Azure: Arize Observability (.NET)
Manages Arize AI observability resources on Azure Marketplace via the .NET SDK.
Test report
- Verdict
- Tested · Works
- Score
- Tested
- Jul 13, 2026
- Environment
- Claude Code 2.x (agent harness)
- Upstream re-checked
- Aug 10, 2026 · 7a820d7
Tested install (verbatim git clone + cp, clean; single-file SKILL.md with strict-valid YAML frontmatter), trigger battery (4/4 fire, 2/2 decline; minor over-broad risk from listing generic "ML observability" as a trigger keyword), and a code-authoring A/B where both arms wrote a CreateArizeOrgAsync method to provision an Arize organization ARM resource. The skill produced correct, compilable code using the real SDK types (ArizeAIObservabilityEvalOrganizationCollection/Data/Resource, GetArizeAIObservabilityEvalOrganizations, Marketplace/OfferDetails/UserDetails) verified against Microsoft Learn, while the base arm hallucinated non-existent shorter type names (ArizeOrganizationResource, GetArizeOrganizations, ArizePlanDetails) that would not compile. Needs an Azure subscription, the dotnet SDK, and the Azure.ResourceManager.ArizeAIObservabilityEval NuGet package to run live; validated here on code authoring only, no Azure calls made.
Scored on four weighted criteria — install, triggering, output vs. baseline, docs. How scoring works
- Installs cleanly 5/5
- Triggers reliably 4/5
- Output vs. baseline 8/10
- Docs & honesty 4/5
What Azure: Arize Observability (.NET) does
Azure Resource Manager SDK for Arize AI Observability and Evaluation (.NET). Use when managing Arize AI organizations \non Azure via Azure Marketplace, creating/updating/deleting Arize resources, or integrating Arize ML observability \ninto .NET applications. Triggers: \"Arize AI\", \"ML observability\", \"ArizeAIObservabilityEval\", \"Arize organization\".\n
How to install Azure: Arize Observability (.NET)
git clone https://github.com/microsoft/skills
cd skills
mkdir -p ~/.claude/skills
cp -r .github/plugins/azure-sdk-dotnet/skills/azure-mgmt-arizeaiobservabilityeval-dotnet ~/.claude/skills/azure-mgmt-arizeaiobservabilityeval-dotnet
Skills live in ~/.claude/skills/ (global) or .claude/skills/
(per-project). Restart Claude Code after installing.
Commands — how to trigger Azure: Arize Observability (.NET)
-
/azure-mgmt-arizeaiobservabilityeval-dotnetManages Arize AI observability resources on Azure Marketplace via the .NET SDK.
It also activates on plain-language prompts like these:
-
Create an Arize AI organization resource in Azure -
Integrate Arize ML observability into this .NET app -
Update this Arize AI resource on Azure Marketplace
Frequently asked questions
- Is the Azure: Arize Observability (.NET) skill free?
- Yes. The skill itself is free from microsoft/skills. SkillProof publishes the install command and an independent test verdict at no cost.
- Does Azure: Arize Observability (.NET) work with Claude Code?
- We tested it with Claude Code 2.x (agent harness) on Jul 13, 2026. Verdict: Tested · Works. Tested install (verbatim git clone + cp, clean; single-file SKILL.md with strict-valid YAML frontmatter), trigger battery (4/4 fire, 2/2 decline; minor over-broad risk from listing generic "ML observability" as a trigger keyword), and a code-authoring A/B where both arms wrote a CreateArizeOrgAsync method to provision an Arize organization ARM resource. The skill produced correct, compilable code using the real SDK types (ArizeAIObservabilityEvalOrganizationCollection/Data/Resource, GetArizeAIObservabilityEvalOrganizations, Marketplace/OfferDetails/UserDetails) verified against Microsoft Learn, while the base arm hallucinated non-existent shorter type names (ArizeOrganizationResource, GetArizeOrganizations, ArizePlanDetails) that would not compile. Needs an Azure subscription, the dotnet SDK, and the Azure.ResourceManager.ArizeAIObservabilityEval NuGet package to run live; validated here on code authoring only, no Azure calls made.
- What is the Azure: Arize Observability (.NET) SkillProof Score?
- 8.4/10 — installs cleanly 5/5, triggers reliably 4/5, output vs. baseline 8/10, docs & honesty 4/5.
- How do I install Azure: Arize Observability (.NET)?
- Copy the install command from this page, run it in your terminal, and restart Claude Code. Skills live in ~/.claude/skills/ (global) or .claude/skills/ inside a project.
- Can I use Azure: Arize Observability (.NET) with Cursor, Copilot, Gemini CLI, Codex or other AI tools?
- The SKILL.md format is native to Claude (Claude Code, Desktop, claude.ai). The instructions inside adapt to other assistants: Cursor rules, GitHub Copilot instructions, Windsurf rules, Custom GPTs, AGENTS.md for OpenAI Codex, and GEMINI.md for Google Gemini CLI — our conversion guides cover each, and the free converter on the tools page does the wrapping for you.