learn

Research topics via web search and update the knowledge graph with provenance.

1|Updated Mar 6, 2026
One-click install
npx skills add https://github.com/adiman9/mnemos --skill learn-adiman9
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: learn
Source: https://github.com/adiman9/mnemos/tree/main/core/skills/learn
Command: npx skills add https://github.com/adiman9/mnemos --skill learn-adiman9

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The Learn skill helps users systematically research topics and grow a structured knowledge graph by capturing provenance and aligning findings with goals.

Core Features & Use Cases

  • Automated topic research using Exa deep researcher, web search, or basic search to gather credible results.
  • Provenance-aware notes: every finding is documented with sources and context to support traceability.
  • Goal-aligned updates: discovered directions can be added to goals.md for subsequent processing.

Quick Start

Initiate a topic exploration by issuing /learn [topic] and let mnemos gather and organize the findings.

Frequently Asked Questions about learn

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

FAQPage Schema
How do I automate topic research and save web search results with provenance?

You can automate topic research with provenance by triggering an investigation using /learn [topic], which gathers credible results via web search and writes findings to your inbox with source metadata.

What is a knowledge graph and how does it capture research provenance?

A knowledge graph structures your research findings by connecting topics to their sources. This approach ensures every captured piece of information includes provenance metadata for full traceability and context.

Can I use deep web search to compile findings and update my research goals?

Yes, you can use Exa deep researcher or basic web search to compile findings, which automatically documents sources and can update your goals.md file with newly discovered research directions.

What is the best way to systematically explore a new topic and track sources?

The best way to track sources during topic exploration is to use an automated research workflow that pulls credible results from the web and documents every finding with provenance metadata.

How do I trigger an automated investigation to find out about a specific subject?

You can trigger an automated investigation to find out about a subject by using commands like /learn [topic], research this, or find out about, which initiates the search and compilation process.