How does it handle ongoing learning objectives?

It checks a goals.md file for high-priority unexplored directions and automatically updates it with new research paths discovered during the process.

What tools does the Learn skill use for research?

The skill uses a tool cascade including Exa Deep Researcher, Exa Web Search, and standard WebSearch, falling back to simpler tools if primary ones are unavailable.

How is the researched information stored?

Findings are saved as structured Markdown files in an inbox folder with comprehensive frontmatter, capturing the description, source type, and full provenance.

Does it integrate with other skills?

Absolutely. It is designed to chain directly into a processing pipeline, typically triggering a 'reduce' or 'extract' skill once the research is filed.

Can I control the depth of the research?

Yes, users can specify --light, --moderate, or --deep flags to force a specific research intensity, or let the skill use its configured defaults.

Knowledge Research & Graphing

Name: Knowledge Research & Graphing
Author: agenticnotetaking

byagenticnotetaking

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2,813

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Aprendizaje y Documentación

Researches topics using Exa and web search tools to automatically expand your personalized knowledge graph with full provenance.

This skill enables Claude to conduct deep, structured research on any topic and integrate findings directly into a personal knowledge system. By leveraging Exa's deep research capabilities and standard web search, it gathers information at varying depths—from quick fact-checks to comprehensive investigations. Results are automatically formatted as markdown files with detailed metadata, ensuring source transparency, and are queued for further processing or extraction to maintain a high-quality, evolving second brain.

Características Principales

01Multi-tier research depth (Light, Moderate, Deep) using Exa and web search cascades.

02Seamless integration with processing pipelines via automatic or suggested chaining to extraction skills.

03Intelligent goal management that reads and updates a goals.md file for continuous exploration.

04Highly customizable configuration for domain-specific vocabulary and primary tool preferences.

05Automatic markdown filing with full provenance metadata including source URLs and tool IDs.

062,813 GitHub stars

Casos de Uso

01Automating the discovery of follow-up research directions for complex, multi-stage projects.

02Building a comprehensive technical documentation library or 'second brain' from scratch.

03Conducting deep-dive investigations into new software frameworks, libraries, or academic topics.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add agenticnotetaking/arscontexta learn

For use in Claude.ai and ChatGPT

Download Skill