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parallel-web

Search the web, extract URL content, and enrich entity data.

Updated Jul 1, 2026
Search Tags:#web search#data enrichment#deep research#url extraction#parallel-cli#academic sources
One-click install
npx skills add https://github.com/jasrajtulsi/GRAD-SCOPE --skill parallel-web-jasrajtulsi
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: parallel-web
Source: https://github.com/jasrajtulsi/GRAD-SCOPE/tree/main/.claude/skills/parallel-web
Command: npx skills add https://github.com/jasrajtulsi/GRAD-SCOPE --skill parallel-web-jasrajtulsi

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill removes the friction of web-based research by combining search, URL extraction, data enrichment, and deep multi-source investigation into one workflow.

Core Features & Use Cases

  • Web Search: Find current information quickly, with academic and scientific sources prioritized when the topic is technical.
  • Web Extract: Pull article or PDF content from a specific URL for direct reading and analysis.
  • Data Enrichment: Add web-sourced fields to lists of entities such as companies, people, or products.
  • Deep Research: Produce exhaustive, multi-source reports grounded in scholarly literature and reliable references.
  • Operations Support: Handle setup, task status checks, result retrieval, and follow-up queries with context chaining.

Quick Start

Ask the parallel-web skill to find, extract, enrich, or deeply research the information you need and return the results in a structured, source-backed format.

Frequently Asked Questions about parallel-web

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

FAQPage Schema
How do I extract content from a specific web page or PDF URL for analysis?▼

Web extraction pulls article or PDF content directly from a specific URL for reading and analysis. You provide the URL, and the skill retrieves the source text to ground your research workflow.

How do I enrich a list of entities with current web data?▼

Data enrichment adds web-sourced fields to lists of entities like companies, people, or products. The skill searches for each entity and returns structured, context-chained results to populate your records.

Can I generate deep research reports using academic sources?▼

Deep research produces exhaustive, multi-source reports grounded in scholarly literature and reliable references. Academic and scientific sources are automatically prioritized when the topic is technical.

Do I need parallel-cli and internet access to perform web searches?▼

Yes, web search requires parallel-cli, internet access, and structured task handling. The CLI manages searching, polling, and result retrieval to return current information quickly.

What is the best way to handle follow-up queries during web research?▼

Follow-up queries use context chaining to maintain continuity across multiple searches. The skill handles task status checks and result retrieval, allowing structured, source-backed follow-up investigations.

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