long-task-monitor长任务监控方案 V2。实现 Worker-Monitor 架构，Monitor 通过 hook-logger 日志监控 Worker 状态，每轮 10 分钟通过 Announce 汇报。采用主会话轮询机制（因子代理 sessions_send 限制）。推荐 OpenClaw 2.21+。触发词：长任务、监控任务、...
Install via ClawdBot CLI:
clawdbot install scotthuang/long-task-monitorGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 21, 2026
数据科学家使用此技能监控长时间运行的模型训练任务，如深度学习训练，Worker执行训练脚本，Monitor通过日志监控进度和资源使用，每10分钟向主会话汇报状态，确保训练过程稳定并可中断处理。
工程师在数据处理流水线中监控ETL或批处理作业，Worker运行Spark或Hadoop任务，Monitor跟踪日志以检测作业完成或失败，通过轮询机制提供定期更新，便于管理大规模数据任务。
开发团队监控自动化构建和部署流程，Worker执行CI/CD管道如Docker构建或测试套件，Monitor检查日志输出，每10分钟汇报进度，帮助团队及时响应构建失败或延迟。
研究人员在科学计算中监控长时间模拟，如气候模型或物理仿真，Worker运行计算密集型程序，Monitor通过日志监控模拟状态，提供定期更新以确保实验顺利进行并记录结果。
企业提供基于此技能的云监控服务，用户上传任务脚本，平台自动部署Worker和Monitor，按监控时长和资源使用收费，适合中小型企业无需自建监控基础设施。
咨询公司将此技能集成到客户现有工作流中，定制化开发适配特定工具如Kubernetes或Airflow，提供培训和支持，通过项目合同和年度维护费盈利。
组织围绕此技能提供商业支持，包括插件开发、bug修复和定制增强，吸引开源用户升级到付费版本，收入来自企业赞助和技术服务费。
💬 Integration Tip
确保先安装hook-logger插件并更新到支持sessionKey的版本，手动更新Session Key是关键步骤以避免监控中断。
Scored Apr 19, 2026
Control remote Windows machines via SSH. Use when executing commands on Windows, checking GPU status (nvidia-smi), running scripts, or managing remote Windows systems. Triggers on "run on Windows", "execute on remote", "check GPU", "nvidia-smi", "远程执行", "Windows 命令".
Perform reverse lookup of gTLD domains hosted on a specified nameserver with optional filters by TLD and domain prefix length.
Configure OpenClaw installations with optimized settings, channel setup, security hardening, and production recommendations.
Connect to remote desktops via RDP, VNC, and SSH X11 with secure tunneling and troubleshooting.
Essential curl commands for HTTP requests, API testing, and file transfers.
Deploy and manage Vercel projects. Use when deploying applications to Vercel, managing environment variables, checking deployment status, viewing logs, or performing Vercel operations. Supports production and preview deployments. Practical infrastructure operations - no "AI will build your app" magic.