agent-memory-ultimate

What This Skill Does

Agent Memory Ultimate transforms your AI agent from a stateless bot into a long-term companion capable of genuine recall. By mimicking human cognitive architecture, it implements a system where agents perform 'sleep consolidation' to move temporary session data into structured long-term storage. It utilizes SQLite with FTS5 for high-performance searching, while maintaining human-readable markdown files in your workspace for easy manual auditing. This skill handles the lifecycle of information from daily logs in the memory directory to curated insights in your MEMORY.md file, ensuring your agent evolves alongside you.

Installation

Installation is streamlined via the OpenClawCLI. Ensure your workspace is properly initialized as per the OpenClaw documentation. Run the following command in your terminal: clawhub install openclaw/skills/skills/dexiaong/agent-memory-ultimatexq After installation, verify that the db/, bank/, and memory/ directories have been created successfully in your workspace root.

Use Cases

• Personal Assistance: Track family birthdays, personal preferences, and conversation history over months.
• Project Management: Keep documentation for complex software or creative projects synchronized with your agent's current state.
• Relationship Management: Maintain context-heavy profiles for professional or social contacts, enabling the agent to recall specific details from previous interactions.
• Knowledge Management: Build a personal knowledge base that your agent can query using full-text search to retrieve information from old journals or topic-specific documentation.

Example Prompts

1. "OpenClaw, what are the primary preferences I mentioned about my project 'Website Redesign' in the last three weeks?"
2. "Add a new entity for Sarah Jenkins to my bank with her email and our recent agreement on the project scope."
3. "Search my memory for any notes I saved regarding 'home automation' architecture and summarize the current project status."

Tips & Limitations

• Consistency: Keep your file structure clean; the agent relies on the defined hierarchy to categorize information correctly.
• Periodic Review: While sleep consolidation is automatic, manually auditing your MEMORY.md every few weeks ensures your agent focuses on the most relevant long-term goals.
• Security: Since this skill writes files to your local disk, ensure your workspace is stored in a secure location and that you review the agent's write operations if handling sensitive data.