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.

1.59x

Quality

48%

Does it follow best practices?

Impact

97%

1.59x

Average score across 3 eval scenarios

Securityby

Passed

No findings from the security scan

Fix and improve this skill with Tessl

tessl review fix ./plugins/AI-Agents-Safe-Coding-Skills/skills/azure-ai-projects-java/SKILL.md

The canonical home for this skill is azure-ai-projects-java in sickn33/agentic-awesome-skills

Evaluation results

92%

36%

AI Foundry Project Dashboard Bootstrap

Multi-client setup and evaluations

Criteria

Without this skill

With this skill

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%

29%

Azure AI Resource Audit Tool

Authentication and connection listing

Criteria

Without this skill

With this skill

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%

43%

Document Search Index Registration

Index creation and management

Criteria

Without this skill

With this skill

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%

Repository: administrakt0r/AI-Agents-Safe-Coding-Skills
Path: plugins/AI-Agents-Safe-Coding-Skills/skills/azure-ai-projects-java/SKILL.md
Commit: 7520423

Evaluated: 6 months 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

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