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vasilievyakov
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researching-web

Classify queries and run parallel web searches to produce source-backed research reports.

17|1|Updated Feb 21, 2026
Search Tags:#research#synthesis#confidence#sources#web#parallel-search#contradictions
One-click install
npx skills add https://github.com/vasilievyakov/miracle-infrastructure --skill researching-web-vasilievyakov
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: researching-web
Source: https://github.com/vasilievyakov/miracle-infrastructure/tree/main/skills/researching-web
Command: npx skills add https://github.com/vasilievyakov/miracle-infrastructure --skill researching-web-vasilievyakov

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Web research can be inconsistent and hard to verify. This skill orchestrates multiple tools to return structured results with explicit sources, confidence scores, and contradiction detection, so results can be trusted.

Core Features & Use Cases

  • Parallel web searching across multiple providers with ranking and scoring.
  • Source-backed reports that expose confidence levels and potential contradictions.
  • Use Case: When you need current information, compare options, or extract data from a URL for analysis.

Quick Start

Provide a query or URL, and the skill will run a parallel search and output a structured report with sources and confidence.

Frequently Asked Questions about researching-web

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

FAQPage Schema
How do I get web search results with sources and confidence scores?▼

To get web search results with sources and confidence scores, use a tool that conducts parallel searches across multiple providers, ranks the findings, and outputs a structured report detailing source credibility and potential contradictions.

What is the best way to research and compare multiple options using web data?▼

The best way to research and compare options using web data is to run a parallel search that extracts information from URLs, evaluates the sources side-by-side, and synthesizes the findings into a structured report with a clear confidence breakdown.

Can I extract data from a URL and detect contradictions in the information?▼

Yes, you can extract data from a URL and detect contradictions by classifying the query, running parallel web searches, and applying a scoring mechanism that highlights conflicting information alongside an overall confidence level.

Does parallel web search work for finding current information and API details?▼

Parallel web search works effectively for finding current information and API details by orchestrating multiple search tools simultaneously, extracting relevant data, and synthesizing it into a source-backed report with confidence scoring.

How do I verify if web research results are trustworthy?▼

You can verify if web research results are trustworthy by generating a structured report that explicitly exposes source URLs, applies confidence scores to the findings, and flags any contradictions found across the parallel search results.

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