ito-memory

Capture, search, and query project knowledge via Ito's memory provider.

Updated Mar 22, 2026
One-click install
npx skills add https://github.com/withakay/research --skill ito-memory
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ito-memory
Source: https://github.com/withakay/research/tree/main/.opencode/skills/ito-memory
Command: npx skills add https://github.com/withakay/research --skill ito-memory

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill addresses the challenge of managing and retrieving project knowledge efficiently, allowing users to quickly capture, search, and query information without directly interacting with the backend provider.

Core Features & Use Cases

  • Memory Capture: Store durable knowledge from the current work with ease.
  • Memory Search: Retrieve relevant memory entries based on search terms.
  • Memory Query: Get synthesized answers from stored knowledge.
  • Provider-Agnostic: Routes through various memory operations without direct backend calls.
  • Use Case: When working on a complex project, use this Skill to capture design decisions, recurring patterns, and important workflow discoveries, making it easier to recall and reference this information later.

Quick Start

To capture knowledge about a new design decision, use the command: ito agent instruction memory-capture --context "The new design decision for the project involves..." --file "design_document.pdf" --folder "project_folder"

Frequently Asked Questions about ito-memory

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

FAQPage Schema
How do I capture and store project knowledge for later retrieval?

You can capture project knowledge by using the memory-capture command to store durable information like design decisions and workflow patterns. This automates storing details without direct backend calls.

What is the best way to search and query stored project memory?

Project memory search retrieves relevant entries based on specific terms, while memory query synthesizes answers from stored knowledge. Both operations route through Ito's memory provider to enhance development workflows.

Do I need Ito's agent to manage memory operations for my project?

Yes, you need Ito's agent and memory operations for data management. The Skill routes through these memory operations to capture, search, and query project knowledge without direct backend interaction.

Can I attach files and context when capturing a design decision?

Yes, you can attach files and context when capturing knowledge. The memory-capture command accepts context strings, file attachments like design documents, and folder parameters to store information.

How does memory query differ from a standard memory search?

Memory search retrieves specific memory entries based on search terms, whereas memory query generates synthesized answers from the stored knowledge base to provide direct responses to project questions.

Is this memory provider agnostic to different backend systems?

Yes, the Skill is provider-agnostic. It routes through various memory operations without requiring direct backend calls, allowing you to manage project knowledge efficiently across different environments.