Stigmergy AI Collaboration Platform

Connect and coordinate 8+ leading AI CLI tools (Claude, Gemini, Qwen) with natural language commands. Boost productivity 300%+ through intelligent task routing and seamless cross-CLI collaboration.

Based on stigmergy principles - indirect coordination through shared environment

💡 100% Open Source & Free + Free Usage Tutorials = Zero Barriers to Advanced AI Applications - Unleash Your Computer's Full Potential!

🎯 Stigmergy = AI Team Collaboration
Let Claude, Gemini, Qwen and other AI tools share information and work together
Just command in natural language, AIs automatically collaborate to complete complex tasks
💡 Command Line ≠ Programmers Only!
This is the efficient way experts use, 10x faster than web interfaces
Just 1-2 hours to learn simple commands, become an AI efficiency master!
👥 See if it's right for you? (Click to view target audience and skill requirements)
👥 Target Audience
🔧 Technical Users
• Software developers & engineers
• DevOps & operations personnel
• Technical writers & architects
🎨 Non-Technical Users
• Content creators & video bloggers
• Product managers & designers
• Marketing & e-commerce operators
• Students/researchers & trainers
• Book editors & legal professionals
📊 Skill Requirements
🎯 Must Know
• Open terminal/command line window
• Type commands and press Enter
• Copy and paste text
📁 Recommended
• Change directories (cd)
• View directory contents (ls/dir)
• Other basic commands
💡 Beginner Tip: Not familiar with command line? First check out AI web interface tips or learn basic commands before trying CLI
💡 Can Non-Technical Users Use This? (Click to Expand)

✅ Yes, but you need to meet these requirements:

1. Basic Computer Skills
• Can install software (double-click installer, click "Next")
• Can copy and paste text
• Can use AI tools (ChatGPT, Claude, etc.) to ask about command line issues and find solutions

2. Willing to Learn a Few Core Commands (1-2 hours learning time)
• How to open terminal/command prompt
• How to change directories (cd command)
• How to check current directory (pwd or dir)
• How to list files (ls or dir)

3. Patience and Learning Willingness
• Open to trying new tools and methods
• Don't give up easily when encountering errors
• Can follow tutorials step by step

📚 Recommended Learning Path (Click Links to Learn Directly)

Step 1: Understand What CLI Is (30 minutes)
• Video: [YouTube] Command Line Crash Course →
• Alternative: Beginner's Guide to the Bash Terminal →
• Learn basic concepts of terminal/command prompt

Step 2: Learn a Few Core Commands (1-2 hours)
• Windows users: [YouTube] PowerShell Tutorial for Beginners →
• Mac/Linux users: [YouTube] Bash Scripting Full Course →
• Online tutorial: Codecademy - Learn Command Line →

Step 3: Hands-on Practice (1 hour)
• Follow the installation guide on this page step by step
• Install Node.js first, then Stigmergy
• Try launching one AI CLI tool

Step 4: Daily Use (Continuous Learning)
• Start with simple conversations, gradually try complex tasks
• When encountering errors, copy error messages to AI tools for help
• Join community: GitHub Discussions →

🎯 Typical Non-Technical User Cases (Real Scenarios)

📝 Content Creators
• Batch generate 100 social media posts (Claude for creativity, Qwen for localization, Gemini for polish)
• Translate articles into 10 languages for global distribution
• Auto-extract video subtitles and generate article summaries
📊 Product Managers
• Analyze 1000+ user feedback entries, auto-categorize and generate priority reports
• Generate PRD documents from competitor feature lists
• Batch create user stories and acceptance criteria
🎨 Designers
• Generate 50 design concept descriptions for Midjourney/Stable Diffusion prompts
• Batch optimize UI copy (buttons, tooltips, error messages)
• Analyze UX issues and generate improvement suggestions
📢 Marketing Professionals
• Generate 100 ad copy variations in different styles
• Analyze competitor marketing strategies, create differentiation reports
• Batch generate social media content calendar (30-day plan)
🎓 Students/Researchers
• Organize key points and citations from 50+ papers
• Auto-generate chapter drafts from outlines
• Batch translate and proofread foreign literature
💼 Corporate Trainers
• Generate training PPT content from course outlines
• Batch create exercises and answer keys
• Analyze trainee feedback and optimize course content
📚 Book Editors/Publishers
• Batch proofread manuscripts, check grammar and logic
• Generate book marketing copy and promotion plans
• Analyze reader reviews, extract improvement suggestions
🎬 Video Creators
• Batch generate scripts and storyboards from video topics
• Auto-generate video titles, descriptions, and tags (SEO optimized)
• Analyze comment feedback, generate next episode ideas
💰 E-commerce Operators
• Batch generate product description copy (100+ SKUs)
• Analyze negative reviews and create customer service response templates
• Optimize product titles and keywords based on competitor analysis
⚖️ Legal/Compliance
• Batch review contract terms, flag risk points
• Generate compliance checklists and remediation suggestions
• Convert legal documents into plain language explanations

💪 Key Point: CLI is not exclusive to programmers! With just 1-2 hours of learning a few core commands,
non-technical users can also enjoy the efficiency boost and automation capabilities that CLI provides.

Core Features

🚀

One-Click Install

Single command automatically installs all AI tools, no manual setup needed, complete deployment in 5 minutes

🤝

AI Team Collaboration

Multiple AI tools work together like a team, sharing information, auto-assigning tasks, completing work efficiently

💬

Natural Language Control

Tell AI what to do in everyday language, no need to learn complex commands, as simple as chatting

⚙️ Learn Technical Implementation (Click to Expand)

Core Principles

1

Smart Detection

Automatically scans and identifies AI tools on your system, one-click installation of missing tools

2

Indirect Collaboration

Multiple AI tools work together like a team based on shared project context

3

Easy to Use

Single command installation, natural language control, AI auto-collaboration to complete tasks

System Architecture

Stigmergy System Architecture

Architecture diagram failed to load, please visit GitHub repository for complete chart

Visit GitHub Repository

Workflow

Stigmergy Workflow

Workflow diagram failed to load, please visit GitHub repository for complete chart

Visit GitHub Repository

Getting Started

1

Install System

# Windows
npm install -g stigmergy

# macOS/Linux
sudo npm install -g stigmergy

Install Stigmergy system with automatic environment configuration

2

Scan Tools

stigmergy scan

Scan for AI tools already installed on your system

3

Install Missing Tools

stigmergy install

Install any missing AI tools with one command

4

Deploy Integration

stigmergy deploy

Deploy hooks and plugin system for all tools

5a

In-CLI Calls

use claude to "task"

Call other CLIs from within a CLI

+
5b

Direct Routing

stigmergy cli "task"

Route to specific CLI

+
5c

Smart Routing

stigmergy call "task"

Auto-select best CLI

Before

Original CLI Session

claude> Developing feature...

Save current session history

After

New CLI Recovery

gemini> Continue development...

Optionally restore session

6

Session Continuity

/stigmergy-resume

Use /stigmergy-resume command in any CLI to restore session history across tools, maintaining task continuity

Tip: The system works cross-platform (Linux, macOS, Windows) and supports both stigmergy <tool> <task> format and stigmergy call <task> smart routing.

After

New CLI Recovery

gemini> Continue development...

Optionally restore session

6

Session Continuity

/stigmergy-resume

Use /stigmergy-resume command in any CLI to restore session history across tools, maintaining task continuity

Tip: The system works cross-platform (Linux, macOS, Windows) and supports both stigmergy <tool> <task> format and stigmergy call <task> smart routing.

Supported AI Tools

Gemini Claude Codex Copilot iFlow Qwen QoderCLI CodeBuddy
🔧 View Tool Details (Click to Expand)
🌟
Gemini
Configurable free model
Google's multimodal AI assistant supporting text, image, and code understanding. Excels at multilingual processing and creative tasks.
Operational
📝
Claude
Configurable free model
Anthropic's AI assistant with powerful code generation, document writing, and complex reasoning capabilities. Supports multi-turn conversations and long text processing.
Operational
🧠
Codex
Configurable free model
OpenAI's code generation model, a professional programming AI assistant supporting multiple languages. Outstanding in code understanding and generation.
Operational
🐙
GitHub Copilot
Requires GitHub subscription
GitHub's official AI coding assistant with deep IDE integration, providing real-time suggestions, auto-completion, and intelligent refactoring.
Operational
🌊
iFlow
Completely free
Intelligent workflow orchestration engine supporting automation of complex business processes. Features visual process design and powerful task scheduling capabilities.
Operational
🤖
Qwen
(Free, usage limits, upgrade plans available)
Alibaba's Qwen optimized for Chinese, with multimodal interaction support. Excels in Chinese language understanding and cultural context.
Operational
💻
QoderCLI
(Free, usage limits, upgrade plans available)
Professional code assistant with smart completion, syntax analysis, and performance optimization suggestions. Provides comprehensive development lifecycle support.
Operational
👥
CodeBuddy
(Free, usage limits, upgrade plans available)
Intelligent coding companion providing real-time suggestions, error detection, and refactoring optimization. Supports multiple programming languages and development frameworks.
Operational

Quick Start

🚀 Complete Installation in 1-2 Steps

1

Check/Install Node.js

💡 Skip this step if Node.js is already installed - Run node --version to check

📦 Visit Node.js Official Website
📋 View Detailed Installation Guide for Each Platform
🪟 Windows Users
• Download Windows Installer (.msi)
• Choose x64 (64-bit) or x86 (32-bit)
• Right-click PowerShell → "Run as Administrator"
🍎 macOS Users
• Download macOS Installer (.pkg)
• Choose x64 (Intel) or ARM64 (M1/M2/M3)
• Double-click installer and follow prompts
🐧 Linux Users
• Download Linux Binaries (.tar.xz)
• Choose architecture: x64, ARM64, or ARMv7
• Extract to /usr/local directory
Command Line Installation (Server Environments)
🍎 macOS: brew install node
🐧 Linux: curl -fsSL https://deb.nodesource.com/setup_lts.x | sudo -E bash - && sudo apt-get install -y nodejs
🪟 Windows: winget install OpenJS.NodeJS.LTS
💡 After installation, configure mirror: npm config set registry https://registry.npmmirror.com
2

Install Stigmergy

Run the following command in your terminal/command line:

# macOS / Linux Users
sudo npm install -g stigmergy
# Windows Users
npm install -g stigmergy
💡 Windows Tip: Right-click PowerShell → "Run as Administrator"

After installation, run stigmergy --version to verify successful installation

Stigmergy CLI - Intelligent Deployment Terminal
$ sudo npm install -g stigmergy
# Windows: npm install -g stigmergy (Right-click PowerShell → "Run as Administrator")

📚 Post-Installation Usage Guide

🎯 CLI Tool Launch Commands

💡 Best Practice: Open your work folder first, then launch AI tools - this way AI can directly help you process files in your current project!

🚀 Three Steps to Start Working:
Step 1: Open command line window (using shortcuts below)
Step 2: Navigate to your work folder
Example: cd D:\My Documents\Project Files
Step 3: Launch AI tools and start working!
✨ Tip: You can open multiple AI tools simultaneously - let them work together for you!
Claude Desktop CLI
claude
Gemini CLI
gemini
Qwen CLI
qwen
iFlow CLI
iflow
Qoder CLI
qoder
CodeBuddy CLI
codebuddy
GitHub Copilot CLI
github-copilot-cli
Stigmergy Coordinator
stigmergy

🤝 Collaboration Examples

Method 1: Cross-Tool Invocation Within CLI

Use natural language to invoke other tools from within any CLI:
# Inside Claude CLI
> use qwen to analyze performance bottlenecks in this code
> ask gemini to translate this doc to Chinese
> use iflow to refactor this function

Method 2: Stigmergy Smart Routing

Let Stigmergy automatically select the best tool:
stigmergy "write a Python web scraper"
stigmergy "analyze architecture issues in this project"
stigmergy "generate API documentation"

Method 3: Shared Project Context

In the same project directory, tools automatically share context:
cd /path/to/project
claude "design database schema"
qwen "generate ORM models based on schema"
iflow "write unit tests"
✨ Tools automatically access project context, history, and task status via shared .stigmergy/ directory

🎯 AI Tool Account Setup Guide

💪 Start Easy, Upgrade Later

Most AI tools offer free tiers perfect for daily use! First launch automatically guides you through login. Start with free versions, upgrade only when needed!

🌟 Recommended Combinations (Start Free):

🎯 Starter Pack (100% Free)
Gemini CLI - Google account, generous monthly free tier
CodeBuddy CLI - Free tier available, powerful features
Qwen CLI - Alibaba Cloud account, free quota available
Qoder CLI - Some features free, great for domestic users
🚀 Pro Pack (Small Investment, Big Returns)
• Free tools + Claude CLI ($20/month)
• Powerful English understanding & coding abilities
• Perfect for professional writing & programming tasks
💡 Money-Saving Tips:
Start Free: Free versions cover 90% of daily needs
Pay When Needed: Upgrade temporarily for busy projects
Share Accounts: One subscription can serve multiple team members
Student Discounts: Most tools offer educational pricing - don't forget to apply!

⚡ CLI Core Advantages Over Web Interfaces

🚀

Ultimate Efficiency

No browser tab switching. Direct terminal operations with shortcuts, command history, and auto-completion - a developer's natural workflow.

🔄

Automation Ready

Scriptable for automation, integrates into CI/CD pipelines. Web interfaces require manual operation and can't batch process.

📁

Project Context Awareness

Direct file system access, automatic project structure understanding. Web requires manual file uploads with size limits.

🤝

Multi-Tool Collaboration

Stigmergy enables intelligent coordination between AI tools with shared context. Web interfaces are completely isolated.

🔒

Data Privacy

Runs locally, sensitive code stays on your machine. Configurable proxies and self-hosting. Web uploads data to cloud.

⚙️

Highly Customizable

Supports custom hooks, plugins, skill extensions. Fine-grained control via config files. Web features are fixed.

🎯 Core Difference: CLI is designed for professional developers and productivity scenarios,
while web interfaces suit casual use and lightweight tasks.