Microsoft Foundry Classic — Expert Guidance

What it does

Provides structured, actionable guidance and quick-reference links for Microsoft Foundry Classic (Azure AI Foundry classic). Covers troubleshooting, best practices for prompts and fine-tuning, architecture and deployment patterns, quotas and limits, security and networking, integrations (RAG, function-calling, realtime audio), and CI/CD deployment examples. The skill is designed to let an agent fetch targeted sections of Microsoft Learn docs when detailed references are required.

When to use it

Use when you need authoritative, Microsoft Learn–sourced guidance about Foundry Classic: diagnosing prompt flow issues, planning deployments, selecting models/regions, securing hubs, configuring RAG and evaluators, or integrating platform tools like Logic Apps and Azure Functions. Trigger when a user asks about Foundry architecture, deployment, fine-tuning, or troubleshooting.

What's included

• Scripts: none bundled in the skill repository (has_scripts=false)
• References: extensively links to Microsoft Learn pages; agent should fetch docs at runtime (has_references=false as packaged but external links present)
• Instructions: category index with line ranges and guidance for using read_file and remote fetch tools; notes about freshness (metadata.generated_at) and preferred fetch tools.

Compatible agents

Best used with agents that can perform web fetches or use the mcp_microsoftdocs tool (e.g., Claude Code, Copilot/VS Code agents, agents with fetch_webpage capability).