Skills distilled from the Lab's real work and collaboration practices
개요
Knowledge packages that extend AI agent capabilities. Works with , , , and any agent supporting the Agent Skills Spec. Copy the skills/ directory to your Cursor skills folder. Load SKILL.md files on-demand when the agent needs domain expertise. Creating a truly effective skill is an art. We've analyzed 17 official Anthropic skills and distilled the core principles: Use the skill-judge skill to evaluate your skill's quality with structured scoring across 8 dimensions: Skills are modular knowledge packages that give AI agents domain expertise on-demand. They follow the Agent Skills Spec. 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.
README
shareAI Skills
Knowledge packages that extend AI agent capabilities.
Works with Kode CLI, Claude Code, Cursor, and any agent supporting the Agent Skills Spec.
Installation
Kode CLI (Recommended)
kode plugins install https://github.com/shareAI-lab/shareAI-skills
Claude Code
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 | Evaluate Agent Skill quality across 8 dimensions (120-point system) |
| media-writer | Adapt content for WeChat, HN, Reddit, Medium, Twitter, Dev.to, LinkedIn |
| agent-builder | Design and build AI agents for any domain |
| 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
Use the 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.
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:
- Create a directory under
skills/ - Add a
SKILL.mdwith YAML frontmatter (name, description) - Include any necessary references, scripts, or assets
- Submit a PR
Related
| Repository | Purpose |
|---|---|
| Kode | Full-featured open source agent CLI |
| learn-claude-code | Learn how to build AI agents from scratch |
| Agent Skills Spec | Official specification |
License
Apache-2.0
추천 도구
다른 키워드를 입력하거나 필터를 제거해 보세요.
설치
npx skillfish add shareai-lab/shareai-skills