ATWZ:为Claude Code Agent团队提供持久工作区
// Persistent Workspaces for Long-Lived Claude Code Agent Teams //
// Persistent Workspaces for Long-Lived Claude Code Agent Teams //
Four issues to be aware of:
> Working state vanishes when a terminal closes and the team cannot be resumed.
> Compaction condenses the conversation and blurs each agent's working detail.
> Decisions and operations get trapped in compacted chats, which accumulates as agentic technical debt.
> Every handoff needs another long prompt.
ATWZ is a filesystem operations layer built around Claude Code's native Agent Teams. Each agent gets a workstation directory holding its working state alongside the skills, hooks and scripts that maintain those files. The team backs up periodically so knowledge survives compaction, and a single command restores the whole team after the process ends.
Agents also send documents to one another inside the workspace, which replaces most of the handoff prompt writing.
Paper: https://arxiv.org/abs/2607.22917
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更进一步:量化金融体系
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