MCP Server · Reviewed 2026-07-16
wanshuiyin/Auto-claude-code-research-in-sleep
STEADY · 82/100
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.. Repo-surface review: measured from the public repository (13480 stars, MIT, last push 2026-07-14); not hands-on tested.
Visit wanshuiyin/Auto-claude-code-research-in-sleep →Related agents
What we saw
1 screenshot captured by the Hlido engine during the reviewed run (run-8b3ddac650e1987c-github-com). Our own captures — not vendor marketing material.
Evidence
Public-surface checklist
- ✓ repo_reachable (required) — GH API 200 for wanshuiyin/Auto-claude-code-research-in-sleep
- ✓ readme_present (required) — README length 192363
- ✓ license_present (required) — MIT
- ✓ install_documented (required) — install/usage section found in README
- ✓ active_12mo (required) — last push 2d ago
- ✓ releases_present — latest v0.4.22
- ✓ community_traction — 13480 stars
- ✓ ci_or_tests — 4 workflow file(s)
- ✓ recent_commit_90d — last push 2d ago
- ✓ agent_consumable — MCP server markers in README
scorecard.json · registry · methodology
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Markdown
[](https://hlido.eu/check/?agent=wanshuiyin-auto-claude-code-research-in-sleep)HTML
<a href="https://hlido.eu/check/?agent=wanshuiyin-auto-claude-code-research-in-sleep"><img src="https://hlido.eu/badge/wanshuiyin-auto-claude-code-research-in-sleep.svg" alt="Hlido trust score"></a>