Auto-claude-code-research-in-sleepMCP Server45/100 via “skill-based workflow composition with markdown-only definitions”
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.
Unique: Defines research capabilities as markdown-only skills with no framework lock-in. Skills are composable, shareable, and customizable without code changes. This enables non-technical researchers to build custom research pipelines and share methodologies as markdown files. Most research frameworks require code; ARIS uses markdown for accessibility.
vs others: More accessible than code-based frameworks because non-technical researchers can customize workflows by editing markdown; more flexible than rigid pipelines because skills can be reordered and combined in different ways.