#self-evolving-agents

1 articles

01 ·Paper Deep-Dives·★ MEMBER·PAPER·7 min read Paper Explained: EVISKILL — Rewriting an Agent's Playbook from Replayable Evidence A framework for automatically revising an LLM agent's skill document that pins every proposed edit to the exact trajectory steps that motivated it, then re-runs only those steps to check the edit actually works. It posts the best accuracy in 14 of 18 benchmark–model settings.