Parallel Web Research FAQs

Question 1

How does this skill handle citations for scientific writing?

Accepted Answer

The skill automatically generates synthesized summaries organized by themes, providing inline citations and a complete list of source URLs for every research task.

Question 2

Why does the skill require saving results to a sources folder?

Accepted Answer

Saving to a local 'sources/' folder ensures reproducibility of your research, provides an audit trail for claims, and prevents redundant API calls by keeping research context accessible to Claude.

Question 3

What is the difference between search and research in this skill?

Accepted Answer

The search command uses the base model for quick factual queries and news, while the research command uses the core model for comprehensive, multi-source intelligence reports that take longer to synthesize.

Question 4

Should I use this for searching academic databases like PubMed?

Accepted Answer

This skill is best for general web and market research. For specific academic paper lookups and DOI metadata, it is recommended to use the complementary research-lookup or citation-management skills.

Question 5

Do I need an API key to use the Parallel Web skill?

Accepted Answer

Yes, you need a Parallel AI API key configured as the PARALLEL_API_KEY environment variable to authenticate with their search and extraction services.

Parallel Web Research

Parallel Web Research

主要功能

使用场景

主要功能

使用场景