Auto-claude-code-research-in-sleep
★ 11.0k
vs
overmind
★ 75
Auto-claude-code-research-in-sleep vs overmind
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.; overmind: Overmind is the first open-source event-driven AI agent cognitive architecture that serves as an external brain for Claude Code. It provides permanent memory, multi-window fleet collaboration, and pre-answer self-checking to eliminate hallucinations and rework.
01
TL;DR
Choose Auto-claude-code-research-in-sleep if…Explore new research areas and discover novel ideas through literature surveys and brainstorming.
Choose overmind if…Avoid re-introducing projects across sessions
02
Side-by-Side Comparison
03
Features
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.
overmind01Event-driven 6-channel architecture
02Cross-session permanent memory
03Multi-agent fleet real-time collaboration
04Pre-answer self-check for hallucination prevention
05Knowledge graph with 5000+ nodes and 10 relation types
04
Use Cases
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.
overmind↳Avoid re-introducing projects across sessions
↳Run multiple Claude Code windows without conflicts
↳Catch hallucinated code before it reaches you
05
Best For
Auto-claude-code-research-in-sleepTrendingMulti-AgentWorkflow Automation
overmindTrendingMemory & Context
FAQ
FAQ
What is the difference between Auto-claude-code-research-in-sleep and overmind?
Both Auto-claude-code-research-in-sleep and overmind are in the Workflow Automation category. Auto-claude-code-research-in-sleep has 11.0k stars, while overmind has 75 stars.
Which is better, Auto-claude-code-research-in-sleep or overmind?
The best choice depends on your use case. Choose Auto-claude-code-research-in-sleep if Explore new research areas and discover novel ideas through literature surveys and brainstorming., and overmind if Avoid re-introducing projects across sessions.
Is Auto-claude-code-research-in-sleep free or open source?
Yes, Auto-claude-code-research-in-sleep is open source on GitHub (MIT).
Is overmind free or open source?
Yes, overmind is open source on GitHub (MIT).
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