Highlights
AgentTeams v1.2.3 makes long-running Project workflows visible and controllable from the Dashboard, promotes QwenPaw as the default local runtime, and improves installation and runtime reliability.
What's New
- Human-visible Project workflows: New Controller APIs and
agtcommands expose Project lists, workflow DAGs, task details, ready nodes, interrupts, artifacts, and spawned subagents. L2 humans can inspect only their authorized teams. (#1169) - Human intervention and lifecycle controls: Projects can now be created, paused, resumed, replanned, and completed, and tasks can be cancelled through authenticated write APIs. Each intervention records audit metadata and a pre-change snapshot. (#1172, #1191)
- Project history and Worker checkpoints: New read APIs expose the Project intervention timeline and QwenPaw Worker checkpoint graph/status for diagnosis and recovery workflows. (#1186)
Dashboard Updates
The installer now deploys AgentTeams Dashboard v1.2.4 by default. The Dashboard version is released independently from AgentTeams.
- A new Projects experience provides Project list and detail views, workflow topology, task status, and interruption information.
- The Project Timeline shows human interventions and historical snapshots.
- The Worker Checkpoint panel exposes Worker checkpoint state.
- Humans can pause and resume a Project from the Dashboard, with the pause reason and intervention history visible in the UI.
- Worker Skill distribution paths and Worker proxy behavior are aligned with the Controller APIs.
Dashboard changelog: v1.2.3...v1.2.4
Runtime and Installation Improvements
- QwenPaw is now the recommended default for Manager and Worker in the macOS, Linux, and Windows installers. Published QwenPaw images are selected automatically. (#1167)
- More stable QwenPaw reconciliation: Team membership changes no longer reload unrelated model, channel, or MCP runtime components. (#1189)
- Resilient Worker Skill recovery: A missing Skill that cannot be restored now reports a warning without blocking Worker reconciliation; canonical Skill copies are reused when available. (#1193)
- Windows AppService startup fix: The PowerShell installer now generates, persists, and forwards Matrix AppService tokens. (#1155)
- Additional reliability fixes: Shell scripts use LF line endings, Worker status output is consistent between
--nameand--team, unsupported declarative flags are rejected, and Worker rooms remain available for the administrator's normal leave flow. (#1134, #1101, #1136, #1184)
中文说明
AgentTeams v1.2.3 重点补齐了 Project 工作流的可视化与人工干预闭环,同时将 QwenPaw 提升为本地安装的默认运行时,并增强安装与运行稳定性。
新增功能
- Project 工作流对人可见:新增 Controller API 与
agt命令,可查看 Project 列表、工作流 DAG、任务详情、就绪节点、等待人工处理的中断点、任务产物和 Spawn 子代理;L2 用户只能访问获授权的团队。(#1169) - 人工干预与生命周期控制:支持通过鉴权 API 创建、暂停、恢复、重规划和完成 Project,以及取消任务;每次干预都会记录审计信息和变更前快照。(#1172, #1191)
- Project 历史与 Worker 检查点:新增 Project 干预历史,以及 QwenPaw Worker checkpoint graph/status 查询接口,便于排查问题和执行恢复流程。(#1186)
Dashboard 更新
安装脚本默认部署独立发布的 AgentTeams Dashboard v1.2.4:
- 新增 Projects 页面,支持 Project 列表、详情、工作流拓扑、任务状态和中断信息展示。
- 新增 Project Timeline,展示人工干预记录和历史快照。
- 新增 Worker Checkpoint 面板,展示 Worker 检查点状态。
- 支持在 Dashboard 中暂停和恢复 Project,并展示暂停原因与干预历史。
- 对齐 Worker Skill 分发路径和 Worker 代理接口。
Dashboard 完整变更:v1.2.3...v1.2.4
运行时与安装改进
- QwenPaw 成为推荐默认运行时:macOS、Linux 和 Windows 安装脚本默认优先选择 QwenPaw Manager 与 Worker。(#1167)
- QwenPaw 调和更稳定:团队成员变化不会再触发无关的模型、Channel 或 MCP 组件重载。(#1189)
- Worker Skill 恢复不再阻塞调和:恢复失败会保留告警,但不会阻塞 Worker 配置和容器调和;已有规范副本可直接复用。(#1193)
- Windows AppService 启动修复:PowerShell 安装脚本会自动生成、持久化并传递 Matrix AppService token。(#1155)
- 其他稳定性修复:Shell 脚本统一 LF 换行;
agt worker status --name与--team输出一致;拒绝不支持的声明式参数;删除 Worker 后保留房间供管理员正常退出。(#1134, #1101, #1136, #1184)
New Contributors / 新贡献者
Thanks to @ump45nose, @YangMingSJTU, @TobeBetterV, and @haosong384 for their first contributions.
感谢 @ump45nose、@YangMingSJTU、@TobeBetterV 和 @haosong384 的首次贡献。
Full Changelog / 完整变更: v1.2.2...v1.2.3
Docker Images
Multi-architecture images (linux/amd64 + linux/arm64):
# Embedded all-in-one (pulled by the installer)
docker pull higress-registry.cn-hangzhou.cr.aliyuncs.com/agentteams/agentteams-embedded:v1.2.3
# QwenPaw Manager and Worker (installer defaults)
docker pull higress-registry.cn-hangzhou.cr.aliyuncs.com/agentteams/agentteams-manager-qwenpaw:v1.2.3
docker pull higress-registry.cn-hangzhou.cr.aliyuncs.com/agentteams/agentteams-qwenpaw-worker:v1.2.3
# OpenClaw Manager and Worker
docker pull higress-registry.cn-hangzhou.cr.aliyuncs.com/agentteams/agentteams-manager:v1.2.3
docker pull higress-registry.cn-hangzhou.cr.aliyuncs.com/agentteams/agentteams-worker:v1.2.3
# Standalone Kubernetes Controller
docker pull higress-registry.cn-hangzhou.cr.aliyuncs.com/agentteams/agentteams-controller:v1.2.3Quick Start
macOS / Linux
bash <(curl -fsSL https://raw.githubusercontent.com/agentscope-ai/AgentTeams/v1.2.3/install/agentteams-install.sh)Windows (PowerShell 7+)
Set-ExecutionPolicy Bypass -Scope Process -Force; $wc=New-Object Net.WebClient; $wc.Encoding=[Text.Encoding]::UTF8; iex $wc.DownloadString('https://raw.githubusercontent.com/agentscope-ai/AgentTeams/v1.2.3/install/agentteams-install.ps1')For more details, see the installation guide.