Web Research

Automate web research with source verification, credibility tagging, and confidence scoring.

Updated Oct 13, 2025
One-click install
npx skills add https://github.com/oneryalcin/nexus-skills --skill web-research-oneryalcin
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Web Research
Source: https://github.com/oneryalcin/nexus-skills/tree/main/skills/research/web-research
Command: npx skills add https://github.com/oneryalcin/nexus-skills --skill web-research-oneryalcin

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill prevents AI hallucinations and ensures factual accuracy by enforcing a systematic, source-verified web research process. It eliminates the need for manual fact-checking and rework due to misinformation, saving significant time and boosting confidence in outputs.

Core Features & Use Cases

  • Structured Research Workflow: Guides the AI through clarifying objectives, breaking down questions, and evaluating sources, ensuring comprehensive coverage.
  • Source Verification: Mandates cross-referencing claims with multiple authoritative sources to ensure high confidence and reduce errors.
  • Citation & Credibility: Requires explicit citation of all sources and assessment of their credibility, building trust and transparency in research findings.
  • Use Case: When asked to provide facts about a new technology, the AI uses this skill to systematically search, verify, and cite information from multiple reputable sources, delivering a well-supported, hallucination-free report.

Quick Start

"Perform web research to answer: 'What are the key differences between quantum computing and classical computing?' Cite all sources."

Frequently Asked Questions about Web Research

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

FAQPage Schema
How do I prevent AI hallucinations when researching facts online?

Prevent hallucinations by enforcing systematic web research with multiple source verification. Cross-reference claims across 3–5 credible sources, tag their credibility, note publication dates, and record contradictions before synthesizing findings with explicit confidence scoring.

What's the best way to fact-check claims with proper source citations?

Fact-check by decomposing questions into sub-queries, searching multiple authoritative sources, fetching full content for verification, and requiring explicit citations with credibility assessment for each source to build transparent, verifiable findings.

How do I structure web research to build accurate knowledge bases?

Structure research by clarifying objectives, breaking down complex questions, systematically searching and fetching content from diverse sources, cross-verifying information, tagging source reliability, and synthesizing results with confidence levels and date awareness.

Can I use web research to verify information across multiple credible sources?

Yes. The process mandates searching 3–5 sources, reading full content, cross-referencing claims, assessing credibility, noting publication dates, recording contradictions, and providing confidence scores—ensuring high-confidence, hallucination-free outputs.

What information should I gather before starting a research task?

Clarify your research objective and scope upfront. Define what you're investigating, identify the types of authoritative sources you'll need, and specify any date constraints or domains relevant to your query for focused, accurate web research.

Why does systematic web research reduce errors and rework?

Systematic research eliminates guesswork by enforcing source verification, contradiction detection, and credibility assessment. Explicit citations and confidence scoring surface uncertainties early, preventing misinformation from reaching outputs and avoiding costly fact-checking cycles.