memory-research

Research external subjects via web search and synthesize findings into structured Basic Memory entities.

25|3|Updated Feb 14, 2026
One-click install
npx skills add https://github.com/basicmachines-co/basic-memory-skills --skill memory-research
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: memory-research
Source: https://github.com/basicmachines-co/basic-memory-skills/tree/main/memory-research
Command: npx skills add https://github.com/basicmachines-co/basic-memory-skills --skill memory-research

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill automates the process of researching external subjects on the web and synthesizing the findings into structured Basic Memory entities, saving you time and ensuring comprehensive knowledge capture.

Core Features & Use Cases

  • Web Research: Gathers information from multiple online sources about organizations, people, technologies, or topics.
  • Knowledge Synthesis: Organizes research findings into a clear, structured summary.
  • Entity Creation: Proposes and creates new structured notes in Basic Memory based on the research.
  • Use Case: When asked to "Research Acme Corp," this skill will search the web, summarize key details about the company, check if it already exists in your memory, and then offer to create a new, structured note for it.

Quick Start

Use the memory-research skill to research "Terraform".

Frequently Asked Questions about memory-research

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

FAQPage Schema
How do I research a company or technology and save the findings to a knowledge graph?

To research a subject, this skill uses web search to gather information and synthesizes the findings into structured Basic Memory entities. It automatically organizes key details, summaries, and sources into a new structured note within your knowledge graph.

What is the best way to synthesize information gathering into structured notes?

The best way to synthesize information is using automated research that formats web search results into structured summaries. This skill checks if the subject already exists in your memory before proposing and creating a formatted, detailed note.

Can I use a URL to trigger web research and entity creation?

Yes, you can use a bare URL to trigger web research and entity creation. The skill applies implicit triggers like URLs or names to automatically gather information and format the results into structured Basic Memory entities.

Does this research skill check existing notes before creating new ones?

Yes, the research skill checks your existing memory before creating new entities. It searches the web, synthesizes the details, verifies if the subject already exists, and then offers to create a new structured note.

What details are included when formatting research into a structured memory entity?

When formatting research into a structured memory entity, the note includes relevant details, synthesized summaries, and source links. This ensures your knowledge graph captures comprehensive information gathered from the web search.

Do I need web search capabilities to use this knowledge synthesis tool?

Yes, you need web search capabilities to use this knowledge synthesis tool. The skill relies on searching external sources to gather information and requires the ability to format that research into structured Basic Memory entities.