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parallel-web

Search the web, extract URLs, and research multiple sources via Parallel Web APIs.

94|11|Updated Mar 26, 2026
Search Tags:#research#extraction#citation#web-search#ai-tools#parallel-api
One-click install
npx skills add https://github.com/swaruplab/operon --skill parallel-web-swaruplab
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: parallel-web
Source: https://github.com/swaruplab/operon/tree/main/src-tauri/protocols/parallel-web
Command: npx skills add https://github.com/swaruplab/operon --skill parallel-web-swaruplab

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This skill enables researchers to perform web searches, extract content from URLs, and perform deep multi-source research using the Parallel Web Systems APIs, unifying discovery and provenance in a single workflow.

Core Features & Use Cases

  • Web search with synthesized summaries and inline citations.
  • URL content extraction for citation verification and focused analysis.
  • Multi-source deep research to produce comprehensive reports with structured results.
  • Use cases include literature reviews, market intelligence, and API/documentation gathering workflows.

Quick Start

Ask it to search the web for a topic, extract relevant sources, and synthesize a concise, cited briefing.

Frequently Asked Questions about parallel-web

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

FAQPage Schema
How do I perform web search and synthesize research with inline citations?▼

To perform web search and synthesize research, this skill queries the Parallel Web APIs to gather sources, extract content, and generate concise summaries with inline citations. It unifies discovery and provenance into a single structured workflow.

What is the best way to extract content from a URL for citation verification?▼

The best way to extract URL content for citation verification is using the URL extraction feature, which pulls source data via the Parallel Web API. This allows you to perform focused analysis and confirm provenance directly from the original documentation.

Do I need a PARALLEL_API_KEY to use the multi-source deep research workflows?▼

Yes, you need a PARALLEL_API_KEY to use the multi-source deep research workflows. The skill relies on the Parallel Web Systems APIs to execute web inquiries, verify citations, and generate comprehensive reports with structured results.

Can I use this for literature reviews and market intelligence gathering?▼

Yes, you can use this for literature reviews and market intelligence. The deep multi-source research capabilities gather data across multiple URLs, synthesizing the findings into comprehensive reports with structured results and provenance.

How does the returned research data maintain provenance across multiple sources?▼

The returned research data maintains provenance by returning structured results with direct source links and inline citations. The workflow extracts content from specified URLs to ensure that synthesized summaries trace back to original web sources.

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