{"slug":"dstackai-dstack-prototyping","source_name":"dstackai/dstack-prototyping","name":"Dstackai/Dstack Prototyping","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.","version":1,"lift":{"pass_rate_delta_pts":37.5,"pass_rate_pct":87.5,"total_cases":24,"passed_cases":21,"tokens_delta_pct":-4,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-13T08:52:21.803031+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":37.5,"with_pass_pct":87.5,"without_pass_pct":50,"tokens_delta_pct":-4,"turns_delta_pct":0,"total_cases":24,"cases_aggregated":23,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-13T08:52:21.803031+00:00","run_id":"e018a87a-e069-4e17-8ec4-fea5c2cd5c91","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"MPL-2.0","install_count":0,"manifest_hash":"922f646d20a279aa2497a5a62eba550cd01d815d3b4c635e8a132ed1b95e8b90","raw_url":"https://app.decimal.ai/s/dstackai-dstack-prototyping/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/dstackai-dstack-prototyping"}