Mem Plus

基于身份优先和中文Bigram增强，提供个人AI助手的第一性原则精确召回，默认关闭多样性MMR以确保确定性。

This skill appears to implement what it claims (identity-first personal memory recall), but exercise caution before installing or running it. Key points to consider: - The code reads local databases and arbitrary files under ~/.openclaw/workspace and mempalace folders and can inject full file contents into agent context — remove or secure any sensitive files in those locations first. - The package contains hardcoded user-specific paths (/Users/mars/..., inserted site-packages path). Verify and edit these paths to match your environment before running; otherwise the skill may fail or behave unexpectedly. - The reranker strips message/conversation metadata (message_id, [user:...], code fences), which may remove provenance — confirm you are comfortable with that sanitization. - The scripts call a local Ollama embeddings HTTP endpoint and the mempalace CLI; ensure those local services are trusted and properly configured. - Because the bundle was clearly packaged from a developer machine and references missing files (e.g., super_mem_cli.py) and platform-specific paths, prefer to review the full source (especially any credential-filtering code not shown) and run in a sandbox or test account first. If you want to proceed: review and edit hardcoded paths, audit any credential-filtering and injection code, and run the scripts in a controlled environment before granting the skill access to your real workspace or memory DBs.

Type: OpenClaw Skill Name: mem-plus Version: 1.6.1 The mem-plus bundle is a memory management and RAG (Retrieval-Augmented Generation) utility designed to index and retrieve information from an agent's workspace. It features sophisticated ranking logic, including identity boosting for specific files (e.g., USER.md) and credential filtering to prevent the accidental storage of GitHub tokens or passwords in the memory database. While the scripts (mem-plus_cli.py) perform broad file reads within the ~/.openclaw/workspace directory and use subprocess to call a local CLI, these actions are strictly aligned with the tool's stated purpose of indexing and searching local data. No evidence of data exfiltration, unauthorized remote execution, or malicious prompt injection was found.