RunningTab: Direct Workspace Interaction with Environment-Side Tabs
Much knowledge work produces new deliverables from files a workspace already holds, and LLM agents are beginning to take such work over. Through direct corpus interaction, an agent can search and read any of those files from a terminal with no indexing, and producing a deliverable from many of them in this way is what we call direct workspace interaction (DWI). Reaching the files, however, is only half the task: nothing keeps track of what the task asks for, what has been read, and what was listed but never opened, all of which slip through the context window without leaving a trace, so an agent may extract a figure and still deliver a report without it. To address this, we present RunningTab, a framework that equips direct workspace interaction with an environment-side tab: a per-task rec
通过环境侧标签增强直接工作区交互的框架，提升LLM代理的工作效率与可追溯性。
- 核心方法
- 引入RunningTab框架，在LLM代理的工作环境中添加环境侧标签，用于记录任务需求、已读文件及未打开文件列表，确保信息可追溯。
- 适合谁读
- 研究者、工程师
- 要解决的问题
- 现有LLM代理在处理直接工作区交互任务时，缺乏有效的文件追踪与任务管理能力。
- 关键实验
- 未提供
- 主要贡献
- 提供了一种增强LLM代理直接工作区交互功能的新方法，提高任务完成的质量和效率。
- 意义与局限
- 通过解决信息管理问题，RunningTab有助于提高LLM代理处理复杂任务的能力，但也可能面临性能和隐私方面的挑战。