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Updated 1d ago

by dstackai

dstack

A unified orchestration layer for heterogeneous AI compute. It standardizes how to manage compute and run training and inference on GPU clouds, Kubernetes, VMs, or bare-metal clusters.

  • Active — Updated in the last 14 days
View on GitHub (opens in a new tab)

2.3k GitHub stars (2,283)

+23 in 20 days

Stars gained per day · daily snapshots since Sep 26
Stars gained per day, Sep 26 to Oct 16: +23 in total; the busiest day was Oct 2 with +4 stars.Sep 27: 0 starsSep 28: 0 starsSep 29: +3 starsSep 30: +1 starsOct 1: +1 starsOct 2: +4 starsOct 3: +2 starsOct 4: 0 starsOct 5: 0 starsOct 6: −1 starsOct 7: +2 starsOct 8: −1 starsOct 9: +1 starsOct 10: +1 starsOct 11: +4 starsOct 12: 0 starsOct 13: +2 starsOct 14: +1 starsOct 15: +3 starsOct 16: 0 stars
Stars gained between daily snapshots
PeriodNew stars
Sep 270
Sep 280
Sep 29+3
Sep 30+1
Oct 1+1
Oct 2+4
Oct 3+2
Oct 40
Oct 50
Oct 6−1
Oct 7+2
Oct 8−1
Oct 9+1
Oct 10+1
Oct 11+4
Oct 120
Oct 13+2
Oct 14+1
Oct 15+3
Oct 160
  • 3 skills (3 skills found in its SKILL.md files)
  • 269 forks (269 forks)
  • 1d ago last update (Last updated 1d ago)

Install

Skills CLI

npx skills add dstackai/dstack

Asks which skills and agents to install. Just one: npx skills add dstackai/dstack --skill dstack-presets — add -g for every project.

Claude Code

git clone https://github.com/dstackai/dstackcp -r "dstack/skills/dstack-presets" ~/.claude/skills/

Copies the dstack-presets skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.

Plugin

/plugin marketplace add dstackai/dstack

Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.

Skills can run code on your machine — read the SKILL.md first.

What it does

In the author's own words, from each skill's SKILL.md.

  • dstack-presets

    Create and manage dstack presets: a toolkit that streamlines model inference optimization with agents, and a portable preset format. Use together with the dstack skill, and only when the user explicitly asks to create a preset or manage existing presets, not for deploying or serving a model.

    skills/dstack-presets/SKILL.md on GitHub (opens in a new tab)

  • dstack-prototyping

    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.

    skills/dstack-prototyping/SKILL.md on GitHub (opens in a new tab)

  • dstack

    dstack is an open-source control plane for GPU provisioning and orchestration across GPU clouds, Kubernetes, and on-prem clusters.

    skills/dstack/SKILL.md on GitHub (opens in a new tab)

Review before you install

A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.