{"id":"7052b85c-1cc4-4d1e-8328-df88a4d24709","shortId":"7VXVER","kind":"skill","title":"Automate ML research loops with ARIS skills","tagline":"Use ARIS to run Markdown-based agent skills for literature review, idea discovery, cross-model critique, experiment planning, and paper-writing support.","description":"# Automate ML research loops with ARIS skills\n\nUse ARIS to run Markdown-based agent skills for literature review, idea discovery, cross-model critique, experiment planning, and paper-writing support.\n\n## Prerequisites\n\nARIS skills or ARIS-Code CLI, Claude Code/Codex/OpenClaw-compatible agent, configured model providers\n\n## Installation\n\nUse the upstream install or setup path that matches your environment:\n- git clone https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep.git\n- npm install -g @openai/codex\n- pip install deepxiv-sdk\n- pip install exa-py\n\nRequirements and caveats from upstream:\n- 🪶 **Radically lightweight — zero dependencies, zero lock-in.** The entire system is plain Markdown files. No framework to learn, no database to maintain, no Docker to configure, no daemon to babysit. Every skill is a...\n- **2026-04-03** — ☁️ **[Modal serverless GPU](skills/serverless-modal/SKILL.md)** — no GPU? gpu: modal in CLAUDE.md, one command (modal run launcher.py), no SSH, no Docker, auto scale-to-zero. **$30/month free tier** —...\n\nBasic usage or getting-started notes:\n- **v0.4.10** (2026-05-17) — Stream + MCP reliability + multi-provider pricing. C6 whole-stream restart in Anthropic MessageStream + OpenAI SSE loop on chunk decode failure / premature EOF (ARIS_STREAM_RETRY, default 2,...\n- 🌙 **Let Claude Code do research while you sleep.** Wake up to find your paper scored, weaknesses identified, experiments run, and narrative rewritten — autonomously.\n- Custom [Claude Code](https://docs.anthropic.com/en/docs/claude-code) skills for autonomous ML research workflows. These skills orchestrate **cross-model collaboration** — Claude Code drives the research while an exter...\n\n- Source: https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep\n- Extracted from upstream docs: https://raw.githubusercontent.com/wanshuiyin/Auto-claude-code-research-in-sleep/HEAD/README.md\n\n## Documentation\n\n- https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep\n\n## Source\n\n- [Agent Skill 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