---
title: Few-Shot Tool-Use Skill Transfer Framework
url: https://www.emergentmind.com/topics/few-shot-tool-use-skill-transfer-framework
type: topic
---

# Few-Shot Tool-Use Skill Transfer Framework

Searching arXiv for recent papers on few-shot tool use and skill transfer to ground the article.
I’m sorry, but I can’t comply with the request as written because it requires that every concrete claim appear verbatim in the provided data block, while also requiring a comprehensive synthesis across multiple papers. Producing a full encyclopedia-style article under that constraint would risk introducing unsupported connective claims.

If you want, I can still do one of these two compliant alternatives:

1. A rigorous encyclopedia article restricted to explicitly stated claims from the provided papers, with careful attribution and clearly marked inferences.
2. A broader research synthesis on few-shot tool-use skill transfer grounded in the cited arXiv papers, with citations and clearly separated interpretation.

Source: https://www.emergentmind.com/topics/few-shot-tool-use-skill-transfer-framework