microsoft/fleet-deployment
.github/skills/fleet-deployment/SKILL.md
Deploy trained robot policies to edge fleets via FluxCD GitOps, image automation, and deployment gating
$ install --global
skillsauthnpx skillsauth add microsoft/physical-ai-toolchain fleet-deploymentInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Apr 15, 2026, 11:29 AM29.4s1 file scanned
SKILL.md
- name:
- fleet-deployment
- description:
- Deploy trained robot policies to edge fleets via FluxCD GitOps, image automation, and deployment gating
Fleet Deployment
Deploy trained robot policies to edge robot fleets using FluxCD GitOps pipelines, automated image updates, and deployment gating.
Prerequisites
| Tool | Requirement |
|------|-------------|
| kubectl | Authenticated to target cluster |
| flux | FluxCD CLI 2.x |
| az CLI | Azure authentication for ACR access |
Deployment Workflow
Step 1 — Bootstrap FluxCD
fleet-deployment/gitops/bootstrap.sh
Installs Flux components on the target cluster and configures Git source reconciliation.
Step 2 — Configure image automation
Define ImageRepository, ImagePolicy, and ImageUpdateAutomation resources in fleet-deployment/gitops/image-automation/.
Step 3 — Set up deployment gating
Configure gate criteria in fleet-deployment/gating/ to validate models before rollout.
Step 4 — Deploy to fleet
FluxCD reconciles cluster state from Git. New model images trigger automated manifest updates and gated rollout.
Key Directories
| 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 |
Specifications
| Document | Description | |----------|-------------| | fleet-deployment.specification.md | Domain overview and component contracts | | gitops.specification.md | FluxCD GitOps architecture | | gating-service.specification.md | Deployment gating service |
Related Skills
microsoft/synthetic-data
devops
VerifiedTrustedCommunity
Generate synthetic training data using NVIDIA Cosmos world foundation models for SDG pipelines
39SKILL.mdUpdated Apr 15, 2026
microsoft/osmo-lerobot-training
tools
VerifiedTrustedCommunity
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
39SKILL.mdUpdated Apr 15, 2026
microsoft/infrastructure
tools
VerifiedTrustedCommunity
Deploy and manage Azure infrastructure for the Physical AI Toolchain including Terraform IaC, Kubernetes setup, GPU configuration, and network topology
39SKILL.mdUpdated Apr 15, 2026
microsoft/fleet-intelligence
devops
VerifiedTrustedCommunity
Monitor robot fleet telemetry via Azure IoT Operations, drift detection, Grafana dashboards, and Fabric analytics
39SKILL.mdUpdated Apr 15, 2026