---
format: "aidr-story-markdown/v1"
id: "4428c872a95cba5247efed3965e2e90e3a919e3e4b713a881b21f37845c8558c"
canonical_url: "https://aidr.today/4428c872?lang=en"
title: "Socratic Skill Learning: Interleaving Teaching and Practice for Transferable Agent Skills"
lang: "en"
requested_lang: "en"
available_langs: ["en","vi"]
translation_fallback: null
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published_at: "2026-10-22T00:00:00.000Z"
category: "Research"
topics: ["agent"]
source_urls: ["https://huggingface.co/papers/2610.17860"]
summary: "Socratic Skill Learning interleaves expert teaching with student practice to develop transferable agent skills, reaching 0.801 utility on a 22-family, 155-case cohort compared to 0.723 without a skill."
---

# Socratic Skill Learning: Interleaving Teaching and Practice for Transferable Agent Skills

> [Open the canonical story](<https://aidr.today/4428c872?lang=en>)

**Published:** 2026-10-22T00:00:00.000Z
**Category:** Research
**Topics:** agent

## Summary

Socratic Skill Learning interleaves expert teaching with student practice to develop transferable agent skills, reaching 0\.801 utility on a 22\-family, 155\-case cohort compared to 0\.723 without a skill\.

## Sources

- [Story source](<https://huggingface.co/papers/2610.17860>)