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ARIS — Auto Research in Sleep

Skill Data & Analytics Usable

Markdown-based skills for autonomous ML research loops: cross-model review, idea discovery, experiment automation. Works while you sleep. ~1.2K stars.

5,555 starsMIT (commercial OK)FreeQuick setup
Fair rating — This tool is functional but has notable gaps. Review the evaluation notes below before deploying.

Autonomous ML research loops that run cross-model review, idea discovery, and experiment automation while you sleep. Designed for overnight batch research. ~1.2K stars.

ML researchers and data scientists who want to queue up research tasks for Claude to execute autonomously during off-hours.

Claude Code Claude Cowork Claude Chat

https://github.com/wanshuiyin/Auto-claude-code-research-in-s...

By wanshuiyin

How to Get It

Option 1: Claude Desktop App (Code Mode)Click the + button next to the prompt box → PluginsAdd plugin. Search and click Install. Skills work in Claude Code only.
Option 2: Paste into Claude CodeCopy the command below and paste it into your conversation. Claude will install it.
Command
claude plugins install wanshuiyin/Auto-claude-code-research-in-sleep

Tip: Paste this into a Claude Code conversation. Verify command matches your Claude Code version.

CostFree

Trust Signals Source Reviewed

Stars5,555Contributors42Last updated2026-04-05LicenseMIT (OK for commercial use)Known CVEsNone found

Data & Access

Data processingPrompts sent to Anthropic API. Enterprise/Team plans exclude training.

Community Pulse Growing

Discussed on Reddit

12 mentions across 1 sources

Reviewer notes

Source Reviewed review. These are observations, not a security certification.

Niche ML research skills. Star count may be inflated vs actual adoption. Legitimate Claude Code skills.

How to evaluate tools before deploying →

Data shown here comes from public APIs and automated scanning. Reviewer notes reflect one person's experience. This is not a security certification or legal recommendation. Always evaluate tools according to your own organization's policies.

Evaluation

Ease of Use
3/5
Versatility
2/5
Reliability
3/5
Security
3/5
Overall score2.75 / 5.00 UsableEvaluatedApr 2026
Niche ML research skills. Star count may be inflated vs actual adoption. Legitimate Claude Code skills.

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