CNKI Skills
Research workflow skills for CNKI that include an opt-in Jev extension for title and abstract screening proposals.
Added to Jevfast
How it uses Jev
When explicitly configured and enabled, the optional extension sends a paper title and abstract plus one Choice question per configured necessary inclusion condition. Each question offers meets, violates, and insufficient. The output is a review-required proposal, not an automatic ledger decision.
What Jev decides
Illustrative title and abstract inclusion-condition requestExample answers · not a recorded Jev response · Source ↗
Question 1 · population
YOUR APP
INSTRUCTION
Only from title and abstract, judge whether the material satisfies this necessary inclusion condition. Missing description is not a violation; choose insufficient for complex inference or missing evidence.
STATE
The paper title and abstract, plus configured named atomic inclusion conditions. The included config example names population, empirical method, and outcome conditions.
JEV · CHOICE
- meets
- violates
- insufficient
App workflow
- Prepare a bounded paper record
Read one paper title and abstract from the frozen research task. The extension allowlists these fields for the request.
- Ask Jev per condition
Build one Choice question per configured condition, then make a budgeted request or reuse a cached response.
- Create review proposal
Apply the configured probability threshold. Mark the paper as include, exclude, or uncertain, and route every proposal for evidence verification or further review.
Why it is interesting
It decomposes a research question into named atomic conditions, preserves uncertainty, and keeps machine screening proposals separate from the evidence-backed human research ledger.