Manages complex, multi-step tasks by implementing persistent, file-based planning and state management.
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.
Key Features
01Automated discovery logging in findings.md to prevent data loss
02Strategic context management using the 2-action rule for findings
03Structured 3-strike error resolution protocol
04Persistent markdown-based task planning with task_plan.md
05Session-based progress tracking and test result logging
060 GitHub stars
Use Cases
01Persistent state recovery for tasks spanning many tool calls
02Managing large-scale code refactorings across multiple directories
