---
title: "New framework lets AI agents rewrite their own skills without retraining the underlying model"
date: 2026-04-08
source: http://www.bing.com/news/apiclick.aspx?ref=FexRss&aid=&tid=69d697cbdb234c5589221df9e1f60df9&url=https%3a%2f%2fventurebeat.com%2forchestration%2fnew-framework-lets-ai-agents-rewrite-their-own-skills-without-retraining-the&c=16154268974021869354&mkt=en-us
description: "Memento-Skills lets AI agents rewrite their own skills using reinforcement learning, hitting 80% task success vs. 50% for standard RAG retrieval."
---

# New framework lets AI agents rewrite their own skills without retraining the underlying model

Memento-Skills lets AI agents rewrite their own skills using reinforcement learning, hitting 80% task success vs. 50% for standard RAG retrieval.

*Published: 2026-04-08*