Agent skill · software engineering · sickn33
azure-ai-projects-py
Build AI applications on Microsoft Foundry using the azure-ai-projects SDK.
Why this skill is useful
Adds executable scripts and specific SDK usage patterns for building AI applications on Microsoft Foundry that are not widely documented.
What it needs
Requires azure-ai-projects, azure-identity installed locally. Requires azure account access. About 4k tokens when loaded. Last updated 2026-08-07. 44,571 stars on the source repository.
What this skill does
Bundled upstream support Supporting files are included at skill-relative paths. See UPSTREAM-NOTICE.md for their pinned sources, licenses, hashes, and import changes. Restored helper safety scripts/runbatchevaluation.py uploads the entire selected JSONL file to the configured Azure AI project, creates a remote evaluation and run, and may incur model or cloud charges. Before invocation, review the data classification and confirm the exact file, endpoint, deployment, evaluators, and expected cost with the user. Do not run it during documentation-only work. Azure AI Projects Python SDK (Foundry SDK) Build AI applications on Microsoft Foundry using the azure-ai-projects SDK. Installation Environment Variables Authentication Client Operations Overview Operation Access Purpose ----------- -------- --------- client.agents .agents. Agent CRUD, versions, threads, runs client.connections .connections. List/get project connections client.deployments .deployments. List model deployments client.datasets .datasets. Dataset management client.indexes .indexes. Index management client.evaluations .evaluations. Run evaluations client.redteams .redteams. Red team operations Two Client Approaches 1. AIProjectClient (Native Foundry) 2. OpenAI-Compatible Client Agent Operations Create Agent (Basic) Create Agent with Tools Versioned Agents with PromptAgentDefinition See references/agents.md for detailed agent patterns. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills sickn33/azure-ai-projects-py--a4ad87