Auto-claude-code-research-in-sleep: Accelerate ML Research While You Rest
From the repo · “ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any LLM agent.”
Use ARIS to automatically discover and validate machine learning (ML) ideas.
"A founder named Alex wants to explore building a chatbot that understands user intent. They create an ARIS automation to cross-review ML models, identify patterns, and set up experiments with Codex. After a few days, ARIS provides Alex with potential chatbot architectures and code snippets, saving them weeks of research time."
- •When you need to automate ML research tasks without being locked into a specific framework
- •When you want to leverage the capabilities of Claude Code, Codex, OpenClaw, or other LLM agents for research
- •When you require a lightweight solution for experiment automation and idea discovery
Create a Markdown file named `research_task.md` with the following content: `# Research Task: Automate cross-model review loops for CLIP model comparison`, then run ARIS to automate the research task
Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.
A prompt/skill package — nothing to install beyond adding it to your AI tool.
mkdir -p ~/.claude/skills/auto-claude-code-research-in-sleep && curl -fsSL https://workflowstacks.com/api/skills/auto-claude-code-research-in-sleep/claude-skill -o ~/.claude/skills/auto-claude-code-research-in-sleep/SKILL.mdOpens the app with this repo with the prompt ready to go — no copy-paste needed.
Auto-claude-code-research-in-sleep: Accelerate ML Research While You Rest is mostly documents (409 doc files, 81 small scripts) — something you read, not something you run. You install it into your AI tool with one command; there is nothing to run yourself. Last commit this month, MIT license.
- 1README.mdStart here — what it does and how to install it
- 2.env.exampleThe API keys and settings you must provide
- 3skills/ablation-planner/SKILL.mdInside skills/ — an example of what the AI is told to do
Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.
A prompt/skill package — nothing to install beyond adding it to your AI tool.
mkdir -p ~/.claude/skills/auto-claude-code-research-in-sleep && curl -fsSL https://workflowstacks.com/api/skills/auto-claude-code-research-in-sleep/claude-skill -o ~/.claude/skills/auto-claude-code-research-in-sleep/SKILL.mdOpens the app with this repo with the prompt ready to go — no copy-paste needed.
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Do this with a working workflow
Pages we wrote and tested that put a skill like this to work — importable n8n templates, outcome guides and Claude Desktop configs.
Triage your inbox automatically
The workflow watches your inbox and classifies each new email by priority with a one-line reason and a draft reply, logging everything to a ranked sheet. You open your day to a triaged list, not a pile.
MCP configGitHub MCP config
Search repos, read code, open issues and PRs from Claude.
Outcome guideReduce meeting no-shows automatically
Keep your meetings in a Google Sheet. Every morning the workflow emails a warm, confirming reminder to anyone scheduled for the next day — automatically, in your voice.
Review Watchdog
Catch every bad review the day it lands — with a reply ready.
Includes the tested workflow and a written setup playbook. Needs: Google Places API key (free tier).
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