ori-memory

Store and retrieve durable knowledge across sessions using a Markdown-based knowledge graph.

318|27|Updated Feb 20, 2026
One-click install
npx skills add https://github.com/aayoawoyemi/Ori-Mnemos --skill ori-memory
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ori-memory
Source: https://github.com/aayoawoyemi/Ori-Mnemos/tree/main/adapters/hermes
Command: npx skills add https://github.com/aayoawoyemi/Ori-Mnemos --skill ori-memory

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires node, npm, ori-memory, and includes scripts (resource) components.

What problem does it solve?

Stores and retrieves durable knowledge across sessions using a Markdown-based knowledge graph that decouples long-term memory from prompt context.

Core Features & Use Cases

  • Persistent memory for research notes, decisions, and project histories.
  • Knowledge graph navigation with wiki-links to connect ideas and findings.
  • Lightweight vault-based storage with optional scripts/references/assets for extensibility.

Quick Start

Install Ori globally and bridge Hermes to enable persistent memory.

Frequently Asked Questions about ori-memory

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

FAQPage Schema
How do I persist knowledge across sessions for long-running projects?

You can persist knowledge across sessions by storing research notes and decisions in a Markdown-based knowledge graph, which decouples long-term memory from prompt context for durable retrieval.

How does a Markdown knowledge graph work for note retrieval?

A Markdown knowledge graph stores notes as individual files connected by wiki-links, enabling you to navigate and retrieve related ideas and findings across weeks or months of accumulated context.

Do I need Node and npm to use a Markdown-based memory vault?

Yes, you need Node and npm installed to install the required dependencies and globally set up the persistent memory vault, which bridges Hermes to enable cross-session knowledge retrieval.

What is the best way to store durable research notes and project decisions?

The best way to store durable research notes is using a lightweight vault-based storage system with Markdown files, allowing you to extend functionality with optional scripts, references, and assets folders.

Can I use wiki-links to connect ideas in a persistent memory system?

Yes, you can use wiki-links to connect ideas and findings within the knowledge graph, providing persistent identity and context for research notes and project histories across multiple sessions.

When should I not use a Markdown knowledge graph for memory persistence?

A Markdown knowledge graph is not suited for quick, ephemeral context or high-frequency data updates, as it is designed for durable, long-running project knowledge across weeks or months rather than temporary storage.