$ Project.log
Web Researcher
3/25/2026
Sankaranarayanan Subbayya
Project Creator
$ cat description.md
We built an OpenClaw skill that scrapes any website using Apify and turns it into a grounded knowledge base using Contextual AI. Ask questions about any live web content and get cited, hallucination-free answers. Problem: Developers and researchers waste time manually reading through documentation sites and knowledge bases to find specific answers. Problem: Developers and researchers waste time manually reading through documentation sites and knowledge bases to find specific answers. How it works: User gives a URL → Apify crawls and extracts text content Content is uploaded to a Contextual AI datastore and agent User asks questions → gets grounded answers with source citations
$ team --info
Sankar
Team Leader: Sankaranarayanan Subbayya
$ tech --stack
$ links --show
$ event --source
