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Azure AI Document Intelligence SDK for Java · microsoft | DecimalAI

ai mlby microsoft

Azure AI Document Intelligence SDK for Java

microsoft/azure-ai-formrecognizer-java

Source microsoft/skills ↗License MIT

Azure AI Document Intelligence SDK for Java (com.azure:azure-ai-documentintelligence).

SkillScore95Maintained

Automatic

AI Engineer pack

Last verified 8/10/2026

What it changes

Passed 21 of 22 test cases with the skill, and 11 of 22 without it.

Without skill50%

With skill95%

Checks it passed that the model alone missed

Uses getValueList() to read list field values.
Reads classification doc type via doc.getDocumentType().
Retrieves bounding box coordinates using line.getPolygon().

and 11 more in the full report

10 fixed11 passed either way1 still failing0 broke

Pass-rate lift: +45 pp
Tokens: +127%
Agent turns: 0%
Response time: -35%

Model gemini-3.6-flashMeasured 8/10/2026v121 of 22 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-ai-formrecognizer-java/SKILL.md https://app.decimal.ai/s/microsoft-azure-ai-formrecognizer-java/SKILL.md

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

decimalai skills add microsoft-azure-ai-formrecognizer-java

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

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

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

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 10

Prompt

We are migrating code from the older azure-ai-formrecognizer v4 package where we previously called getValueAsDouble and getValueAsList on fields. Write a Java snippet showing the updated field getter method names in the azure-ai-documentintelligence v1 SDK for numeric and list fields.

What was checked, without and with the skill
Checked	Without skill	With skill
Uses getValueNumber() to read numeric field values.	Passed	Passed
Uses getValueList() to read list field values.	Missed	Passed

case-12 · 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.md351 lines2 files

Azure AI Document Intelligence SDK for Java

Rebranding: Azure AI Form Recognizer is now Azure AI Document Intelligence. New projects should use com.azure:azure-ai-documentintelligence. The legacy azure-ai-formrecognizer package targets API version 2023-07-31 only. See Migration Guide.

Before Implementation

Search microsoft-docs MCP for current API patterns:

Query: "azure-ai-documentintelligence Java SDK"
Verify: Parameters match installed SDK version (latest GA: 1.0.7)

Installation

<dependency>
    <groupId>com.azure</groupId>
    <artifactId>azure-ai-documentintelligence</artifactId>
    <version>1.0.0</version>
</dependency>

<!-- For DefaultAzureCredential -->
<dependency>
    <groupId>com.azure</groupId>
    <artifactId>azure-identity</artifactId>
    <version>1.14.2</version>
</dependency>

Environment Variables

DOCUMENT_INTELLIGENCE_ENDPOINT=https://<resource>.cognitiveservices.azure.com/ # Required for all auth methods
AZURE_TOKEN_CREDENTIALS=prod  # Required only if DefaultAzureCredential is used in production

Authentication

DefaultAzureCredential (Recommended)

Track record

Benchmark

21 / 22

test cases passed, vs 11 / 22 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-ai-formrecognizer-java/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1Bundled 1 file

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Ready to supercharge your AI agents?

See it in action

What's inside

Azure AI Document Intelligence SDK for Java

Before Implementation

Installation

Environment Variables

Authentication

DefaultAzureCredential (Recommended)

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills