ai-kit

What is ai-kit

AI-KIT is a practical development starter kit that supports multiple coding Agents including ChatGPT, Claude, DeepSeek and KIMI. It provides reusable project context, expert rules for various tech stacks, adaptive model routing, conservative install and update mechanisms, test review workflows, security guidance, Docker and Kubernetes readiness, and clean project templates.

Key features

• Provides reusable project context, eliminating the need to re-explain the project to the AI each time
• Includes built-in expert rules for each tech stack and supports coding Agents such as ChatGPT, Claude, DeepSeek and KIMI
• Supports adaptive model routing and native configuration for 11 AI clients
• Includes conservative install and update mechanisms, test review workflows and security guidance
• Provides Docker and Kubernetes-ready containers and clean project templates

Who it is for

Suitable for developers, development teams and project starters who use AI coding assistants (such as ChatGPT, Claude, etc.), helping to quickly establish a development environment with persistent project memory and best practices.

How to get started

1. Pull the image via Docker: docker pull tigusigalpa/ai-kit:1.4.3
2. Or install with Python: python -m pip install --upgrade ai-kit-python
3. Run CLI commands to preview and apply changes: aikit --help or docker run --rm tigusigalpa/ai-kit:1.4.3 --help
4. Run the CLI wizard to integrate AI-KIT into a project and launch coding Agents

Compiled from public descriptions on the tool's official website / README / launch page. Pricing and user numbers have not been verified; please check the official website. Some sections were drafted with AI assistance. Written in Chinese and English; other languages are machine-translated.