---
id: 20260428-T0-16
title: "MolClaw：能自主评估药物分子的分层技能智能体"
title_en: "MolClaw: Autonomous Agent with Hierarchical Skills for Drug Molecule Evaluation"
url: https://ai.daily.yangsir.net/daily/20260428-T0-16
issue_date: 2026-04-28
publish_date: 2026-04-27T04:00:00.000Z
category: research
source_name: "arXiv cs.AI"
source_url: https://arxiv.org/abs/2604.21937
---

# MolClaw：能自主评估药物分子的分层技能智能体

arXiv论文介绍MolClaw智能体，专为药物分子评估、筛选和优化设计。该智能体可协调数十种专业工具完成复杂工作流，解决了当前AI药物发现工具在多步骤任务中性能不稳定的问题。研究显示，MolClaw在分子优化任务中表现出色，有望加速新药研发进程。

## English Version

**MolClaw: Autonomous Agent with Hierarchical Skills for Drug Molecule Evaluation**

The arXiv paper introduces MolClaw, an autonomous agent designed for drug molecule evaluation, screening, and optimization. It coordinates dozens of specialized tools in complex workflows, addressing instability issues in current AI drug discovery tools. MolClaw shows strong performance in molecular optimization, potentially accelerating drug development.

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**来源**：[arXiv cs.AI](https://arxiv.org/abs/2604.21937)

**详情页**：https://ai.daily.yangsir.net/daily/20260428-T0-16

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*智语观潮 · Daily — https://ai.daily.yangsir.net/llms.txt*