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Agentic AI CLI with tool calling and extensible skills system

Project description

Zeer

image

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
  1. Select your AI provider
  2. Enter your API key
  3. Choose a model
  4. 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

  1. 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
  1. 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

  1. User sends a message
  2. AI decides to use tools
  3. Tools execute (file ops, code, etc.)
  4. Results fed back to AI
  5. 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

  1. Fork the repository
  2. Create a feature branch (git checkout -b feature/amazing-feature)
  3. Make your changes
  4. Test locally with zeer
  5. Commit your changes (git commit -m 'Add amazing feature')
  6. Push (git push origin feature/amazing-feature)
  7. 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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