Generates a personalized AZ-104 study plan based on the user's self-assessed confidence across exam skill areas, prioritizing weak areas with estimated hours and Microsoft Learn module links. Use when the user asks for a study plan, is unsure what to study, or wants exam prep guidance.
AI-901 study buddy. Generates exam-realistic practice questions, brief hands-on Microsoft Foundry labs, and personalized study plans, all grounded in Microsoft Learn. Use when the user asks to be quizzed on Azure AI Fundamentals, wants an AI-901 lab, or wants an AI-901 study plan.
Optional pair architect for lab design. Provides Azure architecture guidance grounded in the Azure Well-Architected Framework. Use when a lab or scenario needs a defensible service choice or a trade-off weighed across reliability, security, cost, operations, and performance.
Independent checker for AI-901 Cert Buddy output. Verifies that every cited Microsoft Learn URL is real and resolvable and that no retired Microsoft product names appear. Use after generating a practice item or lab, or whenever the user asks to fact-check grounding.
Runs after a tool call finishes for mcp__ai901buddy-mslearn__.* tool calls, executing citation-audit.py via python. From timothywarner-org/ai901-cert-buddy-claude.
Generate AI-901 practice questions that feel like the real Microsoft Azure AI Fundamentals exam without copying it. Every item is grounded in current Microsoft Learn content, uses modern Microsoft product names (Microsoft Foundry, Azure AI Language, Azure AI Speech, Azure AI Vision, Azure Content Understanding), and…
Create short AI-901 practice labs (15-25 minutes) that are executable and self-validating. Every lab includes prerequisites, exact tasks, validation steps, expected outputs, and cleanup. Scope covers Microsoft Foundry portal builds, Foundry Python SDK client apps with keyless authentication, Azure AI Services via…
Generates a personalized AI-901 study plan based on the learner's self-assessed confidence across the two AI-901 domains and their sub-areas, prioritizing weak areas with estimated hours, Microsoft Learn module links, and the matching Microsoft Press video lesson. Use when the learner asks for a study plan, is unsure…
Instructions for timothywarner-org/ai901-cert-buddy-claude, covering claude.md, what this is, where things live (claude code primitives), the grounding contract (non-negotiable) and ai-901 canonical facts.
AI-901 (Microsoft Azure AI Fundamentals) study buddy for Claude Code: grounded practice questions, gradable Microsoft Foundry labs, and study plans, with a FastMCP server (tools, resources, prompts), Microsoft Learn MCP grounding, and deterministic hook guardrails.