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 |