memory

Search and visualize past decisions in a knowledge graph.

217|20|Updated Dec 31, 2025
One-click install
npx skills add https://github.com/yonatangross/orchestkit --skill memory-yonatangross
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: memory
Source: https://github.com/yonatangross/orchestkit/tree/main/plugins/ork/skills/memory
Command: npx skills add https://github.com/yonatangross/orchestkit --skill memory-yonatangross

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill allows you to efficiently search, recall, and visualize past decisions, patterns, and project context stored in your knowledge graph, preventing information loss and improving AI recall.

Core Features & Use Cases

  • Search Past Decisions: Quickly find relevant information using keywords and filters.
  • Load Session Context: Automatically load pertinent memories at the start of a new session.
  • Visualize Knowledge Graph: Understand relationships between entities through interactive diagrams.
  • View Decision Timeline: Track the evolution of architectural choices over time.
  • Use Case: When starting a new task, use /ork:memory load to bring relevant past decisions and patterns into context, or use /ork:memory search <query> to find specific information about a technology or pattern used previously.

Quick Start

Use the memory skill to search for past decisions related to database choices.

Frequently Asked Questions about memory

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

FAQPage Schema
How do I search past decisions in a knowledge graph?

You can search past decisions in a knowledge graph by using keyword queries and filters to find relevant information about project context, patterns, or specific technologies used previously.

How do I load session context from historical data automatically?

To load session context, trigger a memory load operation at the start of a new session, which automatically retrieves pertinent past decisions and patterns into your current context.

How can I visualize a knowledge graph to understand entity relationships?

Visualizing a knowledge graph provides interactive diagrams that map out and clarify the structural relationships between different entities, patterns, and project decisions.

Can I track the evolution of architectural choices over time?

Yes, viewing a decision timeline allows you to track the historical evolution of architectural choices and patterns over time within your knowledge graph.

Do I need a memory MCP server to access knowledge graph history?

Yes, a memory MCP server integration is required for full functionality to access and navigate the knowledge graph of past decisions, patterns, and entities.

What is the best way to prevent information loss of project context?

The best way to prevent information loss is to store project context in a knowledge graph, enabling efficient search, recall, and visualization of past decisions and patterns.