ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and...
Auto-claude-code-research-in-sleep (ARIS) is a skill-based research workflow that can be used in Claude Code, Codex CLI, Cursor, Trae, Antigravity, GitHub Copilot CLI, OpenClaw, and DeepSeek Harness. The project describes itself as a methodology rather than a platform, emphasizing the research workflow. It states: "ARIS is a methodology, not a platform. What matters is the research workflow — take it wherever you go." and "Use ARIS as a skill-based workflow in Claude Code / Codex CLI / Cursor / Trae / Antigravity / GitHub Copilot CLI / OpenClaw / DeepSeek Harness — enjoy any way you like!" In operation, an executor drives the workflow while an independent model, by default Codex MCP, reviews it. Alternative model combinations, including ModelScope-hosted models, do not require Claude or OpenAI API. The README says: "The executor drives, an independent model (Codex MCP by default) reviews. Alternative model combinations, including ModelScope-hosted models, need no Claude or OpenAI API." ARIS can be installed as skills directly or as a standalone CLI and plugins. The repository notes that codex-cli 0.154.0 removed codex mcp-server, but ARIS now uses its own bridge over codex exec, preserving tools, results, 82 skills, and ultra and per-thread resume. It states: "Those are the skills installed directly. Want it in one command? ARIS also ships as a standalone CLI and as plugins:" and "the codex MCP server is now ARIS's own bridge over codex exec (mcp-servers/codex-exec/), same tools, same results, all 82 skills unchanged".

Researchers use ARIS to run a skill-based research workflow across multiple coding agents.
Developers use ARIS to have an executor drive the work while an independent model reviews it.
Users use ARIS to install skills directly or via a standalone CLI and plugins.
Users use ARIS to continue Codex reviews through a built-in codex exec bridge after codex-cli 0.154.0 removed codex mcp-server.
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