关于
This skill enhances Claude's ability to handle complex research and development tasks by moving its working memory from the volatile context window to the local filesystem. By maintaining structured markdown files such as task plans, research findings, and session logs, it ensures the agent stays focused, tracks errors, and avoids redundant actions during long-running operations. This Manus-inspired pattern is essential for any task requiring significant tool usage, providing a reliable audit trail and preventing information loss when context limits are reached.