Knowledge packages that extend AI agent capabilities.
Works with Kode CLI, Claude Code, Cursor, and any agent supporting the Agent Skills Spec.
kode plugins install https://github.com/shareAI-lab/shareAI-skillsclaude plugins install https://github.com/shareAI-lab/shareAI-skillsCopy the skills/ directory to your Cursor skills folder.
Load SKILL.md files on-demand when the agent needs domain expertise.
| 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 |
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 |
Skills are modular knowledge packages that give AI agents domain expertise on-demand. They follow the Agent Skills Spec.
skill-name/
├── SKILL.md # Core instructions (required)
├── references/ # Detailed documentation (optional)
├── scripts/ # Executable code (optional)
└── assets/ # Templates and resources (optional)
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.
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
| 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 |
Apache-2.0
