OpenAgentSkill Registry Manifest
Skill: dstack-prototyping
Slug: dstackai-dstack-prototyping
Category: research
Description: 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.

Agent fit:
- Decision: 91/100 Production-ready
- Primary fit: Local desktop
- Role: Primary pick

Supply profile:
- Track: Research and knowledge work
- Scenario: Research agents
- Applicable agents: Claude Code, CLI, Codex, Cursor
- Maintenance: 1d since push
- Risk: Needs review

Trust:
- Trust score: 72/100 Strong shortlist
- Audit: 80/100 Needs review

Attribution:
- Status: Registry indexed
- Source: recursive skill source sync
- Creator: dstackai
- Claim URL: https://www.openagentskill.com/skills/dstackai-dstack-prototyping#claim-this-skill

Install:
npx skills add dstackai/dstack --skill dstack-prototyping

URLs:
- Web: https://www.openagentskill.com/skills/dstackai-dstack-prototyping
- API: https://www.openagentskill.com/api/agent/skills/dstackai-dstack-prototyping
- Install API: https://www.openagentskill.com/api/skills/dstackai-dstack-prototyping/install
- Repository: https://github.com/dstackai/dstack/tree/master/skills/dstack-prototyping