# shareAI-skills

**Repository Path**: github_speed/shareAI-skills

## Basic Information

- **Project Name**: shareAI-skills
- **Description**: from. https://github.com/shareAI-lab/shareAI-skills.git
- **Primary Language**: Unknown
- **License**: Apache-2.0
- **Default Branch**: main
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2026-03-26
- **Last Updated**: 2026-03-26

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# shareAI Skills

Knowledge packages that extend AI agent capabilities.

[中文文档](./README_zh.md)

> Works with **[Kode CLI](https://github.com/shareAI-lab/Kode)**, **Claude Code**, **Cursor**, and any agent supporting the [Agent Skills Spec](https://github.com/anthropics/agent-skills).

## Installation

### Kode CLI (Recommended)

```bash
kode plugins install https://github.com/shareAI-lab/shareAI-skills
```

### Claude Code

```bash
claude plugins install https://github.com/shareAI-lab/shareAI-skills
```

### Cursor

Copy the `skills/` directory to your Cursor skills folder.

### Other Agents

Load `SKILL.md` files on-demand when the agent needs domain expertise.

## Available Skills

| Skill | Description |
|-------|-------------|
| [skill-judge](./skills/skill-judge/) | Evaluate Agent Skill quality across 8 dimensions (120-point system) |
| [media-writer](./skills/media-writer/) | Adapt content for WeChat, HN, Reddit, Medium, Twitter, Dev.to, LinkedIn |
| [agent-builder](./skills/agent-builder/) | Design and build AI agents for any domain |
| [vibe-coding](./skills/vibe-coding/) | Vibe-driven development with minimal specs |

## How to Create Great Skills

Creating a truly effective skill is an art. We've analyzed 17 official Anthropic skills and distilled the core principles:

**Core Formula:**
```
Good Skill = Expert-only Knowledge - What Claude Already Knows
```

Read the full guide: **[How to Create Great Agent Skills](./docs/how-to-create-great-agent-skill.md)**

Use the [skill-judge](./skills/skill-judge/) skill to evaluate your skill's quality with structured scoring across 8 dimensions:

| Dimension | Points | Focus |
|-----------|--------|-------|
| Knowledge Delta | 20 | Expert-only knowledge vs. what Claude already knows |
| Mindset + Procedures | 15 | Thinking patterns + domain-specific workflows |
| Anti-Pattern Quality | 15 | Specific NEVER lists with non-obvious reasons |
| Specification (esp. Description) | 15 | Description with WHAT, WHEN, and KEYWORDS |
| Progressive Disclosure | 15 | Content layering, loading triggers |
| Freedom Calibration | 15 | Specificity matched to task fragility |
| Pattern Recognition | 10 | Follows established skill patterns |
| Practical Usability | 15 | Decision trees, working examples, edge cases |

## What are Skills?

Skills are modular knowledge packages that give AI agents domain expertise on-demand. They follow the [Agent Skills Spec](https://github.com/anthropics/agent-skills).

## Skill Structure

```
skill-name/
├── SKILL.md              # Core instructions (required)
├── references/           # Detailed documentation (optional)
├── scripts/              # Executable code (optional)
└── assets/               # Templates and resources (optional)
```

## Philosophy

> **Skills are knowledge, not code.**

A skill doesn't tell the agent what to do step-by-step. It gives the agent the knowledge to figure out what to do. The model is smart - your job is to inform it, not constrain it.

## Contributing

We welcome contributions! To add a new skill:

1. Create a directory under `skills/`
2. Add a `SKILL.md` with YAML frontmatter (name, description)
3. Include any necessary references, scripts, or assets
4. Submit a PR

## Related

| Repository | Purpose |
|------------|---------|
| [Kode](https://github.com/shareAI-lab/Kode) | Full-featured open source agent CLI |
| [learn-claude-code](https://github.com/shareAI-lab/learn-claude-code) | Learn how to build AI agents from scratch |
| [Agent Skills Spec](https://github.com/anthropics/agent-skills) | Official specification |

## License

Apache-2.0