Why does the skill automatically save results to a sources folder?

Archiving results ensures research reproducibility, provides an audit trail for claims, and prevents redundant API calls if you need to reference the information again.

What is the difference between search and research commands?

The search command is optimized for quick factual queries and news updates using the base model, while the research command uses the core model for multi-source synthesis and complex analysis.

Do I need a separate API key for this skill?

Yes, a Parallel API key is required. You can obtain one from platform.parallel.ai and set it as the PARALLEL_API_KEY environment variable.

How does this skill help with scientific accuracy?

It provides synthesized summaries with verifiable inline citations and allows for raw content extraction from specific URLs to confirm findings.

Parallel Web Research

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

byK-Dense-AI

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1,338

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Web Scraping & Data Collection

Conducts deep web research, automated searches, and content extraction using Parallel Web Systems APIs to generate synthesized reports with citations.

This skill integrates Parallel Web Systems into Claude's workflow, enabling advanced web searching and comprehensive deep research. It allows users to perform high-latency deep dives using the core model for complex analysis or quick factual lookups with the base model. Designed primarily for the scientific writer ecosystem, it ensures all gathered data is structured, cited, and automatically archived in a local sources directory for reproducibility, auditability, and context window recovery.

Key Features

01Targeted URL extraction for citation verification and fact-checking

02Dual-model support allowing trade-offs between speed (base) and depth (core)

03Automated archiving of all research to a local sources folder for auditability

041,338 GitHub stars

05Synthesized web search summaries with inline citations and source lists

06Deep research mode for multi-source intelligence and comprehensive industry reports

Use Cases

01Gathering current events and statistical data for technical or scientific writing

02Generating comprehensive market research and competitive intelligence reports

03Verifying technical documentation or academic claims through specific URL extraction

What are Skills?·How to Install

Install with 🐟 Skill.Fish

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

For use in Claude.ai and ChatGPT

Key Features

01Targeted URL extraction for citation verification and fact-checking

02Dual-model support allowing trade-offs between speed (base) and depth (core)

03Automated archiving of all research to a local sources folder for auditability

041,338 GitHub stars

05Synthesized web search summaries with inline citations and source lists

06Deep research mode for multi-source intelligence and comprehensive industry reports

Use Cases

01Gathering current events and statistical data for technical or scientific writing

02Generating comprehensive market research and competitive intelligence reports

03Verifying technical documentation or academic claims through specific URL extraction

What are Skills?·How to Install

Install with 🐟 Skill.Fish

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

For use in Claude.ai and ChatGPT