From 651873367cf4b30b6bf0824263a81f8dcccba091 Mon Sep 17 00:00:00 2001 From: xxl007 Date: Fri, 20 Feb 2026 14:46:49 +0100 Subject: [PATCH] Update academic papers section in README Added new academic paper on benchmarking agent skills. --- README.md | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index efe6652..0e30806 100644 --- a/README.md +++ b/README.md @@ -162,10 +162,11 @@ Evaluation frameworks and deeper technical reading. ### Academic Papers -- [Agent Skills Enable a New Class of Realistic and Trivially Simple Prompt Injections](https://arxiv.org/abs/2510.26328) (2025) - Paper: Security analysis of skill-file prompt injection risks. -- [A survey of agent interoperability protocols](https://arxiv.org/abs/2505.02279) (2025) - Paper: Survey of MCP, Agent Cards, and related protocols. -- [Reinforcement Learning for Self-Improving Agent with Skill Library](https://arxiv.org/abs/2512.17102) (2024) - Paper: Maintaining and improving skill libraries. -- [PolySkill: Learning Generalizable Skills Through Polymorphic Abstraction](https://arxiv.org/abs/2510.15863) (2024) - Paper: Learning transferable skills via abstraction. +- [SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks](https://arxiv.org/abs/2602.12670) (2026) - Benchmark consisting of 86 tasks across 11 domains +- [Agent Skills Enable a New Class of Realistic and Trivially Simple Prompt Injections](https://arxiv.org/abs/2510.26328) (2025) - Security analysis of skill-file prompt injection risks. +- [A survey of agent interoperability protocols](https://arxiv.org/abs/2505.02279) (2025) - Survey of MCP, Agent Cards, and related protocols. +- [Reinforcement Learning for Self-Improving Agent with Skill Library](https://arxiv.org/abs/2512.17102) (2024) - Maintaining and improving skill libraries. +- [PolySkill: Learning Generalizable Skills Through Polymorphic Abstraction](https://arxiv.org/abs/2510.15863) (2024) - Learning transferable skills via abstraction. ## Frequently Asked Questions