القائمة
Deploy trained robot policies to edge fleets via FluxCD GitOps, image automation, and deployment gating
يُحدَّد Prompt الذي يراجع المصدر أولًا بشكل افتراضي. يمكنك التبديل إلى أمر مباشر أو تنزيل نسخة محلية.
اقرأ SKILL.md وأي ملفات مرافقة يعرضها SkillsMP قبل أن تقرر التثبيت.
استنادا إلى تصنيف SOC المهني
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
يتجاوز الأمر المباشر Prompt المخصّص للمراجعة. افحص المصدر قبل تشغيله.
npx skills add https://github.com/microsoft/physical-ai-toolchain --skill fleet-deploymentيبقى الأمر في سطر واحد. مرّر أفقيًا لمراجعته كاملًا قبل النسخ.
تفضّل نسخة محلية؟ نزّل الملفات المتاحة حاليًا لدى SkillsMP.
عرض SKILL.md
Generate, transfer, and consume environment-specific Azure, AKS, OSMO, ACR, and Azure ML deployment bundles. Use when: discovering deployed environment details; creating OSMO image manifests or platform values; preparing a HiL host; uploading or downloading deployment files through Azure Key Vault; or deploying with generated environment configuration.
Start and interact with the Dataset Analysis Tool (dataviewer) for browsing, annotating, and exporting robotic training episodes
Submit, monitor, analyze, and evaluate LeRobot imitation learning training jobs on OSMO with Azure ML MLflow integration and inference evaluation - Brought to you by microsoft/physical-ai-toolchain
| name | fleet-deployment |
| description | Deploy trained robot policies to edge fleets via FluxCD GitOps, image automation, and deployment gating |
Deploy trained robot policies to edge robot fleets using FluxCD GitOps pipelines, automated image updates, and deployment gating.
| Tool | Requirement |
|---|---|
kubectl | Authenticated to target cluster |
flux | FluxCD CLI 2.x |
az CLI | Azure authentication for ACR access |
fleet-deployment/gitops/bootstrap.sh
Installs Flux components on the target cluster and configures Git source reconciliation.
Define ImageRepository, ImagePolicy, and ImageUpdateAutomation resources in fleet-deployment/gitops/image-automation/.
Configure gate criteria in fleet-deployment/gating/ to validate models before rollout.
FluxCD reconciles cluster state from Git. New model images trigger automated manifest updates and gated rollout.
| Directory | Purpose |
|---|---|
fleet-deployment/gitops/ | FluxCD manifests, sources, releases, and cluster overlays |
fleet-deployment/gating/ | Deployment gating service and Kubernetes manifests |
fleet-deployment/inference/ | On-device inference runtime code |
fleet-deployment/examples/ | Example deployment configurations |
fleet-deployment/specifications/ | Domain specification documents |
| Document | Description |
|---|---|
| fleet-deployment.specification.md | Domain overview and component contracts |
| gitops.specification.md | FluxCD GitOps architecture |
| gating-service.specification.md | Deployment gating service |