Can the Learn skill suggest what to research next?

Yes, if no topic is provided, the skill reads your goals.md file to find and propose the highest-priority unexplored research direction.

How do I control the depth of a research task?

You can use flags like --light for facts, --moderate for subtopics, or --deep for comprehensive investigations directly in the command (e.g., /learn topic --deep).

Where does the skill store its findings?

Findings are filed as Markdown files in a configurable inbox folder (defaulting to inbox/) with standardized frontmatter for provenance and metadata.

Does it integrate with other tools?

It is designed to chain automatically into processing pipelines, such as the 'reduce' skill, to transform raw research into atomic insights.

What research tools does the Learn skill support?

The skill uses a tiered cascade starting with Exa Deep Researcher, falling back to Exa Web Search, and finally using standard WebSearch as a last resort.

Knowledge Research & Graph Builder

Name: Knowledge Research & Graph Builder
Author: LopeWale

byLopeWale

0•

학습 및 문서화

Conducts deep, multi-tiered web research to build and maintain an automated knowledge graph within your environment.

The Learn skill is a sophisticated research engine designed to expand Claude's knowledge base by performing deep-dive investigations across the web. Utilizing a tool cascade that includes Exa Deep Researcher and standard web search tools, it gathers high-provenance information, synthesizes findings into a dedicated inbox, and automatically updates project goals. It is the ideal entry point for building a 'second brain' or a technical knowledge graph, allowing for seamless transitions from raw data collection to insight extraction and knowledge reweaving.

주요 기능

01Automated provenance tracking with full metadata, source URLs, and query strings

02Seamless pipeline chaining to downstream skills like 'reduce' for insight extraction

03Smart tool cascade that falls back to alternative search methods if primary tools fail

04Multi-tiered research depth (Light, Moderate, Deep) using Exa AI and WebSearch

05Intelligent goal management via goals.md for autonomous research prioritization

060 GitHub stars

사용 사례

01Automating the maintenance of an evolving internal documentation repository

02Discovering new research directions and unexplored angles for long-term projects

03Technical deep-dives into new libraries or complex software architectural patterns

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add lopewale/ampllabs learn

For use in Claude.ai and ChatGPT