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The Ultimate Guide to AI Agent Skills (2026)

2026年1月21日5 minby Antigravity Team

If "Prompts" were the primitive of 2023, Skills are the primitive of 2026.

Skills (also known as Tools or MCP Servers capabilities) allow AI agents to interact with the real world—execution commands, reading files, searching databases, and more.

Whether you are building with Claude Code or OpenAI's O-series, understanding the "Skills Ecosystem" is now mandatory. We've curated the essential resources to get you started.

📘 Official Standards & Documentation

Before diving into community hacks, you need to understand the official mechanisms.

Anthropic (Claude)

The gold standard for "Agentic" documentation right now.

OpenAI (Codex/ChatGPT)


⚡ Community Powerhouses (GitHub)

The real innovation is happening in open source. These repositories are dense with "superpowers" you can install immediately.

🏆 The "Superpowers" Repo

obra/superpowers This is widely considered the "High Density" collection. If you only look at one community repo, make it this one.

🌟 "Awesome" Lists

Curated lists are the best way to keep up with the explosion of new skills.


🏪 Marketplaces & Directories

Prefer a "Store" experience over browsing GitHub?

SkillsMP

A searchable directory for Skills. Great for discovery by category (e.g., "Database", "Search", "Coding").

Claude Code Templates (AITMPL)

Focuses on engineering configuration.

ClaudeMarketplaces

A plugin directory for finding installable collections of skills, acting almost like a package manager for your agent.


🚀 How to Start?

  1. Clone the Official Repo: Start with anthropics/skills to learn the structure.
  2. Explore obra/superpowers: See what advanced users are building (shortcuts, complex chains).
  3. Build Your Own: Use the skill-creator tool to wrap your internal CLI tools into an agent-ready Skill.

The future of development isn't just writing code—it's writing the tools that write the code.

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