Automate ML research loops with ARIS skills SKILL.md skillA
Automate ML research loops with ARIS skills from agentskillexchange/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add agentskillexchange/skills/Automate ML research loops with ARIS skills@git:20260710.62afd0fPins git:20260710.62afd0f in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- agentskillexchange/skills
- Path
skills/automate-ml-research-loops-with-aris-skills/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260710.62afd0f, committed Jul 10, 2026
- First version recorded
- May 18, 2026
- Size
- 2,763 bytes
- Repository stars
- 62
- License
- MIT
Use ARIS to run Markdown-based agent skills for literature review, idea discovery, cross-model critique, experiment planning, and paper-writing support.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Automate ML research loops with ARIS skills Use ARIS to run Markdown-based agent skills for literature review, idea discovery, cross-model critique, experiment planning, and paper-writing support. ## Prerequisites ARIS skills or ARIS-Code CLI, Claude Code/Codex/OpenClaw-compatible agent, configured model providers ## Installation Use the upstream install or setup path that matches your environment: - git clone https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep.git - npm install -g @openai/codex - pip install deepxiv-sdk - pip install exa-py Requirements and caveats from upstream: - 🪶 **Radically lightweight — zero dependencies, zero lock-in.** The entire system is plain Markdown files. No framework to learn, no database to maintain, no Docker to configure, no daemon to babysit. Every skill is a... - **2026-04-03** — ☁️ **[Modal serverless GPU](skills/serverless-modal/SKILL.md)** — no GPU? gpu: modal in CLAUDE.md, one command (modal run launcher.py), no SSH, no Docker, auto scale-to-zero. **$30/month free tier** —... Basic usage or getting-started notes: …
Read the whole file at its exact version.
How to install
mdr add agentskillexchange/skills/Automate ML research loops with ARIS skills@sha256:4dca16af2ef42406The line at the top of this page pins the label git:20260710.62afd0f, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_vjevx5papkqvzxqh)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between May 18, 2026 and Jul 10, 2026, about one every 26 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260710.62afd0f latest | 2026-07-10 | 62afd0f | 2,763 B | A | view · diff |
| git:20260710.2925510 | 2026-07-10 | 2925510 | 1,736 B | B | view · diff |
| git:20260518.2d3c27b | 2026-05-18 | 2d3c27b | 2,752 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (2763 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
agentskillexchange/skills · 62 stars · license MIT · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_vjevx5papkqvzxqh GET https://markdownregistry.com/api/v1/resolve?ref=agentskillexchange/skills/Automate ML research loops with ARIS skills GET https://markdownregistry.com/api/v1/blob/4dca16af2ef42406c1d6bc7b11ae9d9fd48badff9c188ecd5726936c26413b5f
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.