parallel-web
Originally fromk-dense-ai/claude-scientific-skills
Installation
SKILL.md
Parallel Web Toolkit
A unified skill for all web-powered tasks: searching, extracting, enriching, and researching — with academic and scientific sources as the default priority.
Routing — pick the right capability
Read the user's request and match it to one of the capabilities below. For web search, extract, enrichment, and deep research, read the corresponding reference file for detailed instructions.
| User wants to... | Capability | Where |
|---|---|---|
| Look something up, research a topic, find current info | Web Search | references/web-search.md |
| Fetch content from a specific URL (webpage, article, PDF) | Web Extract | references/web-extract.md |
| Add web-sourced fields to a list of companies/people/products | Data Enrichment | references/data-enrichment.md |
| Get an exhaustive, multi-source report (user says "deep research", "exhaustive", "comprehensive") | Deep Research | references/deep-research.md |
| Install or authenticate parallel-cli | Setup | Below |
| Check status of a running research/enrichment task | Status | Below |
| Retrieve completed research results by run ID | Result | Below |