Memory Reviewer is a specialized tool designed to audit the quality of stored memories in your active project. It systematically identifies issues such as duplicates, contradictions, and low-confidence entries, providing a clear and concise summary of findings. This skill is particularly useful for developers and designers who rely on accurate and consistent memory storage to inform their decision-making processes and project management. By ensuring that memories are of high quality, users can avoid confusion and maintain a coherent understanding of their project context.

The skill operates by fetching all memories associated with the active project and grouping them by their metadata type. It scans each group for potential issues using defined detection methods, such as identifying near-duplicates based on noun overlap or flagging contradictions where opposing facts are recorded. Additionally, it highlights low-confidence entries and stale memories that have not been updated in over 180 days. The output is a compact summary detailing the number of duplicates, contradictions, low-confidence entries, untagged memories, and stale memories found.

When issues are detected, Memory Reviewer provides a list of specific memory IDs associated with each problem, allowing users to quickly locate and address the issues. The skill also suggests running the /mem0:dream command to consolidate duplicates and resolve contradictions, facilitating a more streamlined memory management process. This proactive approach to memory hygiene is essential for maintaining a robust and reliable memory system, especially after multiple memory writes or following health checks that indicate potential issues.

Memory Reviewer is an ideal tool for teams and individuals who frequently interact with memory storage and need to ensure its integrity. By using this skill, users can conduct periodic audits to maintain high-quality memories, ultimately leading to better project outcomes and more effective collaboration.