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parallel-web

Search the web and synthesize cited results using Parallel Web APIs.

Updated Apr 26, 2026
Search Tags:#extraction#citation#sources#web-search#deep-research#parallel-api
One-click install
npx skills add https://github.com/GongXLiang/plot-study --skill parallel-web-gongxliang
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: parallel-web
Source: https://github.com/GongXLiang/plot-study/tree/main/.claude/plugins/cache/claude-scientific-writer/claude-scientific-writer/2f80d2aed0e6/.claude/skills/parallel-web
Command: npx skills add https://github.com/GongXLiang/plot-study --skill parallel-web-gongxliang

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This skill enables fast, citation-backed web research by combining web search, URL content extraction, and deep multi-source analysis via the Parallel Chat API and Extract API. It streamlines information gathering for writing, due-diligence, and general knowledge work.

Core Features & Use Cases

  • Web Search: synthesize results with inline citations using the Parallel Chat API.
  • Deep Research: produce detailed, multi-source research reports with citations.
  • URL Extraction: verify content from known URLs with the Extract API and capture focused excerpts.
  • Source Management: automatically save all results to the project's sources folder for reproducibility and auditability.
  • Environment & Safety: relies on API key via PARALLEL_API_KEY and compatible OpenAI tooling.

Quick Start

Use the parallel-web skill to perform a web search, extract content from a URL, and generate a deep research report with citations, saving all results to the sources/ folder.

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 search results with inline citations?▼

To synthesize web search results with inline citations, use the Parallel Chat API to query information and automatically generate concise text with sourced references. This approach streamlines information gathering for writing and due diligence.

What is deep multi-source research and how does it work?▼

Deep multi-source research produces detailed reports by querying and synthesizing information from multiple web sources simultaneously. The Parallel API aggregates and cross-references these sources to generate comprehensive, citation-backed research outputs.

Do I need a Parallel API key to extract content from a URL?▼

Yes, URL content extraction requires an API key configured in the PARALLEL_API_KEY environment variable. The Extract API uses this key to verify content from known URLs and capture focused excerpts for your research.

How do I save web research sources for reproducibility?▼

To save web research sources for reproducibility, the skill automatically saves all search, extraction, and research results to the project's sources folder. This ensures auditability and allows you to trace synthesized text back to original URLs.

Does this web research tool work with OpenAI compatible tooling?▼

Yes, the web research tool relies on compatible OpenAI tooling alongside the PARALLEL_API_KEY configuration. This integration allows you to perform web searches, deep research, and URL extraction within your existing OpenAI-compatible environment.

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