wanshuiyin/Auto-claude-code-research-in-sleep

Worth installing(Strong adoption and recent activity)

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.

Why this repo matters

Enables autonomous ML research via lightweight Markdown skills compatible with Claude Code, Codex, and other LLM agents.
Facilitates cross-model review loops and experiment automation without proprietary framework dependencies or vendor lock-in.
Gained significant traction recently, indicating strong developer interest in agent-driven research automation workflows.

Key Metrics

Stars: 16.5k
Forks: 1.4k
Open Issues: 70
Stars (7d delta): 0
Stars (30d delta): 869

Scores & Metadata

Trend Velocity Score: 0.00
Opportunity Score: 25.00
Confidence Score: 100.00
Language: Python
License: MIT
Topics:
🏷️ ai-research 🏷️ ai-tools 🏷️ aris 🏷️ autonomous-agent 🏷️ claude 🏷️ claude-code 🏷️ claude-code-skills 🏷️ codex 🏷️ deep-learning 🏷️ gpt 🏷️ idea-generation 🏷️ llm 🏷️ machine-learning 🏷️ mcp

Star History

16.5k stars+4.3k over 40 snapshots6/17/2026 – 9/22/2026

Links & Sources

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