AgentIndex icon
AgentIndex
whetstone logo
whetstone
★ 35
vs
Auto-claude-code-research-in-sleep logo
Auto-claude-code-research-in-sleep
★ 17.9k

whetstone vs Auto-claude-code-research-in-sleep

whetstone: Whetstone is a Claude Code plugin that enforces disciplined development workflow: plan before coding, verify before claiming done, find root cause before patching, review before merge. It bundles agents, skills, commands, and a skill distillery for PHP, Python, TypeScript, React, and infrastructure workflows.; 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

whetstone logo
whetstoneWorkflow Automation · ★ 35

Teams using Claude Code for real work needing structured development

Read whetstone 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
whetstone logowhetstone
Auto-claude-code-research-in-sleep logoAuto-claude-code-research-in-sleep
Category
Workflow Automation
Workflow Automation
Stars
★ 35
★ 17.9k
License
MIT
MIT
Install Command
/plugin marketplace add https://github.com/iliaal/whetstone && /plugin install whetstone@iliaal-marketplace && /reload-plugins
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, ai-agents, ai-tools
ai-research, ai-tools, aris
03

Features

whetstone logowhetstone
01Enforces disciplined workflow: plan, verify, root cause, review
02Bundles agents, skills, and workflow commands for multiple languages
03Skills activate based on file type and task signals, not manual toggling
04Includes skill distillery for generating and evolving optimized skills
05Supports Claude Code, Codex, OpenCode, and other AI coding agents
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

whetstone logowhetstone
↳Teams using Claude Code for real work needing structured development
↳Solo developers wanting consistency across projects
↳Anyone building with AI agents who need process enforcement
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

whetstone logowhetstone
—
Auto-claude-code-research-in-sleep logoAuto-claude-code-research-in-sleep
Most PopularTrending
FAQ

FAQ

What is the difference between whetstone and Auto-claude-code-research-in-sleep?
Both whetstone and Auto-claude-code-research-in-sleep are in the Workflow Automation category. whetstone has 35 stars, while Auto-claude-code-research-in-sleep has 17.9k stars.
Which is better, whetstone or Auto-claude-code-research-in-sleep?
The best choice depends on your use case. Choose whetstone if Teams using Claude Code for real work needing structured development, and Auto-claude-code-research-in-sleep if Explore new research areas and discover novel ideas through literature surveys and brainstorming..
Is whetstone free or open source?
Yes, whetstone 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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