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Captures learnings, errors, and corrections to .learnings/ directory for continuous improvement.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
赋予 Agent 作为集群指挥官（Leader）的能力，通过去中心化任务队列将子任务派发给 Worker 节点并发执行。
【系统级后备工具】仅用于网络诊断、进程管理等基础任务。代码搜索/数据分析等应使用专用 skill。
用于管理长耗时、异步任务的工具集。当任务预计执行时间超过 10 秒（如模型训练、大型构建、批量数据处理）时，必须使用此工具，而不是 bash。
编程化工具调用指南。允许 Agent 编写并执行 Python 代码，从而能够在一个沙箱环境中动态调用其他工具，实现循环、批处理和复杂逻辑。
Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, test web applications, or extract information from web pages.
从外部 skills 库（~/.agents/skills）中查找、匹配并加载最合适的 skill 指令。注意：本 skill 专门用于操作外部 skill 库，加载本项目内置 skill 请使用 skill_load
| name | self_improvement |
| description | Captures learnings, errors, and corrections to .learnings/ directory for continuous improvement. |
Log learnings and errors to enable continuous improvement across sessions.
| Tool | Purpose |
|---|---|
log_learning | Record a learning entry to .learnings/LEARNINGS.md |
log_error | Record an error entry to .learnings/ERRORS.md |
Entries use structured markdown with ID, category, priority, and metadata.
