parallel-web

Automate web search, URL extraction, and deep research via Parallel Web Systems APIs.

321|26|Updated Mar 10, 2026
One-click install
npx skills add https://github.com/mkurman/tamux --skill parallel-web-mkurman
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: parallel-web
Source: https://github.com/mkurman/tamux/tree/main/skills/scientific-skills/parallel-web
Command: npx skills add https://github.com/mkurman/tamux --skill parallel-web-mkurman

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires openai, parallel, and includes scripts (resource) and references (resource) components.

What problem does it solve?

Web researchers, students, and professionals often waste time juggling multiple tools to search the web, gather sources, and compile cited summaries. This skill centralizes web search, URL extraction, and deep multi-source research into a single workflow that returns synthesized results with inline citations.

Core Features & Use Cases

  • Web Search: synthesize results with inline sources.
  • Extract: verify content from URLs with focused excerpts or full content.
  • Deep Research: multi-source reports with citations.

Quick Start

Search the web for a topic, extract key passages from top results, and generate a cited summary.

Frequently Asked Questions about parallel-web

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

FAQPage Schema
How do I automate web research with inline citations for academic writing?

You need a PARALLEL_API_KEY to authenticate web research and extraction requests. The skill uses this key to access Parallel Web Systems APIs for searching, extracting URL content, and generating cited deep research reports.

Can I extract specific content from known URLs for market intelligence reports?

You can extract content from known URLs to verify information for market intelligence, retrieving either focused excerpts or full page content. This allows targeted verification and extraction of specific passages needed for your reports.

Does this deep research tool support balancing speed and depth for current events tasks?

The deep research tool supports balancing speed and depth by offering base and core models. You can select the appropriate model tier to optimize either rapid synthesis or comprehensive multi-source analysis for current events research.

What's the best way to compile cited summaries from multiple web sources without manual copying?

The best way to compile cited summaries from multiple web sources is automating the workflow via deep research APIs that search, extract, and synthesize content. This generates multi-source reports with inline citations, eliminating manual copying.