arize-annotation
这个 Copilot 技能旨在辅助用户进行数据标注工作,提高数据处理效率和准确性。它利用 AI 能力,帮助识别、分类和标记数据,尤其适用于机器学习模型的数据准备和质量提升。
npx skills add https://github.com/github/awesome-copilot --skill arize-annotationBefore / After 效果对比
1 组人工数据标注耗时且易出错,需要大量重复性工作,导致项目周期延长和成本增加。
借助 Copilot 技能,AI 辅助快速识别和标记数据,显著减少人工操作,提升标注速度和准确性。
🤖 Awesome GitHub Copilot
A community-created collection of custom agents, instructions, skills, hooks, workflows, and plugins to supercharge your GitHub Copilot experience.
[!TIP] Explore the full collection on the website → awesome-copilot.github.com
The website offers full-text search and filtering across hundreds of resources, plus the Tools section for MCP servers and developer tooling, and the Learning Hub for guides and tutorials.
Using this collection in an AI agent? A machine-readable
llms.txtis available with structured listings of all agents, instructions, and skills.
📖 Learning Hub
New to GitHub Copilot customization? The Learning Hub on the website offers curated articles, walkthroughs, and reference material — covering everything from core concepts like agents, skills, and instructions to hands-on guides for hooks, agentic workflows, MCP servers, and the Copilot coding agent.
What's in this repo
| Resource | Description | Browse |
|---|---|---|
| 🤖 Agents | Specialized Copilot agents that integrate with MCP servers | All agents → |
| 📋 Instructions | Coding standards applied automatically by file pattern | All instructions → |
| 🎯 Skills | Self-contained folders with instructions and bundled assets | All skills → |
| 🔌 Plugins | Curated bundles of agents and skills for specific workflows | All plugins → |
| 🪝 Hooks | Automated actions triggered during Copilot agent sessions | All hooks → |
| ⚡ Agentic Workflows | AI-powered GitHub Actions automations written in markdown | All workflows → |
| 🍳 Cookbook | Copy-paste-ready recipes for working with Copilot APIs | — |
🛠️ Tools
Looking at how to use Awesome Copilot? Check out the Tools section of the website for MCP servers, editor integrations, and other developer tooling to get the most out of this collection.
Install a Plugin
For most users, the Awesome Copilot marketplace is already registered in the Copilot CLI/VS Code, so you can install a plugin directly:
copilot plugin install <plugin-name>@awesome-copilot
If you are using an older Copilot CLI version or a custom setup and see an error that the marketplace is unknown, register it once and then install:
copilot plugin marketplace add github/awesome-copilot
copilot plugin install <plugin-name>@awesome-copilot
Contributing
See CONTRIBUTING.md · AGENTS.md for AI agent guidance · Security · Code of Conduct
The customizations here are sourced from third-party developers. Please inspect any agent and its documentation before installing.
Contributors ✨
Thanks goes to these wonderful people (emoji key):
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