# 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.

- Skill: `dstackai/dstack-presets` (Agent Skill)
- Install (CLI): `npx skillmds@latest add dstackai/dstack-presets`
- Raw SKILL.md: https://api.skillmd.com/api/skills/dstackai/dstack-presets/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: dstackai (https://skillmd.com/u/dstackai)
- Updated: 2026-09-09
- Page: https://skillmd.com/skills/dstackai/dstack-presets

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# dstack Presets

Use `/dstack` for CLI commands, YAML fields, apply behavior, fleets, and other
dstack syntax. This skill covers creating and managing presets.

## Overview

Presets offer two things: a toolkit that streamlines model inference optimization using agents, and a portable format that deploys the final preset to any cloud, Kubernetes cluster, or bare-metal fleet. A preset holds the serving configuration that produced the result, the benchmark it reached, and the exact hardware it was verified on.

Presets are used for three kinds of work: finding an optimized baseline, optimizing through patching source code, and supporting new hardware.

**When to use this skill:**
- The user explicitly asks to create a preset, or to optimize model inference via a preset
- Managing already created presets: watching sessions, listing, exporting, and deleting them via `dstack preset` commands

**When NOT to use this skill:**
- Deploying or serving a model: use a service instead (see the `dstack` skill)

## How to use presets

Follow the [presets documentation](https://dstack.ai/docs/concepts/presets.md).

[Configuration reference](https://dstack.ai/docs/reference/dstack.yml/preset.md) | [CLI reference](https://dstack.ai/docs/reference/cli/dstack/preset.md)