长任务监控方案。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、任务监控

Self-reflection + Self-criticism + Self-learning + Self-organizing memory. Agent evaluates its own work, catches mistakes, and improves permanently. Use when...

Automatically update Clawdbot and all installed skills once daily. Runs via cron, checks for updates, applies them, and messages the user with a summary of what changed.

Search the web using Baidu AI Search Engine (BDSE). Use for live information, documentation, or research topics.

Manages free AI models from OpenRouter for OpenClaw. Automatically ranks models by quality, configures fallbacks for rate-limit handling, and updates opencla...