AgentIndex icon
AgentIndex
Vibe-Skills logo
Vibe-Skills
★ 3.8k
vs
Auto-claude-code-research-in-sleep logo
Auto-claude-code-research-in-sleep
★ 17.9k

Vibe-Skills vs Auto-claude-code-research-in-sleep

Vibe-Skills: VibeSkills is invoked as a Skill ($vibe or /vibe) in agents that support local Skills. It clarifies the task, splits it into verifiable parts, shortlists relevant Skills from a local index, assigns them to the work and checks the combined result, keeping a task record a later session can resume.; 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

Vibe-Skills logo
Vibe-SkillsWorkflow Automation · ★ 3.8k

Use a large personal or team Skill library without picking Skills by hand

Read Vibe-Skills full review →
Auto-claude-code-research-in-sleep logo
Auto-claude-code-research-in-sleepWorkflow Automation · ★ 17.9k
When to choose:
  • You use Claude Code and want an autonomous skill loop for machine learning research that ideates, executes experiments, and reviews results overnight.
  • You want a dual-model peer-review mechanism where a secondary LLM audits research ideas and code before running.
When to skip:
  • You need an autonomous web-search deep research agent for general factual reports; GPT Researcher is tailored for text reports.
  • You do not use Claude Code CLI or prefer a graphical node-based workflow builder.
Read Auto-claude-code-research-in-sleep full review →
02

Side-by-Side Comparison

Field
Vibe-Skills logoVibe-Skills
Auto-claude-code-research-in-sleep logoAuto-claude-code-research-in-sleep
Category
Workflow Automation
Workflow Automation
Stars
★ 3.8k
★ 17.9k
License
Apache-2.0
MIT
Install Command
—
git clone https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep.git && cp -r Auto-claude-code-research-in-sleep/skills/* ~/.claude/skills/ && npm install -g @openai/codex && claude mcp add codex -s user -- codex mcp-server
Updated
1d ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
agent-skills, skill-routing, workflow
ai-research, ai-tools, aris
03

Features

Vibe-Skills logoVibe-Skills
01Local index of installed Skills with candidate shortlisting
02Task decomposition into verifiable work units with dependencies
03Final acceptance checks across all outputs
04Task records (plan, execution, acceptance report) for resuming and review
Auto-claude-code-research-in-sleep logoAuto-claude-code-research-in-sleep
0118 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

Vibe-Skills logoVibe-Skills
↳Use a large personal or team Skill library without picking Skills by hand
↳Run multi-deliverable tasks such as an experiment, report and slide deck
↳Keep an auditable plan-versus-result record for agent work
Auto-claude-code-research-in-sleep logoAuto-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

Vibe-Skills logoVibe-Skills
Trending
Auto-claude-code-research-in-sleep logoAuto-claude-code-research-in-sleep
Most PopularTrending
FAQ

FAQ

What is the difference between Vibe-Skills and Auto-claude-code-research-in-sleep?
Both Vibe-Skills and Auto-claude-code-research-in-sleep are in the Workflow Automation category. Vibe-Skills has 3.8k stars, while Auto-claude-code-research-in-sleep has 17.9k stars.
Which is better, Vibe-Skills or Auto-claude-code-research-in-sleep?
The best choice depends on your use case. Choose Vibe-Skills if Use a large personal or team Skill library without picking Skills by hand, and Auto-claude-code-research-in-sleep if Explore new research areas and discover novel ideas through literature surveys and brainstorming..
Is Vibe-Skills free or open source?
Yes, Vibe-Skills is open source on GitHub (Apache-2.0).
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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Related

Alternatives to Vibe-Skills →Alternatives to Auto-claude-code-research-in-sleep →Vibe-Skills details →Auto-claude-code-research-in-sleep details →