Does it handle conflicting information from the web?

Yes, the skill specifically evaluates results for consensus and flags conflicting or thin coverage as knowledge gaps in the final summary.

Where is the research output saved?

Summaries are saved as structured markdown files within the project's 'docs/research/' directory, ensuring findings are persistent and version-controlled.

How does the Research skill find information?

It uses parallel web searches via subagents to explore a topic from multiple angles, including definitions, expert views, risks, and comparative trends.

What kind of sources does it prefer?

The skill prioritizes authoritative sources such as official documentation, academic papers, and established industry publications over SEO-focused content.

Can other Claude skills use this research tool?

Yes, the skill is designed for cross-skill invocation, allowing other automated workflows to request and incorporate domain knowledge dynamically.

Advanced Web Research

Name: Advanced Web Research
Author: ryanismert

byryanismert

0•

학습 및 문서화

Conducts multi-angle web research and synthesizes findings into structured, cited summaries for informed decision-making.

The Research skill automates the process of gathering comprehensive domain knowledge by executing parallel web searches across multiple perspectives, including expert consensus, technical pitfalls, and emerging trends. It identifies knowledge gaps, offers handoffs for deep research reports, and compiles findings into persistent markdown artifacts within your project's research archive. Whether used standalone or invoked by other skills, it provides a rigorous foundation of cited information to support complex development tasks and architectural decisions.

주요 기능

01Deep research handoff for complex queries requiring human or external input

02Automatic identification of knowledge gaps and conflicting data

030 GitHub stars

04Structured markdown synthesis with authoritative source citations

05Cross-skill integration for providing background knowledge to other automated tasks

06Parallel multi-angle web searching using general-purpose subagents

사용 사례

01Generating competitive analyses or technical comparisons for project documentation

02Troubleshooting complex bugs by gathering expert perspectives and common failure modes

03Investigating new libraries or frameworks before architectural implementation

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ryanismert/do-stuff-helper research

For use in Claude.ai and ChatGPT

주요 기능

01Deep research handoff for complex queries requiring human or external input

02Automatic identification of knowledge gaps and conflicting data

030 GitHub stars

04Structured markdown synthesis with authoritative source citations

05Cross-skill integration for providing background knowledge to other automated tasks

06Parallel multi-angle web searching using general-purpose subagents

사용 사례

01Generating competitive analyses or technical comparisons for project documentation

02Troubleshooting complex bugs by gathering expert perspectives and common failure modes

03Investigating new libraries or frameworks before architectural implementation

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ryanismert/do-stuff-helper research

For use in Claude.ai and ChatGPT