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JosephWoodall
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parallel-web

Search the web and generate citation-rich summaries via the Parallel Chat API.

1|Updated Mar 19, 2026
Search Tags:#research#citations#extraction#web-search#summaries#parallel-api
One-click install
npx skills add https://github.com/JosephWoodall/noosphere --skill parallel-web-josephwoodall
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: parallel-web
Source: https://github.com/JosephWoodall/noosphere/tree/main/.agent/skills/parallel-web
Command: npx skills add https://github.com/JosephWoodall/noosphere --skill parallel-web-josephwoodall

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

Web research is often fragmented across searching, evaluating sources, and verifying content. This skill unifies web search, deep research, and URL extraction into a single, citation-rich workflow.

Core Features & Use Cases

  • Web search via the Parallel Chat API to generate synthesized summaries with inline citations.
  • Deep research using the core model to produce comprehensive reports with sources and confidence levels.
  • URL extraction for citation verification and content verification using the Extract API.
  • Python API usage via the provided CLI/script to orchestrate search, research, and extract tasks.

Quick Start

Ask it to search the web, perform deep research, and verify critical sources by extracting content from the target URLs.

Frequently Asked Questions about parallel-web

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

FAQPage Schema
How do I perform deep web research with inline citations?▼

Deep web research with inline citations is performed by querying the Parallel Chat API, which synthesizes multiple web sources into comprehensive reports complete with structured source data and confidence levels.

How do I verify web search sources by extracting content from a URL?▼

To verify web search sources by extracting content from a URL, the skill uses the Extract API to pull and verify critical content directly from target links, returning structured data for citation verification.

What is the best way to automate web search and summarize findings with citations?▼

The best way to automate web search and summarize findings with citations is using the provided Python CLI and scripts, which orchestrate search, deep research, and extraction tasks via the Parallel API.

Does this web research workflow require an OpenAI dependency?▼

Yes, this web research workflow requires both the OpenAI and parallel-web dependencies to execute its core model research, web searches, and URL content extractions effectively.

Can I extract content from specific URLs to check research accuracy?▼

Yes, you can extract content from specific URLs to check research accuracy using the Extract API, which verifies critical sources and returns the content data needed for validation.

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