dstack
Facilitates GPU provisioning and orchestration across clouds and Kubernetes, streamlining workload management for AI and data tasks.
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The dstack skill was audited on Feb 9, 2026 and we found 40 security issues across 3 threat categories, including 1 critical. Review the findings below before installing.
Categories Tested
Security Issues
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Curl to non-GitHub URL
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| 192 | curl http://localhost:3000/proxy/services/<project name>/<run name>/v1/chat/completions \ |
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Access to hidden dotfiles in home directory
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| 23 | 2. `dstack` CLI - For applying configurations and managing resources; CLI can be pointed to the server and a particular default project (`~/.dstack/config.yml` or via `dstack project` CLI command); ot |
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Access to hidden dotfiles in home directory
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| 244 | identity_file: ~/.ssh/id_rsa |
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Access to hidden dotfiles in home directory
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| 410 | **What is attaching?** Attaching connects to an existing run to restore port forwarding (for tasks/services with ports) and enable SSH access. The run name becomes an SSH alias (e.g., `ssh my-run-name |
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Access to SSH directory
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| 244 | identity_file: ~/.ssh/id_rsa |
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Access to SSH directory
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| 410 | **What is attaching?** Attaching connects to an existing run to restore port forwarding (for tasks/services with ports) and enable SSH access. The run name becomes an SSH alias (e.g., `ssh my-run-name |
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External URL reference
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| 11 | `dstack` is a tool that allows to provision and orchestrate GPU workloads across [GPU clouds and Kubernetes clusters](https://dstack.ai/docs/concepts/backends.md) or on-prem clusters (SSH fleets). |
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External URL reference
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| 123 | [Concept documentation](https://dstack.ai/docs/concepts/dev-environments.md) | [Configuration reference](https://dstack.ai/docs/reference/dstack.yml/dev-environment.md) |
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| 151 | - [Single-node training (TRL)](https://dstack.ai/examples/single-node-training/trl/index.md) |
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| 152 | - [Single-node training (Axolotl)](https://dstack.ai/examples/single-node-training/axolotl/index.md) |
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| 153 | - [Distributed training (TRL)](https://dstack.ai/examples/distributed-training/trl/index.md) |
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| 154 | - [Distributed training (Axolotl)](https://dstack.ai/examples/distributed-training/axolotl/index.md) |
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| 155 | - [Distributed training (Ray+RAGEN)](https://dstack.ai/examples/distributed-training/ray-ragen/index.md) |
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| 156 | - [NCCL/RCCL tests](https://dstack.ai/examples/clusters/nccl-rccl-tests/index.md) |
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| 158 | [Concept documentation](https://dstack.ai/docs/concepts/tasks.md) | [Configuration reference](https://dstack.ai/docs/reference/dstack.yml/task.md) |
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External URL reference
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| 188 | - With gateway: `https://<run name>.<gateway domain>/` |
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| 192 | curl http://localhost:3000/proxy/services/<project name>/<run name>/v1/chat/completions \ |
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| 198 | **Gateways:** Set up a [gateway](https://dstack.ai/docs/concepts/gateways.md) before running services to enable custom domains, HTTPS, auto-scaling rate limits, and production-grade endpoint managemen |
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| 201 | - [SGLang](https://dstack.ai/examples/inference/sglang/index.md) |
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| 202 | - [vLLM](https://dstack.ai/examples/inference/vllm/index.md) |
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| 203 | - [NIM](https://dstack.ai/examples/inference/nim/index.md) |
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| 204 | - [TensorRT-LLM](https://dstack.ai/examples/inference/trtllm/index.md) |
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| 206 | [Concept documentation](https://dstack.ai/docs/concepts/services.md) | [Configuration reference](https://dstack.ai/docs/reference/dstack.yml/service.md) |
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| 216 | Dynamically provision instances from configured [backends](https://dstack.ai/docs/concepts/backends.md). Use the `nodes` property for on-demand scaling: |
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| 250 | [Concept documentation](https://dstack.ai/docs/concepts/fleets.md) | [Configuration reference](https://dstack.ai/docs/reference/dstack.yml/fleet.md) |
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| 295 | [Concept documentation](https://dstack.ai/docs/concepts/volumes.md) | [Configuration reference](https://dstack.ai/docs/reference/dstack.yml/volume.md) |
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| 522 | 3. Refer to the [Troubleshooting guide](https://dstack.ai/docs/guides/troubleshooting.md) for guidance |
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| 527 | - [Overview](https://dstack.ai/docs/overview.md) |
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| 528 | - [Installation](https://dstack.ai/docs/installation.md) |
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| 529 | - [Quickstart](https://dstack.ai/docs/quickstart.md) |
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| 532 | - [Secrets](https://dstack.ai/docs/concepts/secrets.md) - Manage sensitive credentials |
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| 533 | - [Projects](https://dstack.ai/docs/concepts/projects.md) - Projects isolate the resources of different teams |
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| 534 | - [Metrics](https://dstack.ai/docs/concepts/metrics.md) - Track GPU utilization |
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| 535 | - [Events](https://dstack.ai/docs/concepts/events.md) - Monitor system events |
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| 538 | - [Server deployment](https://dstack.ai/docs/guides/server-deployment.md) (for server administration) |
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| 539 | - [Pro tips](https://dstack.ai/docs/guides/protips.md) |
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| 542 | - [AMD](https://dstack.ai/examples/accelerators/amd/index.md) |
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| 543 | - [Google TPU](https://dstack.ai/examples/accelerators/tpu/index.md) |
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| 544 | - [Tenstorrent](https://dstack.ai/examples/accelerators/tenstorrent/index.md) |
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| 546 | **Full documentation:** https://dstack.ai/llms-full.txt |
Scanned on Feb 9, 2026
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Categorydevelopment
UpdatedMay 21, 2026
majiayu000/claude-skill-registry