parallel-web

Orchestrate web search, extraction, and enrichment into a research workflow.

22|4|Updated May 25, 2026

Search Tags:#research #academic #web #enrichment #data-enrichment #scholarly #parallel-cli

Ready to run

npx skills add https://github.com/crazymsn/academic-skills --skill parallel-web-crazymsn

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: parallel-web
Source: https://github.com/crazymsn/academic-skills/tree/main/academic-skills/parallel-web
Command: npx skills add https://github.com/crazymsn/academic-skills --skill parallel-web-crazymsn

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Orchestrates web search, extraction, and enrichment tasks into a single research workflow. This capability reduces manual switching between tools and speeds up scholarly investigations.

Core Features & Use Cases

Web search, URL extraction, data enrichment, and deep research orchestration across academic sources.
Supports setup, status checks, and retrieval of completed results for ongoing research tasks.
Use case: build comprehensive literature reviews by aggregating multiple sources with citations.

Quick Start

Ask parallel-web to perform a web search and compile results from scholarly sources.

Frequently Asked Questions about parallel-web

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

FAQPage Schema

How do I orchestrate web search and data enrichment into a single research workflow?▼

Web research orchestration combines web search, URL extraction, and data enrichment into a single workflow, reducing manual switching between tools and speeding up scholarly investigations.

Can I compile academic literature reviews from multiple scholarly sources?▼

Yes, you can compile academic literature reviews by aggregating multiple scholarly sources with citations, allowing you to build comprehensive research reports from extracted web data.

What do I need to set up before running parallel-cli for web research tasks?▼

You need parallel-cli installed and active internet access to set up and run web research tasks, utilizing standardized commands for setup, status checks, and result retrieval.

How does the status check and result retrieval process work for ongoing research tasks?▼

The status check and result retrieval process works through standardized commands that support setup, status checks, and retrieval of completed results for ongoing web research tasks.

What's the best way to collect data for scholarly analysis without switching between tools?▼

The best way to collect data for scholarly analysis is using a unified research workflow that orchestrates web search, extraction, and enrichment tasks automatically across academic sources.

Are there limitations when using web enrichment for deep academic research?▼

Web enrichment for deep academic research requires consistent internet access and parallel-cli dependency, limiting usage in offline environments or without the required command-line setup.