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ARIS (Auto-Research-In-Sleep) is a lightweight, markdown-based skill system for autonomous ML research. It orchestrates cross-model review loops, automated experiments, and idea generation using Claude Code, Cursor, or any LLM agent. No framework lock-in β just portable skills that work across agents.