awublack-personal-memory-system一个智能化、高可靠性的个人知识操作系统。它不仅自动同步你的 MEMORY.md 到 SQLite 数据库并提供自然语言查询，更通过 Git 版本控制、守护进程和日志监控，确保你的记忆**永不丢失、可追溯、可恢复**。 **使用场景**： (1) 用户需要查询“我过去对 AI 模型的看法？” (2) 用户希望系统自...
Install via ClawdBot CLI:
clawdbot install awublack/awublack-personal-memory-systemGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
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https://github.com/awublack/obsidian-vaultAudited Apr 18, 2026 · audit v1.0
Generated May 7, 2026
An individual uses the system to automatically log and retrieve personal insights, decisions, and experiences from a markdown file into a searchable database. This replaces unreliable human memory with precise, queryable records.
A knowledge worker maintains an Obsidian vault for notes. The system automatically syncs changes to a Git repository and indexes key headings into SQLite for natural language querying, enabling fast retrieval of past ideas.
Professionals (e.g., managers, consultants) log important decisions with context into MEMORY.md. The system stores these decisions and allows querying past reasoning, helping avoid repeated mental notes and ensuring consistency.
A user keeps a digital diary in MEMORY.md, tagging entries with ### headings. The system indexes these as structured memories, enabling questions like 'What was I worried about last month?' to receive summarized answers.
Offer basic personal memory sync for free, with premium features like advanced NLP querying, unlimited storage, or cloud backup subscriptions. Revenue comes from monthly or yearly subscriptions.
License the system to organizations for team knowledge retention. Use cases include onboarding, decision logging, and project retrospectives. Revenue from per-seat licensing.
Offer installation, customization, and maintenance services for clients who want a tailored personal memory system integrated with their existing tools (e.g., Notion, Jira). Revenue from consulting and setup fees.
💬 Integration Tip
Ensure all files (MEMORY.md, auto_sync_memory.py, memory.db, query_memory.py, obsidian-vault/) exist in the correct paths before first run. Start git_sync_on_save.sh as a background daemon to enable version control.
Scored May 7, 2026
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