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Azure Batch SDK for Java · microsoft | DecimalAI

codingby microsoft

Azure Batch SDK for Java

microsoft/azure-compute-batch-java

Source microsoft/skills ↗License MIT

Azure Batch SDK for Java. Run large-scale parallel and HPC batch jobs with pools, jobs, tasks, and compute nodes. Triggers: "BatchClient java", "azure batch java", "batch pool java", "batch job java", "HPC java", "parallel computing java".

SkillScore96Maintained

Automatic

Coding pack

Last verified 8/10/2026

What it changes

Passed 23 of 24 test cases with the skill, and 4 of 24 without it.

Without skill17%

With skill96%

Checks it passed that the model alone missed

Calls getState on BatchTask
Catches BatchErrorException
Specifies version 1.0.0-beta.5

and 32 more in the full report

19 fixed4 passed either way1 still failing0 broke

Pass-rate lift: +79 pp
Tokens: +80%
Agent turns: 0%
Response time: -58%

Model gemini-3.6-flashMeasured 8/10/2026v123 of 24 cases passed with skill

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-compute-batch-java/SKILL.md https://app.decimal.ai/s/microsoft-azure-compute-batch-java/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add microsoft-azure-compute-batch-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-compute-batch-java/ and pins it in .decimal/skills.lock

decimalai skills add microsoft-azure-compute-batch-java

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

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

Raw file: /s/microsoft-azure-compute-batch-java/SKILL.md ↗ · machine-readable summary at /s/microsoft-azure-compute-batch-java.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 19 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 19

Prompt

Which environment variable must always be set regardless of authentication mechanism, and which two variables are specifically required when using shared account keys?

What was checked, without and with the skill
Checked	Without skill	With skill
Names AZURE_BATCH_ENDPOINT as the variable required for all authentication methods	Missed	Passed
Names AZURE_BATCH_ACCOUNT and AZURE_BATCH_ACCESS_KEY for shared key authentication	Missed	Passed

case-22 · 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.md384 lines2 files

Azure Batch SDK for Java

Client library for running large-scale parallel and high-performance computing (HPC) batch jobs in Azure.

Installation

<dependency>
    <groupId>com.azure</groupId>
    <artifactId>azure-compute-batch</artifactId>
    <version>1.0.0-beta.5</version>
</dependency>

Prerequisites

Azure Batch account
Pool configured with compute nodes
Azure subscription

Environment Variables

AZURE_BATCH_ENDPOINT=https://<account>.<region>.batch.azure.com  # Required for all auth methods
AZURE_BATCH_ACCOUNT=<account-name>  # Only required for shared key auth
AZURE_BATCH_ACCESS_KEY=<account-key>  # Only required for shared key auth
AZURE_TOKEN_CREDENTIALS=prod  # Required only if DefaultAzureCredential is used in production

Client Creation

With Microsoft Entra ID (Recommended)

import com.azure.compute.batch.BatchClient;
import com.azure.compute.batch.BatchClientBuilder;
import com.azure.core.credential.TokenCredential;
import com.azure.identity.AzureIdentityEnvVars;
import com.azure.identity.DefaultAzureCredentialBuilder;
import com.azure.identity.ManagedIdentityCredentialBuilder;

Track record

Benchmark

23 / 24

test cases passed, vs 4 / 24 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-compute-batch-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.

azure-compute-batch-javaAzure Batch SDK for Java. Run large-scale parallel and HPC batch jobs with pools, jobs, tasks, and compute nodes.Near-identical description+64 pp pass-rate 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 Batch SDK for Java

Installation

Prerequisites

Environment Variables

Client Creation

With Microsoft Entra ID (Recommended)

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills