agentskillexchange/skills · skills/automate-ml-research-loops-with-aris-skills/SKILL.md

Automate ML research loops with ARIS skills skillA

Automate ML research loops with ARIS skills is agent-read markdown (skill) from agentskillexchange/skills: Use ARIS to run Markdown-based agent skills for literature review, idea discovery, cross-model critique, experiment planning, and paper-writing support..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add agentskillexchange/skills/Automate ML research loops with ARIS skills@git:20260710.62afd0f
Exact content
mdr add agentskillexchange/skills/Automate ML research loops with ARIS skills@sha256:4dca16af2ef42406

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_vjevx5papkqvzxqh.svg)](https://markdownregistry.com/a/art_vjevx5papkqvzxqh)

0 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260710.62afd0f latest2026-07-10 62afd0f 2,763 BA view · diff
git:20260710.29255102026-07-10 2925510 1,736 BB view · diff
git:20260518.2d3c27b2026-05-18 2d3c27b 2,752 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • 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

GitHub

agentskillexchange/skills · 40 stars · license MIT · pushed 2026-09-17 · 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

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.