A sophisticated multi-agent collaboration framework that utilizes Redis to coordinate Planner, Drafter, Validator, and Dispatcher stages.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install taichi
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install taichi using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Taichi Framework?
Taichi Framework is a robust multi-agent orchestration system designed to manage complex task lifecycles through three distinct execution modes. By leveraging a Redis-based message bus, it enables seamless coordination between specialized agent roles, allowing developers to build highly scalable Openclaw Skills that can handle everything from simple linear tasks to massive parallel data processing.
The framework provides a structured four-stage workflow—Planning, Drafting, Validation, and Dispatching—ensuring that every task is vetted and executed with high precision. Whether you are running a single local agent or a distributed swarm, Taichi provides the architectural backbone needed for reliable agentic automation.
Taichi Framework Use Cases
- Orchestrating linear tasks with high dependency chains in centralized mode.
- Scaling data-heavy processing across multiple parallel workers in distributed mode.
- Executing multi-stage complex workflows requiring different specialist agents in hybrid mode.
- Building resilient, message-bus driven automations for Openclaw Skills.
How Taichi Framework Works
- The user initiates a request through the orchestrator CLI specifying the desired execution mode.
- The Planner analyzes the request and decomposes it into discrete sub-tasks within the Redis message bus.
- The Drafter agents pick up tasks to generate initial outputs or code segments.
- The Validator agents review the drafted content to ensure it meets quality and technical requirements.
- The Dispatcher manages the final execution or delivery across the allocated worker pool.
Taichi Framework Setup
To get started with this skill, ensure you have a running Redis server and follow these installation steps:
# Install dependencies and setup the environment
cd $HOME/.openclaw/workspace/taichi-framework
./install.sh
# Ensure Redis is running
redis-server --daemonize yes
# Activate the virtual environment
source venv/bin/activate
Taichi Framework Data Schema & Taxonomy
The Taichi Framework organizes data and communication through a structured metadata system and a Redis backend:
| Component | Data Type | Description |
|---|---|---|
| Orchestrator | CLI Arguments | Defines mode (centralized, distributed, hybrid) and worker counts. |
| Message Bus | Redis Streams | Handles real-time communication between Planner, Drafter, and Validator. |
| Task State | JSON Metadata | Tracks the lifecycle of a request from planning to final dispatch. |
| Worker Pool | Process IDs | Manages the allocation of N workers for parallel execution tasks in Openclaw Skills. |
Taichi Framework Advanced Features
- Multi-mode execution: Switch between Centralized, Distributed, and Hybrid modes based on task complexity.
- Dynamic Worker Scaling: Use the
--workersflag to define specific agent counts for different pipeline stages. - Redis Integration: High-performance message brokering ensures no tasks are lost during agent transitions.
- Role-Based Orchestration: Granular separation of concerns between planning, drafting, and validation stages for Openclaw Skills.
SKILL.md
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