Official agent skill

Azure Mgmt Arizeaiobservabilityeval Dotnet

by microsoft in microsoft/skills

Azure Resource Manager SDK for Arize AI Observability and Evaluation (.NET).

OfficialMITAuto-check passedDevOps & Cloud

Install Azure Mgmt Arizeaiobservabilityeval Dotnet

skills CLI
$ npx skills add microsoft/skills --skill azure-mgmt-arizeaiobservabilityeval-dotnet -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install microsoft/skills azure-mgmt-arizeaiobservabilityeval-dotnet --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/microsoft/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.github/plugins/azure-sdk-dotnet/skills/azure-mgmt-arizeaiobservabilityeval-dotnet .claude/skills/azure-mgmt-arizeaiobservabilityeval-dotnet && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
azure-mgmt-arizeaiobservabilityeval-dotnet
GitHub stars
3.1k
Used in
5 other repos
Token cost
~2k tokens
SKILL.md length
190 words
Files
1
Skills in repo
150
Repo updated
First seen
Licence
MIT

At a glance

Azure Resource Manager SDK for Arize AI Observability and Evaluation (.NET).

  • Works in 6 steps: Use async methods — All operations… → Handle long-running operations — Use… → Use GetIfExistsAsync — Avoid exceptions… → …
  • Managing Arize AI organizations on Azure via Azure Marketplace
  • SKILL.md covers Installation, Package Info, Environment Variables and Authentication, plus 7 more sections
  • Calls dotnet; reaches learn.microsoft.com; needs AZURE_TOKEN_CREDENTIALS and AZURE_CLIENT_SECRET

What it does

Azure Mgmt Arizeaiobservabilityeval Dotnet is an agent skill from microsoft/skills, published by the product's own GitHub organization. Azure Resource Manager SDK for Arize AI Observability and Evaluation (.NET). Use when managing Arize AI organizations on Azure via Azure Marketplace, creating/updating/deleting Arize resources, or integrating Arize ML observability into .NET applications. Triggers: "Arize AI", "ML observability", "ArizeAIObservabilityEval", "Arize organization".

Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in DevOps & Cloud, covering Observability. It works with Microsoft Azure, .NET and Arize Phoenix. The repository describes itself as: Skills, MCP servers, Custom Agents, Agents.md for SDKs to ground Coding Agents. The licence is MIT.

When your agent uses it

  • Managing Arize AI organizations on Azure via Azure Marketplace
  • Creating/updating/deleting Arize resources
  • Integrating Arize ML observability into .NET applications

Example prompts

  • “Arize AI”
  • “ML observability”
  • “ArizeAIObservabilityEval”
  • “/azure-mgmt-arizeaiobservabilityeval-dotnet”

Requirements

  • A credential in AZURE_CLIENT_SECRET

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

  1. Use async methods — All operations support async/await
  2. Handle long-running operations — Use WaitUntil.Completed or poll manually
  3. Use GetIfExistsAsync — Avoid exceptions for conditional logic
  4. Implement retry policies — Configure via ArmClientOptions
  5. Use resource identifiers — For direct resource access without listing
  6. Close clients properly — Use using statements or dispose explicitly

What it can do on your machine

Read from SKILL.md and the folder at commit 3898ec8. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • dotnet

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • learn.microsoft.com

    Also links to:

    • nuget.org
    • github.com
    • arize.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names these keys or tokens, usually read from environment variables:

    • AZURE_TOKEN_CREDENTIALS
    • AZURE_CLIENT_SECRET

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Azure Mgmt Arizeaiobservabilityeval Dotnet loads about 2k tokens when it runs. Until then it costs about 98 tokens; SKILL.md has 190 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~98
When it runs · the whole SKILL.md, loaded when a task matches
~2k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from microsoft/skills at commit 3898ec8, republished under its MIT licence (© microsoft). 190 words, ~1,988 tokens.

Download SKILL.mdSave it as .claude/skills/azure-mgmt-arizeaiobservabilityeval-dotnet/SKILL.md (or your agent's skills folder).
name
azure-mgmt-arizeaiobservabilityeval-dotnet
description
Azure Resource Manager SDK for Arize AI Observability and Evaluation (.NET). Use when managing Arize AI organizations on Azure via Azure Marketplace, creating/updating/deleting Arize resources, or integrating Arize ML observability into .NET applications. Triggers: "Arize AI", "ML observability", "ArizeAIObservabilityEval", "Arize organization".
license
MIT
metadata.author
Microsoft
metadata.version
1.0.0
metadata.package
Azure.ResourceManager.ArizeAIObservabilityEval

Azure.ResourceManager.ArizeAIObservabilityEval

.NET SDK for managing Arize AI Observability and Evaluation resources on Azure.

Installation

bash
dotnet add package Azure.ResourceManager.ArizeAIObservabilityEval --version 1.0.0

Package Info

PropertyValue
PackageAzure.ResourceManager.ArizeAIObservabilityEval
Version1.0.0 (GA)
API Version2024-10-01
ARM TypeArizeAi.ObservabilityEval/organizations
DependenciesAzure.Core >= 1.46.2, Azure.ResourceManager >= 1.13.1

Environment Variables

bash
AZURE_SUBSCRIPTION_ID=<your-subscription-id> # Required: Azure subscription ID
AZURE_TOKEN_CREDENTIALS=prod  # Required only if DefaultAzureCredential is used in production
AZURE_TENANT_ID=<your-tenant-id> # For service principal auth (optional)
AZURE_CLIENT_ID=<your-client-id> # For service principal auth (optional)
AZURE_CLIENT_SECRET=<your-client-secret> # For service principal auth (optional)

Authentication

csharp
using Azure.Identity;
using Azure.ResourceManager;
using Azure.ResourceManager.ArizeAIObservabilityEval;

// Local dev: DefaultAzureCredential. Production: set AZURE_TOKEN_CREDENTIALS=prod or AZURE_TOKEN_CREDENTIALS=<specific_credential>
var credential = new DefaultAzureCredential(
    DefaultAzureCredential.DefaultEnvironmentVariableName
);
// Or use a specific credential directly in production:
// See https://learn.microsoft.com/dotnet/api/overview/azure/identity-readme?view=azure-dotnet#credential-classes
// var credential = new ManagedIdentityCredential();
var armClient = new ArmClient(credential);

Core Workflow

Create an Arize AI Organization
csharp
using Azure.Core;
using Azure.ResourceManager.Resources;
using Azure.ResourceManager.ArizeAIObservabilityEval;
using Azure.ResourceManager.ArizeAIObservabilityEval.Models;

// Get subscription and resource group
var subscriptionId = Environment.GetEnvironmentVariable("AZURE_SUBSCRIPTION_ID");
var subscription = await armClient.GetSubscriptionResource(
    SubscriptionResource.CreateResourceIdentifier(subscriptionId)).GetAsync();
var resourceGroup = await subscription.Value.GetResourceGroupAsync("my-resource-group");

// Get the organization collection
var collection = resourceGroup.Value.GetArizeAIObservabilityEvalOrganizations();

// Create organization data
var data = new ArizeAIObservabilityEvalOrganizationData(AzureLocation.EastUS)
{
    Properties = new ArizeAIObservabilityEvalOrganizationProperties
    {
        Marketplace = new ArizeAIObservabilityEvalMarketplaceDetails
        {
            SubscriptionId = "marketplace-subscription-id",
            OfferDetails = new ArizeAIObservabilityEvalOfferDetails
            {
                PublisherId = "arikimlabs1649082416596",
                OfferId = "arize-liftr-1",
                PlanId = "arize-liftr-1-plan",
                PlanName = "Arize AI Plan",
                TermUnit = "P1M",
                TermId = "term-id"
            }
        },
        User = new ArizeAIObservabilityEvalUserDetails
        {
            FirstName = "John",
            LastName = "Doe",
            EmailAddress = "john.doe@example.com"
        }
    },
    Tags = { ["environment"] = "production" }
};

// Create (long-running operation)
var operation = await collection.CreateOrUpdateAsync(
    WaitUntil.Completed,
    "my-arize-org",
    data);

var organization = operation.Value;
Console.WriteLine($"Created: {organization.Data.Name}");
Get an Organization
csharp
// Option 1: From collection
var org = await collection.GetAsync("my-arize-org");

// Option 2: Check if exists first
var exists = await collection.ExistsAsync("my-arize-org");
if (exists.Value)
{
    var org = await collection.GetAsync("my-arize-org");
}

// Option 3: GetIfExists (returns null if not found)
var response = await collection.GetIfExistsAsync("my-arize-org");
if (response.HasValue)
{
    var org = response.Value;
}
List Organizations
csharp
// List in resource group
await foreach (var org in collection.GetAllAsync())
{
    Console.WriteLine($"Org: {org.Data.Name}, State: {org.Data.Properties?.ProvisioningState}");
}

// List in subscription
await foreach (var org in subscription.Value.GetArizeAIObservabilityEvalOrganizationsAsync())
{
    Console.WriteLine($"Org: {org.Data.Name}");
}
Update an Organization
csharp
// Update tags
var org = await collection.GetAsync("my-arize-org");
var updateData = new ArizeAIObservabilityEvalOrganizationPatch
{
    Tags = { ["environment"] = "staging", ["team"] = "ml-ops" }
};
var updated = await org.Value.UpdateAsync(updateData);
Delete an Organization
csharp
var org = await collection.GetAsync("my-arize-org");
await org.Value.DeleteAsync(WaitUntil.Completed);

Key Types

TypePurpose
ArizeAIObservabilityEvalOrganizationResourceMain ARM resource for Arize organizations
ArizeAIObservabilityEvalOrganizationCollectionCollection for CRUD operations
ArizeAIObservabilityEvalOrganizationDataResource data model
ArizeAIObservabilityEvalOrganizationPropertiesOrganization properties
ArizeAIObservabilityEvalMarketplaceDetailsAzure Marketplace subscription info
ArizeAIObservabilityEvalOfferDetailsMarketplace offer configuration
ArizeAIObservabilityEvalUserDetailsUser contact information
ArizeAIObservabilityEvalOrganizationPatchPatch model for updates
ArizeAIObservabilityEvalSingleSignOnPropertiesV2SSO configuration

Enums

EnumValues
ArizeAIObservabilityEvalOfferProvisioningStateSucceeded, Failed, Canceled, Provisioning, Updating, Deleting, Accepted
ArizeAIObservabilityEvalMarketplaceSubscriptionStatusPendingFulfillmentStart, Subscribed, Suspended, Unsubscribed
ArizeAIObservabilityEvalSingleSignOnStateInitial, Enable, Disable
ArizeAIObservabilityEvalSingleSignOnTypeSaml, OpenId

Best Practices

  1. Use async methods — All operations support async/await
  2. Handle long-running operations — Use WaitUntil.Completed or poll manually
  3. Use GetIfExistsAsync — Avoid exceptions for conditional logic
  4. Implement retry policies — Configure via ArmClientOptions
  5. Use resource identifiers — For direct resource access without listing
  6. Close clients properly — Use using statements or dispose explicitly

Error Handling

csharp
try
{
    var org = await collection.GetAsync("my-arize-org");
}
catch (Azure.RequestFailedException ex) when (ex.Status == 404)
{
    Console.WriteLine("Organization not found");
}
catch (Azure.RequestFailedException ex)
{
    Console.WriteLine($"Azure error: {ex.Message}");
}

Direct Resource Access

csharp
// Access resource directly by ID (without listing)
var resourceId = ArizeAIObservabilityEvalOrganizationResource.CreateResourceIdentifier(
    subscriptionId,
    "my-resource-group",
    "my-arize-org");

var org = armClient.GetArizeAIObservabilityEvalOrganizationResource(resourceId);
var data = await org.GetAsync();

© microsoft, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in .github/plugins/azure-sdk-dotnet/skills/azure-mgmt-arizeaiobservabilityeval-dotnet of microsoft/skills.

Open the folder on GitHubat commit 3898ec8

Used in 5 other repositories

We found 14 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 5 other GitHub owners. This page covers the copy in microsoft/skills, which our catalogue first saw on October 7, 2026.

Compare with similar skills

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Categories

Questions about Azure Mgmt Arizeaiobservabilityeval Dotnet

What does Azure Mgmt Arizeaiobservabilityeval Dotnet do?

Azure Resource Manager SDK for Arize AI Observability and Evaluation (.NET). Azure Mgmt Arizeaiobservabilityeval Dotnet is an agent skill from microsoft/skills, published by the product's own GitHub organization.NET).

When should I use Azure Mgmt Arizeaiobservabilityeval Dotnet?

Azure Mgmt Arizeaiobservabilityeval Dotnet fits situations like: managing Arize AI organizations on Azure via Azure Marketplace; creating/updating/deleting Arize resources; integrating Arize ML observability into .NET applications.

How do I install Azure Mgmt Arizeaiobservabilityeval Dotnet in Claude Code?

Run `npx skills add microsoft/skills --skill azure-mgmt-arizeaiobservabilityeval-dotnet -a claude-code`. Or copy the skill folder (.github/plugins/azure-sdk-dotnet/skills/azure-mgmt-arizeaiobservabilityeval-dotnet in microsoft/skills) into .claude/skills/azure-mgmt-arizeaiobservabilityeval-dotnet in your project. Claude Code loads it when a task matches its description.

How do I install Azure Mgmt Arizeaiobservabilityeval Dotnet in Codex?

Run `npx skills add microsoft/skills --skill azure-mgmt-arizeaiobservabilityeval-dotnet -a codex`. Or copy the skill folder (.github/plugins/azure-sdk-dotnet/skills/azure-mgmt-arizeaiobservabilityeval-dotnet in microsoft/skills) into .agents/skills/azure-mgmt-arizeaiobservabilityeval-dotnet in your project. Codex loads it when a task matches its description.

Can I use Azure Mgmt Arizeaiobservabilityeval Dotnet in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add microsoft/skills --skill azure-mgmt-arizeaiobservabilityeval-dotnet -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/azure-mgmt-arizeaiobservabilityeval-dotnet, .gemini/skills/azure-mgmt-arizeaiobservabilityeval-dotnet, .github/skills/azure-mgmt-arizeaiobservabilityeval-dotnet and .opencode/skills/azure-mgmt-arizeaiobservabilityeval-dotnet in your project.

What does Azure Mgmt Arizeaiobservabilityeval Dotnet need to run?

Going by SKILL.md and its folder, Azure Mgmt Arizeaiobservabilityeval Dotnet needs the command-line tools its instructions call (dotnet) and credentials named AZURE_TOKEN_CREDENTIALS and AZURE_CLIENT_SECRET. Our summary lists: A credential in AZURE_CLIENT_SECRET.

Does Azure Mgmt Arizeaiobservabilityeval Dotnet access the network?

SKILL.md names 4 domains. In commands or code: learn.microsoft.com; the agent is likely to contact it when it follows the instructions. As links in the text: nuget.org, github.com and arize.com. This is read from the text; nothing was executed.

Is Azure Mgmt Arizeaiobservabilityeval Dotnet safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Azure Mgmt Arizeaiobservabilityeval Dotnet use?

Azure Mgmt Arizeaiobservabilityeval Dotnet is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Azure Mgmt Arizeaiobservabilityeval Dotnet use?

About 2k tokens (SKILL.md is roughly 8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Azure Mgmt Arizeaiobservabilityeval Dotnet?

Skills that share tags, products or a category with Azure Mgmt Arizeaiobservabilityeval Dotnet: Setting Up Cloudwatch Observability (aws/agent-toolkit-for-aws, 2.8k stars), Aspire (microsoft/aspire.dev, 196 stars), Image Management (dotnet/dotnet-docker, 4.9k stars) and Azure Functions (DataDog/dd-trace-dotnet, 573 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Azure Mgmt Arizeaiobservabilityeval Dotnet?

microsoft (a GitHub organization, an official publisher) maintains it in microsoft/skills, which has 3,094 GitHub stars. The repository holds 150 skills in this directory. The repository was last updated on October 9, 2026.

Source: microsoft/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.