research_web

Research web topics with multi-source verification and confidence levels.

1|Updated Apr 16, 2026

Search Tags:#web-research #fact-check #report-generation #source-verification #confidence-score #cross-source

Ready to run

npx skills add https://github.com/JoNaYeon/claude-code-skills --skill research-web-jonayeon

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: research_web
Source: https://github.com/JoNaYeon/claude-code-skills/tree/main/research/research_web
Command: npx skills add https://github.com/JoNaYeon/claude-code-skills --skill research-web-jonayeon

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill activates on topic research requests that require web sources with cross-verification and explicit confidence annotation, preventing single-source bias and AI hallucinations.

Core Features & Use Cases

Cross-source web research: aggregate multiple reputable sources to verify facts.
Confidence tagging: assign a green/yellow/red confidence level per finding.
Automated result structuring: format results for archiving and review.

Quick Start

Ask me to research a topic on the web and return a cross-verified report with sources and confidence levels.

Frequently Asked Questions about research_web

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

FAQPage Schema

How do I fact-check web sources and prevent AI hallucinations during topic research?▼

To prevent AI hallucinations during web research, this skill cross-verifies facts across multiple reputable sources. It aggregates evidence and prevents single-source bias by requiring corroboration before reporting a finding.

How do I generate a structured research report with confidence levels and source attribution?▼

Generating a structured research report with confidence levels involves assigning green, yellow, or red tags per finding. The skill formats cross-verified results with explicit source attribution for archiving and review.

What is cross-source corroboration and when do I need it for web research?▼

Cross-source corroboration is verifying a piece of information across multiple reputable sources. You need it for fact-checking and topic summaries to ensure evidence-based research and prevent single-source bias.

Does this web research skill auto-save results or store report data locally?▼

This web research skill does not auto-save results. It delivers a structured report with sources and confidence levels directly in the chat for your manual archiving and review.

Can I use this skill for fact-checking across different domains and topics?▼

Yes, you can use this skill for fact-checking across different domains. It performs web-based topic research with multi-source verification applicable to any subject requiring evidence-based analysis.