Ready to supercharge your AI agents?

Install any skill in seconds. Free to start, no credit card required.

Azure Monitor OpenTelemetry Exporter for Java · microsoft | DecimalAI

devopsby microsoft

Azure Monitor OpenTelemetry Exporter for Java

microsoft/azure-monitor-opentelemetry-exporter-java

Source microsoft/skills ↗License MIT

Azure Monitor OpenTelemetry Exporter for Java. Export OpenTelemetry traces, metrics, and logs to Azure Monitor/Application Insights. Triggers: "AzureMonitorExporter java", "opentelemetry azure java", "application insights java otel", "azure monitor tracing java". Note: This package is DEPRECATED. Migrate to azure-monitor-opentelemetry-autoconfigure.

SkillScore100Maintained

Automatic

DevOps & SRE pack

Last verified 8/10/2026

What it changes

Passed 21 of 21 test cases with the skill, and 17 of 21 without it.

Without skill82%

With skill100%

Checks it passed that the model alone missed

Uses meter.counterBuilder to build a metric counter
Uses meter.histogramBuilder to build a metric histogram
Identifies azure-monitor-opentelemetry-exporter as deprecated

and 6 more in the full report

4 fixed18 passed either way0 still failing0 broke

Pass-rate lift: +18 pp
Tokens: +88%
Agent turns: 0%
Response time: -41%

Model gemini-3.6-flashMeasured 8/10/2026v122 of 22 cases passed with skill · 21 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/microsoft-azure-monitor-opentelemetry-exporter-java/SKILL.md https://app.decimal.ai/s/microsoft-azure-monitor-opentelemetry-exporter-java/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add microsoft-azure-monitor-opentelemetry-exporter-java, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/microsoft-azure-monitor-opentelemetry-exporter-java/ and pins it in .decimal/skills.lock

decimalai skills add microsoft-azure-monitor-opentelemetry-exporter-java

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/microsoft-azure-monitor-opentelemetry-exporter-java/SKILL.md https://app.decimal.ai/s/microsoft-azure-monitor-opentelemetry-exporter-java/SKILL.md

Raw file: /s/microsoft-azure-monitor-opentelemetry-exporter-java/SKILL.md ↗ · machine-readable summary at /s/microsoft-azure-monitor-opentelemetry-exporter-java.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 3

Prompt

I am adding Maven dependencies for exporting OpenTelemetry data from my Java application to Azure Monitor Application Insights. Which artifactId under groupId `com.azure` should I add to my pom.xml for current production applications?

What was checked, without and with the skill
Checked	Without skill	With skill
Recommends azure-monitor-opentelemetry-autoconfigure as the artifactId for pom.xml	Missed	Passed
Identifies azure-monitor-opentelemetry-exporter as deprecated	Missed	Passed

case-03 · gemini-3.6-flash · 8/10/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md275 lines2 files

Azure Monitor OpenTelemetry Exporter for Java

⚠️ DEPRECATION NOTICE: This package is deprecated. Migrate to azure-monitor-opentelemetry-autoconfigure.

See Migration Guide for detailed instructions.

Export OpenTelemetry telemetry data to Azure Monitor / Application Insights.

Installation (Deprecated)

<dependency>
    <groupId>com.azure</groupId>
    <artifactId>azure-monitor-opentelemetry-exporter</artifactId>
    <version>1.0.0-beta.x</version>
</dependency>

Recommended: Use Autoconfigure Instead

<dependency>
    <groupId>com.azure</groupId>
    <artifactId>azure-monitor-opentelemetry-autoconfigure</artifactId>
    <version>LATEST</version>
</dependency>

Environment Variables

APPLICATIONINSIGHTS_CONNECTION_STRING=InstrumentationKey=xxx;IngestionEndpoint=https://xxx.in.applicationinsights.azure.com/

Basic Setup with Autoconfigure (Recommended)

Using Environment Variable

import io.opentelemetry.sdk.autoconfigure.AutoConfiguredOpenTelemetrySdk;

Track record

Benchmark

21 / 21

test cases passed, vs 17 / 21 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

microsoft / skills

.github/plugins/azure-sdk-java/skills/azure-monitor-opentelemetry-exporter-java/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1Bundled 1 file

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

Azure Monitor OpenTelemetry Exporter for Java

Installation (Deprecated)

Recommended: Use Autoconfigure Instead

Environment Variables

Basic Setup with Autoconfigure (Recommended)

Using Environment Variable

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills