Atoo Studio: Open-Source Workspace for Managing Multi-Project Claude Code Workflows
A developer has released Atoo Studio, an open-source workspace designed specifically for managing workflows when using Claude Code across multiple projects. The tool was built over approximately 2.5 weeks to address the terminal and tab chaos that emerged from heavy Claude Code usage.
Core Problem and Approach
The creator explicitly states they wanted "not another chat wrapper, but a workspace that treats agent work more like software development itself." This distinguishes it from simple interface layers.
Specific Features Extracted from Source
- Session Forking: Allows forking sessions "like Git branches." This suggests versioning or parallel experimentation capabilities for agent interactions.
- Cross-Agent Continuation: Enables continuing "the same session across Claude Code, Codex CLI and Gemini CLI." This indicates session state persistence across different AI coding agent interfaces.
- Integrated Workspace Components: Keeps "preview, DevTools and logs in the same workspace." This consolidates development tools rather than scattering them across windows.
- Real Environment Execution: Lets "agents run real environments instead of just editing files." This implies the workspace provides execution contexts beyond file manipulation.
Development and Current Status
The tool was built using Claude Code as "one of the main tools" during development. It's currently in "very early alpha" with a public repository available. The creator is specifically seeking feedback on whether the session forking/cross-agent continuation approach and application layout represent a useful direction.
Availability
- GitHub Repository: https://github.com/atooai/atoo-studio
- Website: https://atoo.ai/
The tool appears targeted at developers who use multiple AI coding agents across different projects and want a more organized, development-like workflow management system.
📖 Read the full source: r/ClaudeAI
👀 See Also
MCP Server: Comparing Local and Cloud LLMs with Debate Feature
The MCP server enables developers to query local models via Ollama alongside various cloud LLMs, offering features like side-by-side comparison and a structured debate function.
OpenClaw developer builds Kumiho cognitive memory plugin for persistent agent collaboration
A developer created Kumiho, an AI cognitive memory system backed by a knowledge graph, to address OpenClaw's lack of memory across sessions. The openclaw-kumiho plugin hooks into conversations to recall context, capture structured summaries, and maintain versioned creative outputs.
Introducing operate.txt: A YAML spec for AI agents navigating SaaS products
A developer created operate.txt, a YAML file hosted at yourdomain.com/operate.txt that documents screen details, loading states, irreversible actions, and step-by-step paths for AI agents using computer use features. The spec addresses issues like Claude asking 'is this broken?' during legitimate loading screens.
Claude Tag: @Claude on Slack for Multiplayer AI Collaboration
Anthropic launches Claude Tag on Slack — tag @Claude in channels, give it tools, and delegate async tasks. 65% of product team code now created by Claude.