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10 AI Skills Resources You Must Follow in 2026

From official marketplaces to Chinese communities, one article collects the most worth-collecting Skill platforms

10 AI Skills Resources You Must Follow in 2026

What is an AI Skill? Simply put, a Skill is a "capability plugin" for AI—a configuration file or prompt template that enables models like Claude and GPT to perform specific tasks. Finding a good Skill means getting best practices that others have already optimized for you.

Why Are Skill Resources Increasingly Important?

In 2025-2026, the capability boundary of AI Agents no longer depends solely on the model itself, but on what Skills and tools you equip it with.

A Claude without configuration = a generalist assistant (versatile but mediocre) A Claude with professional Skills = an expert-level tool (precise and efficient)

For example:

  • Without Skill: Ask Claude "Help me review code" → gets vague suggestions
  • With a code review Skill: Claude checks line by line against Google code standards, pointing out performance bottlenecks, security vulnerabilities, and readability issues

    • Curated 10 Resources

    🥇 1. ClaWHub — Official Skill Marketplace

    URL: clawhub.com

    Why recommended: This is the most authoritative source. Skills are published by community developers and reviewed. Think of it as the iOS App Store—start here for Skills.

    Core highlights:

  • Official verification badges, high trustworthiness
  • Categorized by use case (writing, coding, research, creativity, etc.)
  • Standardized installation process, one-click install

    • Best for: All Claude users; the first site to bookmark.

    🥈 2. Awesome MCP Servers — GitHub Curated List

    URL: github.com/punkpeye/awesome-mcp-servers

    Why recommended: A community-maintained curated list of MCP Servers with 1500+ Stars, updated weekly. The fastest entry point to discover new MCP Servers.

    Core highlights:

  • Organized by category: databases, browsers, dev tools, productivity tools, AI enhancements
  • Each Server labeled with official status, install command, Stars count
  • Active community contributions; new Servers appear within days of release

    • Usage tip: Use GitHub's Watch feature to get notified when new Servers are added.

    🥉 3. Claude Skills Official Documentation

    URL: docs.anthropic.com

    Why recommended: Want to develop your own Skill? The official docs are the most authoritative reference, covering API specs, best practices, and testing methods.

    Core highlights:

  • Complete development specification for Skills
  • Security guidelines (how to prevent Skill abuse)
  • Real-world examples and code samples

    • Best for: Developers who want to build their own Skills.

    4. FlowGPT — World's Largest Prompt Community

    URL: flowgpt.com

    Why recommended: 500K+ prompts covering all major AIs like Claude, GPT, Midjourney. While not Skills-focused, it contains many high-quality System Prompt configurations that are essentially precursors to Skills.

    Core highlights:

  • Sorted by popularity and likes, making quality content easy to find
  • One-click copy and test
  • Dedicated "Claude Prompts" category

    • Usage tip: Search your use case (e.g., "Claude code review") to find community-verified configurations.

    5. SkillHub Tencent Edition — Largest Chinese Skill Platform

    URL: skillhub.tencent.com

    Why recommended: Developed by Tencent, with 13,000+ Skills optimized for Chinese users and fast access via domestic nodes.

    Core highlights:

  • Largest Chinese Skill database
  • Detailed categories: workplace, education, creativity, technology, lifestyle
  • Security-reviewed, high trustworthiness

    • Best for: Users who primarily use Chinese, especially for workplace scenarios (PPT, email, reports).

    6. Dify Marketplace — One-Click Deployable Agent Templates

    URL: marketplace.dify.ai

    Why recommended: Here, "Skills" aren't just prompts but complete AI application templates including workflows, knowledge base configurations, and tool calls. Import and use directly.

    Core highlights:

  • Hundreds of runnable Agent templates
  • One-click import into your own Dify instance
  • Covers enterprise scenarios like customer service, content generation, data analysis

    • Usage tip: If you're building AI apps with Dify, check here first for templates—99% of common scenarios have ready-made solutions.

    7. LangChain Hub — Chain and Agent Configuration Templates

    URL: smith.langchain.com/hub

    Why recommended: LangChain's official template sharing platform offering reusable Prompt, Chain, and Agent configurations. Essential for developers building LangChain/LangGraph projects.

    Core highlights:

  • High-quality templates maintained officially
  • Version management: track template history
  • Pull and use directly via Python/JS code

    • python
from langchain import hub
prompt = hub.pull("rlm/rag-prompt")  # One line to pull RAG prompt template

    8. Coze Plugin Plaza

    URL: coze.cn

    Why recommended: Developed by ByteDance, with the most complete Bot platform ecosystem. The plugin marketplace integrates directly with Feishu, WeChat, and Douyin.

    Core highlights:

  • Rich plugin ecosystem (search, image, data, API)
  • One-click copy and use Bot templates
  • Optimized for Chinese users (WeChat, Douyin integration)

    • Best for: Users who want to publish AI Bots on major Chinese platforms.

    9. Xiaolongxia Skills — Most Comprehensive Chinese Scenario Classification

    URL: xiaolongxia.app/skills

    Why recommended: 245 curated Skills, subdivided by scenario (workplace, learning, creativity, lifestyle), with pitfall warnings and bundle recommendations. Great for beginners to quickly find suitable Skill combinations.

    Core highlights:

  • Bundle recommendations: e.g., "Programmer Efficiency Bundle" (code review + Debug + documentation generation)
  • Pitfall warnings: tells you which scenarios a Skill doesn't work well for
  • Regular updates, keeping up with latest features

    • 10. Awesome Claude Prompts — Developer Essential Reference

    URL: github.com/langgptai/awesome-claude-prompts

    Why recommended: The most comprehensive Claude prompt collection on GitHub, with 200+ high-quality prompts. Especially useful for developers learning to write high-quality System Prompts.

    Core highlights:

  • Covers various scenarios: programming, writing, analysis, role-playing, etc.
  • Each prompt includes detailed description and usage examples
  • Can be forked directly and modified as needed

    • How to Use These Resources Efficiently?

    Step 1: Define Your Use Case

    Don't browse aimlessly. First ask yourself:
  • What do I mainly use AI for? (writing/coding/research/productivity)
  • What's my technical background? (beginner/intermediate/developer)
  • Which platform am I using? (Claude/ChatGPT/Dify/Coze)

    • Step 2: Search in Order

  • Start with ClaWHub (official, most authoritative)
  • Not found → FlowGPT (community, largest volume)
  • Chinese needs → SkillHub Tencent Edition (Chinese, most comprehensive)
  • Need to deploy workflows → Dify Marketplace (runnable templates)

    • Step 3: Test and Tune

    After finding a Skill, run it 3-5 times in a test scenario and evaluate:
  • Does accuracy meet requirements?
  • Is output format as expected?
  • Is token consumption acceptable?

    • Summary Comparison Table

    ResourceBest ForContent VolumeChinese SupportRecommendation

    ClaWHubAll usersMediumPartial⭐⭐⭐⭐⭐ Awesome MCP ServersDevelopersLarge❌⭐⭐⭐⭐⭐ Claude Official DocsDevelopersMedium❌⭐⭐⭐⭐ FlowGPTAll usersVery LargePartial⭐⭐⭐⭐ SkillHub Tencent EditionChinese usersVery Large✅⭐⭐⭐⭐⭐ Dify MarketplaceBuildersMediumPartial⭐⭐⭐⭐ LangChain HubDevelopersMedium❌⭐⭐⭐⭐ Coze Plugin PlazaChinese usersLarge✅⭐⭐⭐⭐ Xiaolongxia SkillsChinese beginnersMedium✅⭐⭐⭐⭐ Awesome Claude PromptsDevelopersMedium❌⭐⭐⭐⭐

    Also available in 中文.