Agentic AI CLI with tool calling and extensible skills system
Project description
Zeer
Zeer is an agentic AI CLI that connects to multiple providers (OpenAI, Gemini, Claude) with tool-calling capabilities and an extensible skills system.
Think of it as Claude Code for the terminal, provider-agnostic and developer-friendly.
🚀 Get Started
Start using Zeer quickly with the following installation options.
For Users (PyPI)
pip install zeer
For Developers (Local / Editable)
# Clone the repository
git clone https://github.com/muhdaliyan/zeer.git
cd zeer
# Install dependencies
pip install -r requirements.txt
# Install in editable mode
pip install -e .
# Run Zeer
zeer
Any code changes will reflect immediately without reinstalling.
🎯 Quick Start
zeer
- Select your AI provider
- Enter your API key
- Choose a model
- Start chatting and using AI tools
💻 Usage Examples
# AI automatically executes tasks
> create a PDF report about machine learning
> list all Python files in this directory
> set up a new React project structure
> read and summarize config.json
# Commands
/skills # View available skills
/tools # View available tools
/clear # Clear conversation
/providers # Switch provider
/models # Switch model
🔧 Built-in Skills
- pdf – Generate PDF documents with reportlab
- code-helper – Project setup & code organization
- file-operations – File system operations
- text-processing – Text manipulation & analysis
- frontend-designer – Frontend development assistance
✨ Creating Custom Skills
- Create
skills/your-skill/SKILL.md:
---
name: your-skill
description: What this skill does and when to use it
allowed-tools: create_file read_file run_code
---
## Goal
Your skill's purpose
## Procedure
Step-by-step instructions for the AI
## Examples
Usage examples
- Restart Zeer – skills are auto-discovered.
See SKILLS_IMPLEMENTATION.md for advanced details.
🏗️ Architecture
zeer/
├── src/
│ ├── providers/ # AI provider implementations
│ ├── tools.py # Tool registry & execution
│ ├── skills_manager.py # Skills loading & validation
│ └── chat_session.py # Context management
└── skills/ # Modular agent skills
├── pdf/
├── code-helper/
└── ...
🔄 Tool Calling Flow
- User sends a message
- AI decides to use tools
- Tools execute (file ops, code, etc.)
- Results fed back to AI
- AI responds with final answer
📜 Skills System
- Metadata Loading: Only names/descriptions loaded initially
- On-Demand Activation: Full skill content loaded when referenced
- Scripts Support: Skills can include executable Python scripts
- References: Additional documentation files
- Validation: Automatic format checking on load
⚙️ Requirements
- Python 3.8+
- API key for at least one provider (OpenAI, Gemini, or Claude)
🤝 Contributing
Contributions are welcome! Follow these steps:
Development Setup
git clone https://github.com/muhdaliyan/zeer.git
cd zeer
pip install -r requirements.txt
pip install -e .
Making Changes
- Fork the repository
- Create a feature branch (
git checkout -b feature/amazing-feature) - Make your changes
- Test locally with
zeer - Commit your changes (
git commit -m 'Add amazing feature') - Push (
git push origin feature/amazing-feature) - Open a Pull Request
Adding Custom Tools
Edit src/tools.py and add to the registry in create_default_registry().
Adding Custom Skills
Create a new folder in skills/ with a SKILL.md following the agentskills.io specification.
📜 License
MIT
🔗 Links
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