Does this skill require an external API key?

Yes, you must provide a PARALLEL_API_KEY from Parallel Web Systems to use the search, research, and extraction features.

How are research results managed and saved?

The skill mandates the use of an output flag to save all results into a 'sources/' folder, ensuring reproducibility and providing an audit trail for your project.

What is the difference between the search and research commands?

The search command uses the 'base' model for faster, synthesized summaries of web queries, while the research command uses the 'core' model for deep, multi-source intelligence reports.

Should I use this for academic paper searches?

While it can find papers on the web, it is recommended to use the research-lookup skill for purely academic queries, as it is specifically optimized for scholarly databases.

Parallel Web Research

Name: Parallel Web Research
Author: K-Dense-AI

byK-Dense-AI

•

17,327

•

Web Scraping & Data Collection

Conducts deep multi-source web research and intelligence analysis to provide synthesized summaries with cited sources.

The Parallel Web Research skill integrates the Parallel Web Systems API to empower Claude with advanced internet search, deep intelligence reporting, and content extraction capabilities. It serves as the primary gateway for gathering real-time information, ranging from quick factual lookups to comprehensive industry analysis. By automating the synthesis of multiple sources and mandating the local storage of all research data, this skill ensures that every claim is auditable, reproducible, and ready for integration into professional scientific or technical documentation.

Key Features

01Multi-source deep research using the high-reasoning 'core' model

02Support for both JSON and Markdown output formats

0317,327 GitHub stars

04Automated URL content extraction for citation verification

05Real-time web search with synthesized thematic summaries

06Mandatory local archiving to the 'sources/' directory for auditability

Use Cases

01Gathering current events and news for industry trend analysis

02Verifying citations and technical facts for scientific writing

03Conducting comprehensive market research and competitive intelligence

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add k-dense-ai/claude-scientific-skills parallel-web

For use in Claude.ai and ChatGPT

Key Features

01Multi-source deep research using the high-reasoning 'core' model

02Support for both JSON and Markdown output formats

0317,327 GitHub stars

04Automated URL content extraction for citation verification

05Real-time web search with synthesized thematic summaries

06Mandatory local archiving to the 'sources/' directory for auditability

Use Cases

01Gathering current events and news for industry trend analysis

02Verifying citations and technical facts for scientific writing

03Conducting comprehensive market research and competitive intelligence

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add k-dense-ai/claude-scientific-skills parallel-web

For use in Claude.ai and ChatGPT