skills/skills.volces.com/discovery-extract

discovery-extract

Installation
SKILL.md

Discovery Engine — Paper Extraction Skill

Why This Exists

A nanofiltration paper provides selective passage below a size threshold. A drug delivery paper requires selective transport to a target. Neither team knows the other exists — they publish in different journals, use different vocabulary, and will never cite each other.

This skill extracts structured provides/requires relationships from scientific papers, building a knowledge graph that surfaces these hidden cross-domain connections. Each paper you extract adds a node. The graph finds the bridges.

When to Use

Trigger Action
/discovery-extract Discover papers, extract, and save results
"Extract some papers" Run the full pipeline (discover → extract → save)
"Submit my extractions" Create a PR with your batch results
"Find papers from arXiv" Discover from a specific source
Installs
1
First Seen
Apr 23, 2026