System Architecture
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
Automated installation and configuration through a single command. The system detects your environment, installs missing AI tools, and configures cross-CLI communication with zero manual intervention.
Based on stigmergy principles, AI tools collaborate indirectly through shared context (project files, task boards, memory documents) without requiring direct communication channels.
Intelligent task routing based on project state and tool capabilities. The system automatically selects the best AI tool for each subtask in complex workflows.
Multiple redundancy and failover mechanisms ensure system stability. If one tool fails, the system automatically reroutes tasks to available alternatives.
Comprehensive system monitoring with performance metrics, tool status tracking, and collaboration effectiveness analysis for continuous optimization.
Extend Claude skills to multiple CLI tools through the stigmergy-skills package. Natural language commands automatically route to the best-suited AI tool.
Automatically scans the local system to detect the 8 most popular and powerful AI tools: Claude, Gemini, Qwen, iFlow, Qoder, CodeBuddy, Copilot, and Codex.
For missing tools, the system provides one-click installation and deployment options. Simplify installation and setup processes across all supported AI platforms.
Individually analyzes each AI tool's help documentation and plugin mechanisms, generating command templates and parameter configurations to simplify usage and enable natural language intent recognition.
Adds intelligent routing to let previously independent AI systems collaborate indirectly based on common project context. Named after the stigmergy principle used by ants for coordinated behavior through environmental cues.
Implements generic skill extension interfaces for each AI, allowing a single skill extension to work across multiple AI systems, improving code reusability.
Supports sharing of historical sessions across AI tools, enabling seamless switching between different AI tools for the same task to avoid limitations of single-tool approaches.
Future support for specialized skill packages in different domains, allowing selection of a main package (with core functionality) plus domain-specific skill packages.
Easy to use with one-line installation npm install -g stigmergy; technology-transparent with direct stigmergy commands; cross-platform support for Linux, macOS, and Windows.
Zero manual coding, AI-verified. Humans responsible for architecture and testing plans. Most work is comprehensive, repetitive testing involving multi-system coordination and cross-platform compatibility.
Install Stigmergy system with automatic environment configuration
Scan for AI tools already installed on your system
Install any missing AI tools with one command
Deploy hooks and plugin system for all tools
Call other CLIs from within a CLI
Route to specific CLI
Auto-select best CLI
Save current session history
Optionally restore session
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.
Stigmergy AI Collaboration Platform requires Node.js. Choose the appropriate one-click installation for your OS:
๐ก Tip: After installation, verify with node --version and npm --version.