wanshuiyin/Auto-claude-code-research-in-sleep
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.
Build with Backblaze B2
SDKs, agent skills, IDE extensions, and reference pipelines from Backblaze Labs. All open source.
Loading star history...
Where it stands
Rank, growth pace and release cadence relative to everything GStars tracks.
5 releases in the last 90 days, the latest 43 days ago, with 90 contributors on GitHub.
Use Cases & Benefits
- Automates machine learning research workflows using lightweight Markdown-only skills for cross-model review loops, idea discovery, and experiment automation.
- Offers framework-agnostic, lock-in-free integration with multiple LLM agents like Claude Code, Codex, and OpenClaw for flexible autonomous research.
- Use for accelerating academic paper review and writing by automating structured critique and synthesis with AI agents.
- Use for managing iterative AI experiment workflows with automated planning, drafting, adversarial review, and persistent knowledge capture.
- Use for extending autonomous research methodologies to non-academic domains such as investment due diligence, legal research, and market analysis.
Should you depend on it?
License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.
License
MIT
Permissive: commercial use, modification and redistribution are allowed with attribution.
Community files
- README: present
- Contributing guide: present
Watch-outs
No watch-outs from GStars' checks.
General guidance from repository metadata, not legal advice. How we score
From the README
💡 Use ARIS as a skill-based workflow in Claude Code / Codex CLI / Cursor / Trae / Antigravity / GitHub Copilot CLI / OpenClaw / DeepSeek Harness, or get the full experience with the standalone ARIS-Code CLI — enjoy any way you like!
🐋 On DeepSeek Harness it installs as one plugin:
dsh plugin --profile web add dsh-aris(fetches from npm by itself — no separate install step, butpnpmmust be onPATH) — all 82 skills unchanged, Codex still the independent reviewer. Setup and limits on thedsh-arisbranch.🌱 ARIS is a methodology, not a platform. What matters is the research workflow — take it wherever you go.
🤖 AI agents: Read
AGENT_GUIDE.mdinstead — structured for LLM consumption, not human browsing.🛡️ ARIS audits its own output → now Anti-Autoresearch audits everyone's. 61 signals — 46 integrity hack-patterns in 8 families, 13 AI-style impressions, 2 advisory — checked end-to-end into a deterministic, reviewer-ready report. Self-consistency + fabrication forensics, not an AI-text detector.
Daily snapshots
Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots
+3,417 stars over 71 days across 8 snapshot days; best day +78 on Sep 2.
Forks
1.5K+179
Open issues
74+11
Compared with peers in AI Agents
Fastest-growing repositories GStars tracks in this cohort for the week of Nov 8, by 7-day star growth
| Repository | Stars | +7d | Health | Last release |
|---|---|---|---|---|
| morluto/rea | 450.0K | +22.9K | 75 | 16 days ago |
| vercel-labs/agent-desktop | 21.4K | +8.7K | 75 | 5 days ago |
| milind-soni/OpenMausBot | 20.6K | +8.4K | 75 | today |
| stablyai/orca | 121.4K | +6.7K | 75 | today |
| thedotmack/claude-mem | 115.8K | +4.7K | 75 | today |
| wanshuiyin/Auto-claude-code-research-in-sleep | 19.0K | — | 75 | 43 days ago |
| Category median | 115.8K | +8.4K | 75 | — |
Discover Repositories
Search across tracked repositories by name or description