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parallel-web

Search the web, extract URL content, and generate cited reports via Parallel APIs.

1|Updated Mar 4, 2026
Search Tags:#workflow#web-research#multisource#url-extraction#parallel-web#citation-synthesis
One-click install
npx skills add https://github.com/Hung-3008/agusta --skill parallel-web-hung-3008
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: parallel-web
Source: https://github.com/Hung-3008/agusta/tree/main/.agents/skills/parallel-web
Command: npx skills add https://github.com/Hung-3008/agusta --skill parallel-web-hung-3008

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

The Parallel Web Systems skill streamlines web discovery, content extraction, and deep multi-source research to produce synthesized, cited insights.

Core Features & Use Cases

  • Web search via the Parallel Chat API to generate synthesized summaries with inline citations
  • URL content extraction via the Extract API for citation verification and focused reading
  • Deep research using the core model for comprehensive reports across multiple sources
  • Deterministic scripting workflows and references to support reproducibility and audit trails
  • Integrated workflow prompts and model selection guidance for fast, reliable findings

Quick Start

Enter a natural language objective to search the web, extract URLs, and synthesize a report with citations.

Frequently Asked Questions about parallel-web

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

FAQPage Schema
How do I synthesize web research from multiple sources with inline citations?▼

To synthesize web research with citations, you can use natural language objectives to search the web, extract URL content, and generate synthesized reports via Parallel's APIs. The skill leverages the Parallel Chat API and Extract API to produce multi-source insights with verifiable inline citations.

Can I extract content from specific URLs for focused reading and citation verification?▼

Yes, you can extract content from specific URLs for citation verification. The skill utilizes the Parallel Extract API to pull focused content from targeted web pages, enabling deterministic scripting workflows that support reproducibility and audit trails for your research.

Do I need an OpenAI package and a PARALLEL_API_KEY to perform deep web research?▼

Yes, you need both the OpenAI package for chat interactions and a PARALLEL_API_KEY along with the Parallel SDK. These dependencies are required to execute deep multi-source research, extract URL content, and generate comprehensive cited reports.

What's the best way to generate comprehensive market research reports across multiple sources?▼

The best way to generate comprehensive market research reports is by using deep research workflows that query multiple sources via Parallel APIs. This approach covers current events and technical information gathering, producing synthesized insights with integrated model selection guidance.

Does this web research approach support reproducible workflows and audit trails?▼

Yes, this approach supports reproducible workflows and audit trails through deterministic scripts and on-demand references. It provides integrated workflow prompts and model selection guidance to ensure fast, reliable, and auditable findings for your web research tasks.

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