# Manage Azure Weights & Biases with .NET

Provisioning W&B through Azure Marketplace requires precise SDK models, authentication, and lifecycle handling. This skill provides focused .NET guidance for deployment, SSO, updates, listing, and deletion.

## Install

```bash
npx skillstore add sickn33/azure-mgmt-weightsandbiases-dotnet
```

## Metadata

- Status: approved
- Slug: sickn33-azure-mgmt-weightsandbiases-dotnet
- Skillstore revision: r2
- Version status: missing
- Tree hash: d3260526639a46a63e3c0a5d9025eca4c9e2d273b864e2367fb36e72f8318394
- Author: sickn33
- GitHub username: sickn33
- License: MIT
- Repository: https://github.com/sickn33/antigravity-awesome-skills/tree/main/skills/azure-mgmt-weightsandbiases-dotnet
- Ref: f9e2c34b4f19c7f3e6b0a1e93227b5f77cc12526
- Supported tools: Claude, Codex, Claude Code
- Audit status: complete
- Agent install advisory: allowed
- Manual install advisory: allowed
- Artifact signature: available
- Audit attestation: unavailable
- Human verification: not\_verified
- Risk factors: external\_commands, network
- Quality score: 79
- Quality tier: bronze
- Public page: https://skillstore.pages.dev/skills/sickn33-azure-mgmt-weightsandbiases-dotnet
- Manifest: https://skillstore.pages.dev/api/skills/sickn33-azure-mgmt-weightsandbiases-dotnet/manifest

## Capabilities

- Installs the preview Azure management package and authenticates with DefaultAzureCredential.
- Creates W&B Marketplace instances with offer, administrator, region, subdomain, and managed identity settings.
- Retrieves and lists W&B instances at resource group and subscription scope.
- Configures Entra ID SAML SSO and updates resource tags.
- Deletes instances, handles common ARM errors, and checks whether a resource name exists.
- Connects an Azure-deployed host to the W&B Python SDK for basic metric logging.

## Use Cases

- Bootstrap a .NET integration: Install the SDK, authenticate safely, and create a first W&B Marketplace instance with placeholder configuration.
- Standardize MLOps provisioning: Build repeatable workflows for listing, tagging, monitoring, and managing W&B instances across Azure scopes.
- Review enterprise access: Configure Entra ID SAML SSO, managed identity, regions, and lifecycle controls for an organizational deployment.

## Prompt Templates

### Install and authenticate

```
Show me how to install the preview .NET package and authenticate with DefaultAzureCredential. Explain required Azure permissions and placeholders.
```

### Create an instance

```
Create a W&B instance in [region] within [resource group]. Include Marketplace details, managed identity, provisioning checks, and safe placeholder values.
```

### Configure enterprise access

```
Add Entra ID SAML SSO to [instance name] for [domains], then update governance tags. Preserve existing properties and explain validation steps.
```

### Design lifecycle operations

```
Design a production workflow for listing, updating, monitoring, and deleting W&B instances. Include error handling, approval gates, rollback considerations, and least privilege.
```

## Limitations

- The documented package and API are previews, so types and behavior can change.
- Examples require valid Azure permissions, Marketplace subscription details, administrator data, and environment-specific identifiers.
- The skill provides guidance and examples; it does not execute deployments or validate live Azure state.
- Name availability uses a lookup fallback because the SDK may not expose a dedicated operation.

## Best Practices

- Use DefaultAzureCredential, managed identity, and least-privilege Azure roles.
- Replace every placeholder and validate the Marketplace plan, region, subdomain, and SSO identifiers before deployment.
- Wait for successful provisioning and handle RequestFailedException responses by status.

## Anti Patterns

- Do not place real tenant identifiers, API keys, administrator emails, or subscription details in shared source.
- Do not create, update, or delete production resources before confirming the subscription, resource group, instance name, and approval.
- Do not assume preview types, supported regions, or Marketplace values remain stable without checking current documentation.

## Security Audit

- Audited at: 2026-07-23T21:37:19.929\+00:00
- Summary: All 55 static findings are false positives after contextual review of the only file, SKILL.md. The command alerts are Markdown formatting, the URLs are expected examples or references, and the reconnaissance alert is ordinary exception logging. No prompt injection, executable payload, secret collection, or unexplained network behavior appears; Azure changes remain explicit, credentialed examples.

## Stats

- Views: 88
- Downloads: 9
- Favorites: 0
- Popularity score: 0