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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
shareAI Lab's skills for agent to build agent & other custom software system
| Date | Stars |
|---|---|
| 2026-07-31 | 308 |
| 2026-08-06 | 308 |
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# shareAI Skills Knowledge packages that extend AI agent capabilities. [中文文档](./README_zh.md) [](https://skills.sh/shareai-lab/shareai-skills) > Works with **[Kode CLI](https://github.com/shareAI-lab/Kode-CLI)**, **Claude Code**, **Codex**, **Cursor**, and any agent supporting the [Agent Skills specification](https://agentskills.io/specification). ## Installation ```bash npx skills add shareai-lab/shareai-skills ``` Install one skill: ```bash npx skills add shareai-lab/shareai-skills --skill extract-agent-sessions ``` Browse the collection on [skills.sh](https://skills.sh/shareai-lab/shareai-skills). ## 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 | | [extract-agent-sessions](./skills/extract-agent-sessions/) | Recover recent local agent conversations on Linux/macOS without tool, reasoning, or subagent noise | ## 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 specification](https://agentskills.io/specification). ## 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-CLI) | 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 specification](https://agentskills.io/specification) | Open specification | ## License Apache-2.0
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matched fp:89f33a7caf2fa81d, llm:Description: 'shareAI Lab's skills for agent to build agent & other custom software system' — suggests reusable skills for agents to build agents and custom software systems. Language Python. No topics provided.
matched fp:89f33a7caf2fa81d, llm:Description: 'shareAI Lab's skills for agent to build agent & other custom software system' — suggests reusable skills for agents to build agents and custom software systems. Language Python. No topics provided.
matched fp:89f33a7caf2fa81d, llm:Description: 'shareAI Lab's skills for agent to build agent & other custom software system' — suggests reusable skills for agents to build agents and custom software systems. Language Python. No topics provided.