Auto-claude-code-research-in-sleep
★ 11.0k
vs
markplane
★ 171
Auto-claude-code-research-in-sleep vs markplane
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.; markplane: Markplane stores every task, epic, and plan as a markdown file inside your repo, version-controlled with git, and automatically compressed into token-efficient summaries for AI assistants. It eliminates the need for external SaaS tools, keeping project context within the codebase.
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 markplane if…AI-assisted project management
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.
markplane01Markdown + YAML frontmatter
02AI-optimized context layer
03Web UI
04MCP server
05Cross-references
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.
markplane↳AI-assisted project management
↳Structured memory for autonomous AI agents
↳Version-controlled project planning
05
Best For
Auto-claude-code-research-in-sleepTrendingMulti-AgentWorkflow Automation
markplaneTrendingDev Tooling
FAQ
FAQ
What is the difference between Auto-claude-code-research-in-sleep and markplane?
Both Auto-claude-code-research-in-sleep and markplane are in the Workflow Automation category. Auto-claude-code-research-in-sleep has 11.0k stars, while markplane has 171 stars.
Which is better, Auto-claude-code-research-in-sleep or markplane?
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 markplane if AI-assisted project management.
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 markplane free or open source?
Yes, markplane is open source on GitHub (Apache-2.0).
→