memory-manager

Save facts to MEMORY.md, update USER.md, and search memory.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/knsiuss/orion --skill memory-manager-knsiuss
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: memory-manager
Source: https://github.com/knsiuss/orion/tree/main/workspace/skills/memory-manager
Command: npx skills add https://github.com/knsiuss/orion --skill memory-manager-knsiuss

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps manage the AI's long-term memory and user profiles, ensuring consistent and personalized interactions by organizing important facts and user details.

Core Features & Use Cases

  • Fact Saving: Saves important, stable facts to MEMORY.md based on specific criteria.
  • User Profile Updates: Updates user information in USER.md as new details are learned.
  • Memory Search: Provides a tool to search the AI's memory using natural language queries.
  • Episodic Logging: Creates daily logs of significant interactions and learned information.

Quick Start

Use the memory manager to save the fact that the user's favorite color is blue.

Frequently Asked Questions about memory-manager

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How does AI long-term memory retrieval work for user profiles?

AI long-term memory retrieval works by searching stored details in structured markdown files. This skill searches MEMORY.md and USER.md using natural language queries to recall stable facts and personalize interactions based on saved user profiles.

How do I save facts and episodic interaction logs for AI knowledge management?

You save facts and episodic interaction logs by writing stable details to MEMORY.md and generating daily summaries in memory/YYYY-MM-DD.md. This knowledge management process ensures important interaction context is preserved for future retrieval.

Can I update a user profile automatically as the AI learns new details?

You can update a user profile automatically as the AI learns new details. The skill appends newly acquired user information to USER.md, ensuring the profile remains current without requiring manual data entry to maintain personalized context.

What is the best way to search stored AI memory using natural language?

The best way to search stored AI memory is using the built-in natural language query tool. This searches across structured markdown logs and saved facts to retrieve relevant historical interaction data and user profile details efficiently.

Does this memory management approach require external databases or dependencies?

This memory management approach does not require external databases or dependencies. It relies entirely on local markdown files for fact saving, user profile updates, and episodic logging, making it lightweight and easy to deploy.