autoresearch-ml

Why this score

This repo hosts 2 skills, so its 13 stars are split between them (about 7 each) for scoring.

Popularity score: 47/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank

Security

Scanned Nov 4, 2026 at commit 65f6f60f5915, with Cisco's open-source skill-scanner.

What its code does:

• Runs shell commands Common for dev tools. Read the commands it runs.references/gpu-training-guide.md:2
• Runs code it builds while running (eval or exec) Harder to read ahead of time, since the code is assembled while it runs.assets/train.py:611
• Makes network requestsSKILL.md, assets/prepare.py:68
• Uses dependencies without a pinned version A later version of a dependency could change what runs.assets/pyproject.toml:8 and 7 more

Web addresses in its code:

• astral.shreferences/gpu-training-guide.md:11
• huggingface.coassets/prepare.py:41

These are the sites named in the code, so it's where your data could go. It isn't a complete list: code can build addresses while it runs, and a few of these may be links rather than calls. Whatever you send also goes to the AI model you use.

A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan

Alternatives

Other makers' add-ons that do the same job, next to this one.