parallel-web

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 Decision guide Show more