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agenticnotetaking
agenticnotetakingOFFICIAL
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learn

Research topics via Exa deep researcher and web search, filing results with provenance metadata.

3.5k|220|Updated Feb 15, 2026
Search Tags:#research#knowledge management#information retrieval#web search#learning#deep research
One-click install
npx skills add https://github.com/agenticnotetaking/arscontexta --skill learn-agenticnotetaking
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: learn
Source: https://github.com/agenticnotetaking/arscontexta/tree/main/skill-sources/learn
Command: npx skills add https://github.com/agenticnotetaking/arscontexta --skill learn-agenticnotetaking

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill automates the process of researching new topics, ensuring that your knowledge base is continuously updated with relevant and verified information.

Core Features & Use Cases

  • Automated Research: Investigates topics using various tools like Exa deep researcher and web search.
  • Provenance Tracking: Files research results with full metadata, including sources and prompts used.
  • Knowledge Graph Integration: Chains research findings into your existing knowledge processing pipeline.
  • Use Case: You need to understand the latest advancements in quantum computing. Running /learn quantum computing will trigger a deep research process, file the findings, and suggest next steps for integration into your knowledge graph.

Quick Start

Use the learn skill to research the topic of sustainable energy.

Frequently Asked Questions about learn

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

FAQPage Schema
How do I automate deep research and file the results with source metadata?▼

Automated deep research uses tools like Exa and web search to investigate topics, filing results with full provenance metadata including sources and prompts. This ensures your knowledge base captures verified information with complete traceability.

How does web research integrate into an existing knowledge graph?▼

Web research chains findings into an existing knowledge processing pipeline by filing results with provenance metadata. This integration expands your knowledge graph automatically and updates goals.md with new research directions.

Can I use automated research tools to investigate any specified topic?▼

Automated research tools investigate specified topics using a cascade of web search and deep researcher utilities. You can trigger the process for any subject to gather verified information and expand your knowledge base.

What's the best way to track provenance for information retrieval processes?▼

Tracking provenance for information retrieval requires filing research results with full metadata, including original sources and prompts used. This approach ensures complete traceability when expanding your knowledge graph.

How do I update research directions automatically after gathering new information?▼

Updating research directions happens automatically when the system processes new findings and updates goals.md. The pipeline files results with provenance metadata and suggests next steps for knowledge graph integration.

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