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dstack-prototyping
dstackai/dstackSkill
Use with the dstack skill for model-serving work when the image, serving command, resources, backend/fleet choice, or service behavior is not proven. Guides task-first prototyping on real hardware, choosing fleets/backends that can reuse idle instances and caches, checking vLLM/SGLang sources, and verifying the final dstack service with a model request.
Why this score
This repo hosts 3 skills, so its 2,284 stars are split between them (about 761 each) for scoring.
Popularity score: 78/100 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 Oct 20, 2026 at commit 3aeeb65f9e17, with Cisco's open-source skill-scanner.
What its code does:
- Downloads content and runs it Whatever it downloads can change after we scanned it.SKILL.md:61
Web addresses in its code:
- docs.sglang.ioSKILL.md:42
- dstack.aiSKILL.md:27
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.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This onedstack-prototyping dstackai/dstack · Skill | 78 | ★ 2.3k | ≈94 always | 16d ago |
| ai-assisted-prototyping RefoundAI/lenny-skills · Skill Same job: ui design | 57 | ★ 1.4k | ≈62 always | 4mo ago |