azure-ai-projects-java

Azure AI Projects SDK for Java. High-level SDK for Azure AI Foundry project management including connections, datasets, indexes, and evaluations.

Install with Tessl CLI

npx tessl i github:boisenoise/skills-collections --skill azure-ai-projects-java

What are skills?

1.59x

Quality

60%

Does it follow best practices?

Impact

97%

1.59x

Average score across 3 eval scenarios

Optimize this skill with Tessl

npx tessl skill review --optimize ./skills/antigravity-azure-ai-projects-java/SKILL.md

SKILL.md

Review

Evals

Evaluation results

100%

29%

Azure AI Resource Audit Tool

Authentication and connection listing

Criteria

Without context

With context

Correct Maven groupId

100%

Correct Maven artifactId

100%

Correct Maven version

100%

AIProjectClientBuilder used

100%

Endpoint from env var

100%

DefaultAzureCredential used

100%

buildConnectionsClient called

100%

PagedIterable used

50%

100%

Connection properties accessed

75%

100%

ResourceNotFoundException caught

100%

HttpResponseException caught

25%

100%

Correct import packages

100%

Without context: $0.2534 · 2m 43s · 14 turns · 20 in / 5,011 out tokens

With context: $0.3105 · 2m 34s · 18 turns · 280 in / 3,670 out tokens

100%

43%

Document Search Index Registration

Index creation and management

Criteria

Without context

With context

Maven dependency present

100%

buildIndexesClient called

100%

listLatest() used

100%

Index properties printed

100%

AzureAISearchIndex model used

100%

setConnectionName called

100%

setIndexName called

100%

Env vars for resource names

100%

ResourceNotFoundException caught

100%

HttpResponseException caught

100%

DefaultAzureCredential used

100%

Without context: $0.2811 · 3m 38s · 15 turns · 21 in / 5,626 out tokens

With context: $0.4041 · 4m 5s · 24 turns · 78 in / 4,687 out tokens

92%

36%

AI Foundry Project Dashboard Bootstrap

Multi-client setup and evaluations

Criteria

Without context

With context

Single builder instance

100%

buildDeploymentsClient called

100%

buildIndexesClient called

100%

buildEvaluationsClient called

100%

getOpenAIClient() used

35%

100%

EvalService import

100%

DefaultAzureCredential used

100%

Endpoint from env var

100%

listLatest() for indexes

25%

100%

ResourceNotFoundException caught

HttpResponseException caught

100%

Without context: $1.3493 · 10m 58s · 38 turns · 43 in / 22,803 out tokens

With context: $0.3257 · 3m 9s · 21 turns · 26 in / 4,013 out tokens

Evaluated: 4 days ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Azure AI Resource Audit Tool Document Search Index Registration AI Foundry Project Dashboard Bootstrap

Is this your skill?

If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.