Auto-claude-code-research-in-sleep is 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.

ARIS chains 82 composable skills across the whole research lifecycle — literature & novelty → idea discovery → GPU experiments → autonomous review loop → paper writing → peer review — with cross-model adversarial review (Claude executes · GPT-5.6-Sol xhigh reviews · optional GPT-5.5 Pro via Oracle), anti-hallucination DBLP/CrossRef citations, a persistent Research Wiki , flexible model backends, human-in-the-loop checkpoints, and optional Feishu / Zotero / Obsidian / GPU integrations.