Principles 1. Readability Counts Python prioritizes readability. Code should be obvious and easy to understand. Good: Clear and readable def get_active_users ( users : list [ User ] ) - > list [ User ] : """Return only active us...
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| 7185 | seo-audit | kostja94/marketing-skills |
SEO Audit You are an expert in search engine optimization. Your goal is to identify SEO issues and provide actionable recommendations to improve organic search performance. Initial Assessment Check for product marketing context first: If .agents/product-marketing-context.md exists (or .claude/product-marketing-context.md in older setups), read it before asking questions. Use that context and only ask for information not already covered or specific to this task. Before auditing, understand: Site ...
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| 7186 | sf-flex-estimator | jaganpro/sf-skills |
sf-flex-estimator: Agentforce & Data Cloud Flex Credit Estimation Use this skill when the user needs a public-price estimate for: Agentforce prompt + action consumption Data Cloud monthly usage meters Flex Credit scenario planning cost optimization recommendations before build or rollout This skill is for planning and estimation , not implementation. When This Skill Owns the Task Use sf-flex-estimator when the user is asking questions like: "What will this Agentforce agent cost per month?" "Esti...
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| 7187 | codex-plugin-cc | aradotso/trending-skills |
Codex Plugin for Claude Code Skill by ara.so — Daily 2026 Skills collection. A Claude Code plugin that lets you run OpenAI Codex code reviews and delegate background tasks to Codex directly from your Claude Code session. Use it for read-only code reviews, adversarial design challenges, and handing off investigative or fix tasks to Codex as a subagent. What It Does /codex:review — Standard read-only Codex code review of uncommitted changes or a branch diff /codex:adversarial-review — Steerable re...
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| 7188 | etf-premium | himself65/finance-skills |
Contains Shell Commands This skill contains shell command directives ( !`command` ) that may execute system commands. Review carefully before installing. ETF Premium/Discount Analysis Skill Calculates the premium or discount of an ETF's market price relative to its Net Asset Value (NAV) using data from Yahoo Finance via yfinance . Why this matters: An ETF's market price can diverge from the value of its underlying holdings (NAV). When you buy at a premium, you're overpaying relative to the asset...
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| 7189 | doc-coauthoring | sickn33/antigravity-awesome-skills |
Doc Co-Authoring Workflow This skill provides a structured workflow for guiding users through collaborative document creation. Act as an active guide, walking users through three stages: Context Gathering, Refinement & Structure, and Reader Testing. When to Offer This Workflow Trigger conditions: User mentions writing documentation: "write a doc", "draft a proposal", "create a spec", "write up" User mentions specific doc types: "PRD", "design doc", "decision doc", "RFC" User seems to be starting...
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| 7190 | scientific-brainstorming | k-dense-ai/scientific-agent-skills |
Scientific Brainstorming Overview Scientific brainstorming is a conversational process for generating novel research ideas. Act as a research ideation partner to generate hypotheses, explore interdisciplinary connections, challenge assumptions, and develop methodologies. Apply this skill for creative scientific problem-solving. When to Use This Skill This skill should be used when: Generating novel research ideas or directions Exploring interdisciplinary connections and analogies Challenging...
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| 7191 | design-system | affaan-m/ecc |
Design System — Generate & Audit Visual Systems When to Use Starting a new project that needs a design system Auditing an existing codebase for visual consistency Before a redesign — understand what you have When the UI looks "off" but you can't pinpoint why Reviewing PRs that touch styling How It Works Mode 1: Generate Design System Analyzes your codebase and generates a cohesive design system: Show more
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| 7192 | markitdown | julianobarbosa/claude-code-skills |
MarkItDown - File to Markdown Conversion Overview MarkItDown is a Python tool developed by Microsoft for converting various file formats to Markdown. It's particularly useful for converting documents into LLM-friendly text format, as Markdown is token-efficient and well-understood by modern language models. Key Benefits: Convert documents to clean, structured Markdown Token-efficient format for LLM processing Supports 15+ file formats Optional AI-enhanced image descriptions OCR for images and...
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| 7193 | docs-guard | amelnagdy/guard-skills |
Docs Guard You are reviewing generated or changed documentation before it ships. Apply the rules below as a guard pass after the first documentation pass. The core principle: documentation is a set of claims about a codebase, and every claim is checkable. Your job is to check them. These rules exist because AI agents document from memory of how APIs usually look, not from the code in front of them. Published research: half of AI answers to programming questions contain incorrect information, and...
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| 7194 | fda-consultant-specialist | alirezarezvani/claude-skills |
FDA Consultant Specialist FDA regulatory consulting for medical device manufacturers covering submission pathways, Quality System Regulation (QSR), HIPAA compliance, and device cybersecurity requirements. Table of Contents FDA Pathway Selection 510(k) Submission Process QSR Compliance HIPAA for Medical Devices Device Cybersecurity Resources FDA Pathway Selection Determine the appropriate FDA regulatory pathway based on device classification and predicate availability. Decision Framework Predicat...
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| 7195 | glab | henricook/claude-glab-skill |
GitLab CLI (glab) Skill Provides guidance for using glab, the official GitLab CLI, to perform GitLab operations from the terminal. When to Use This Skill Invoke when the user needs to: Create, review, or manage merge requests Work with GitLab issues Monitor or trigger CI/CD pipelines Clone or manage repositories Perform any GitLab operation from the command line Prerequisites Verify glab installation before executing commands: glab --version If not installed, inform the user and provide ...
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| 7196 | 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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| 7197 | agentic-jujutsu | ruvnet/ruflo |
Agentic Jujutsu - AI Agent Version Control Quantum-ready, self-learning version control designed for multiple AI agents working simultaneously without conflicts. When to Use This Skill Use agentic-jujutsu when you need: ✅ Multiple AI agents modifying code simultaneously ✅ Lock-free version control (23x faster than Git) ✅ Self-learning AI that improves from experience ✅ Quantum-resistant security for future-proof protection ✅ Automatic conflict resolution (87% success rate) ✅ Pattern recognition ...
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| 7198 | agent-dev-backend-api | ruvnet/ruflo |
name: "backend-dev" description: "Specialized agent for backend API development with self-learning and pattern recognition" color: "blue" type: "development" version: "2.0.0-alpha" created: "2025-07-25" updated: "2025-12-03" author: "Claude Code" metadata: specialization: "API design, implementation, optimization, and continuous improvement" complexity: "moderate" autonomous: true v2_capabilities: - "self_learning" - "context_enhancement" - "fast_processing" - "smart_coordination" triggers: keyw...
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| 7199 | startup-analysis | himself65/finance-skills |
Startup Analysis Produces a multi-perspective analysis of a startup, examining it through three lenses that each reveal different aspects of company health and potential: VC Investor Lens — Is this a good investment? Market size, unit economics, growth trajectory, team quality, defensibility Job Applicant Lens — Should I work here? Equity value, runway risk, culture signals, career growth, compensation fairness CEO/Founder Lens — How healthy is this company? Product-market fit, burn efficiency, ...
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| 7200 | hyperframes-read-first | heygen-com/hyperframes |
HyperFrames — read this first Start here for any HyperFrames task — especially with no project agent config ( CLAUDE.md / AGENTS.md / .cursorrules ) present. Capability map + video router below. Capability map — which skill for which intent You want to… Go to Make a video (from a URL, brief, topic, GitHub PR, existing footage, or a single element to animate) the video router below (§ Video routing) Author / edit an HTML composition — the data-* contract, clips, tracks, sub-compositions, variable...
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