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Beyond Harness: JiuwenClaw Unleashes AgentTeam for Seamless Multi-Agent Coordination

The openJiuwen community has officially released the latest iteration of JiuwenClaw, introducing a groundbreaking feature: AgentTeam. This u...
3 weeks ago • April 26, 2026 • 21 views
The openJiuwen community has officially released the latest iteration of JiuwenClaw, introducing a groundbreaking feature: AgentTeam. This update marks a significant shift from "Harness Engineering" to "Coordination Engineering," enabling multiple AI Agents to collaborate with the efficiency and autonomy of an elite human team.

The Leap to Coordination Engineering

How do you enable multiple Agents to autonomously divide tasks, communicate efficiently, and collaborate seamlessly? JiuwenClaw’s answer is AgentTeam.
In rigorous testing, this collaborative mechanism dEMOnstrated remarkable stability. The system autonomously assembles a "well-trAIned" squad of agents with clear roles. The result? The generation of a comprehensive, logically rigorous 200-page technical PPT in under 20 minutes, entirely without human intervention.

Real-World APPlication: 20 Minutes to 200 Pages

To demonstrate the power of "Coordination Engineering," a trial was conducted to investigate openclaw Technology across 10 core aspects.

  1. Task Decomposition: The system assigned a dedicated agent to each of the 10 aspects.

  2. Parallel Execution: Each agent generated 20 slides under a unified theme.

  3. Final Integration: The 10 sets of slides were merged into a cohesive 200-page technical presentation.

The outcome was a detailed, structured, and highly efficient workflow completed in record time.

️ Technical Deep Dive: Three Core Capabilities

The design philosophy of AgentTeam simulates real-world team dynamics through three pillars:
1. Hierarchical Autonomous Collaboration
The system employs a Leader Agent and multiple Teammate Agents.

  • Leader Agent: Responsible for requirement analysis, dynamic team building, and task planning. It monitors progress in real-time and can add or remove members on the fly.

  • Teammate Agents: ProACTively claim tasks from a shared board, execute them independently within their workspace, and report results.

2. Team Workspace
To solve data silo issues, AgentTeam utilizes a Team Workspace. This is a shared file space transparently accessible by all members. Each teammate’s working directory mounts a shared path, ensuring seamless file exchange and consistency.
3. Full Lifecycle Management

  • Approval Mechanisms: A two-layer system where the Leader approves execution plans and sensitive tool usage (e.g., API calls, file deletions).

  • Event-Driven Architecture: Uses external events (task state changes) and internal events (mailbox polling) to automatically wake agents, reassign tasks, or trigger fault recovery.

  • Persistent Teams: Teams can be preserved across sessions and restored with a single CLIck.

  • TeamMonitor: Provides observability via a Query API and real-time event streams, allowing users to build dashboards or audit every step of the Operation.

️ Under the Hood: openJiuwen Architecture

The technical foundation of AgentTeam relies on three principles:

  • Shared task list: Ensures Information consistency as agents claim tasks based on capabilities.

  • Dual-Drive Model: Combines structured task transitions with unstructured message channels for negotiation and planning.

  • Role & Tool Engineering: RolePolicy DeFines behavioral norms, while TeamTools provide specific coordination capabilities.

About JiuwenClaw & OfficeClaw

JiuwenClaw is a "Claw" Agent built on the openJiuwen community. It is designed to "underStand what you want and evolve autonomously." Beyond AgentTeam, it features:

  • Autonomous Task Management: A dynamic to-do list for AI.

  • Self-Evolving Skills: Analyzes errors and proposes improvements.

  • Context Compression: Reduces costs by manAGIng context length.

  • Browser Manipulation: Seamlessly takes over browser environments using cookies and local cache.

OfficeClaw, the enterprise-grade version built on Huawei Cloud AgentArts, integrates these capabilities with security governance to enhance complex office automation tasks.


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JiuwenClaw AgentTeam Multi-Agent Collaboration Coordination Engineering openJiuwen AI Automation OfficeClaw Huawei Cloud AgentArts Autonomous Agents AI Workflow

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