agentscope-ai / AgentTeams

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**AgentTeams is an open-source collaborative multi-agent runtime platform. It enables multiple Agents to collaborate in a controlled and auditable room, with full human visibility and intervention capabilities throughout the process.**
Built on a **Manager-Workers architecture**, AgentTeams features a Manager that centrally orchestrates multiple Workers, focusing on collaboration scenarios between humans and Agents, as well as among Agents within enterprise environments.
AgentTeams does not compete with other Agent runtimes. Instead of implementing Agent logic itself, it orchestrates and manages multiple Agent containers (including the Manager and numerous Workers).
## Key Features
- 🧬 **Manager-Workers Architecture**: Eliminates the need for human oversight of individual Worker Claws by enabling Agents to manage other Agents.
- 🤝 **Multi-Runtime Collaboration**: OpenClaw, QwenPaw, Hermes, and experimental DeepSeek Harness Workers coexist in the same IM room. Use the runtime that best fits each role while keeping collaboration visible in Matrix.
- 📦 **MinIO Shared File System**: Introduces a shared file system for inter-Agent information exchange, significantly reducing token consumption in multi-Agent collaboration scenarios.
- 🔐 **Higress AI Gateway**: Centralizes traffic management and mitigates credential-related risks, alleviating user concerns about security vulnerabilities in the native Lobster framework.
- ☎️ **Element IM Client + Tuwunel IM Server (both Matrix protocol-based)**: Eliminating DingTalk/Lark integration overhead and enterprise approval workflows. Enables rapid user onboarding to experience the "delight" of model services within an IM environment, while maintaining compatibility with native OpenClaw IM integration.
- 🧬 **Integrate** AgentLoop ：Provides capabilities such as full-stack Agent observability and auditing, Agent evaluation and experimentation, and Agent asset management and continuous optimization.
## News
- **2026-09-20**: Release Notes — AgentTeams v1.2.4: adds TeamHarness task state history, progress tracking, and completion notifications; upgrades to QwenPaw 2.2.1 and Dashboard v1.2.4.9; expands team permissions, auditing, and skill management; introduces the experimental DeepSeek Harness Worker; and improves Worker state persistence and installation reliability.
- **2026-08-22**: Release Notes — AgentTeams v1.2.3: makes long-running Project workflows visible and controllable through new Controller APIs, `agt` commands, and Dashboard v1.2.4; adds audited human interventions, Project history, and QwenPaw Worker checkpoints; promotes QwenPaw as the recommended local Manager and Worker runtime; and improves Skill recovery, Windows AppService startup, and runtime reliability.
- **2026-08-08**: Release Notes — AgentTeams v1.2.2: adds Manager-to-Worker custom Skill delivery with validation, storage upload, `Worker.spec.skills` assignment, and QwenPaw hot refresh and enablement without a restart; ha