wmux
★ 100
vs
Auto-claude-code-research-in-sleep
★ 11.0k
wmux vs Auto-claude-code-research-in-sleep
wmux: wmux is a native Windows terminal multiplexer with browser automation and MCP server integration, enabling AI agents like Claude Code to control browsers and terminals in split panes. It persists sessions across restarts and provides activity detection and notifications.; Auto-claude-code-research-in-sleep: Auto-claude-code-research-in-sleep (ARIS) is a set of custom Claude Code skills for autonomous ML research workflows. It orchestrates cross-model collaboration, with Claude Code executing research tasks and an external LLM (like GPT-5.4) critically reviewing. This system can autonomously discover ideas, run experiments, and write/refine research papers, allowing researchers to wake up to ready-to-submit results.
01
TL;DR
Choose wmux if…Run multiple AI coding agents (e.g., Claude Code, Codex, Gemini CLI) simultaneously in split terminals
Choose Auto-claude-code-research-in-sleep if…Explore new research areas and discover novel ideas through literature surveys and brainstorming.
02
Side-by-Side Comparison
03
Features
wmux01Native Windows terminal multiplexing with split panes, tabs, and workspaces
02Built-in browser automation via Chrome DevTools Protocol (CDP) for clicking, filling, screenshots, and JS execution
03Automatic MCP integration with Claude Code for terminal and browser control
04Session persistence across app restarts and system reboots
05Activity detection with taskbar flash and toast notifications
Auto-claude-code-research-in-sleep0118 composable skills for flexible workflow chaining.
02Automated idea discovery including literature survey, brainstorming, novelty check, and GPU pilot experiments.
03Autonomous multi-round review loop to iteratively improve research with experiments.
04Comprehensive paper writing pipeline from narrative to submission-ready LaTeX/PDF.
05Cross-model collaboration for adversarial review, breaking single-model blind spots.
04
Use Cases
wmux↳Run multiple AI coding agents (e.g., Claude Code, Codex, Gemini CLI) simultaneously in split terminals
↳AI agent autonomously controls a browser to perform web tasks like searching and form filling
↳Monitor and manage long-running AI agent tasks with session persistence and notifications
Auto-claude-code-research-in-sleep↳Explore new research areas and discover novel ideas through literature surveys and brainstorming.
↳Automate the iterative review and refinement of research projects, including running experiments, until submission-ready.
↳Transform research narratives into submission-ready academic papers with a full writing and formatting pipeline.
05
Best For
wmuxTrendingBrowser AutomationWorkflow Automation
Auto-claude-code-research-in-sleepTrendingMulti-AgentWorkflow Automation
FAQ
FAQ
What is the difference between wmux and Auto-claude-code-research-in-sleep?
Both wmux and Auto-claude-code-research-in-sleep are in the Browser Automation category. wmux has 100 stars, while Auto-claude-code-research-in-sleep has 11.0k stars.
Which is better, wmux or Auto-claude-code-research-in-sleep?
The best choice depends on your use case. Choose wmux if Run multiple AI coding agents (e.g., Claude Code, Codex, Gemini CLI) simultaneously in split terminals, and Auto-claude-code-research-in-sleep if Explore new research areas and discover novel ideas through literature surveys and brainstorming..
Is wmux free or open source?
Yes, wmux is open source on GitHub (MIT).
Is Auto-claude-code-research-in-sleep free or open source?
Yes, Auto-claude-code-research-in-sleep is open source on GitHub (MIT).
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