// Generates a personalized GH-300 study plan based on the user's self-assessed confidence across exam skill areas, prioritizing weak areas with estimated hours and Microsoft Learn links. Use when the user asks for a study plan, is unsure what to study, or wants exam prep guidance.
| name | gh300-study-planner |
| description | Generates a personalized GH-300 study plan based on the user's self-assessed confidence across exam skill areas, prioritizing weak areas with estimated hours and Microsoft Learn links. Use when the user asks for a study plan, is unsure what to study, or wants exam prep guidance. |
Description: Generates a personalized GH-300 study plan based on the user's self-assessed confidence across exam skill areas.
Required sources:
references/gh300-objectives.md (GH-300 skills measured, January 2026)microsoft_docs_search for current links)Use the skill-local bundle for consistent plan quality.
resources/source-pack.mdresources/microsoft-voice-principles.mdresources/study-plan-quality-checklist.mdscripts/validate-output.jsPresent skill areas with weights. Show the six GH-300 skill areas and exam weight percentages:
| Skill Area | Exam Weight |
|---|---|
| Use GitHub Copilot responsibly | 15-20% |
| Use GitHub Copilot features | 25-30% |
| Understand GitHub Copilot data and architecture | 10-15% |
| Apply prompt engineering and context crafting | 10-15% |
| Improve developer productivity with GitHub Copilot | 10-15% |
| Configure privacy, content exclusions, and safeguards | 10-15% |
Ask for confidence ratings. Ask the user to rate confidence in each area as Strong, Moderate, Weak, or Unknown.
Generate a prioritized study plan.
references/gh300-objectives.md).Offer to start practicing. Ask whether the learner wants practice questions or a hands-on exercise on the first recommended topic.
Run quality gate. Apply resources/study-plan-quality-checklist.md and scripts/validate-output.js rules before delivering the final plan.
Deliver the full study plan in a single message after the user provides confidence ratings.
Generate GH-300 practice questions that feel like the real exam without copying it. Every item is grounded in current Microsoft Learn content, uses modern Copilot terminology, and follows Microsoft-style exam item rules (scenario-first, plausible distractors, no trick wording). Use when the user asks for practice questions, quiz items, or exam prep.
Create short GH-300 practice exercises (10-20 minutes) that are executable and self-validating. Every exercise includes prerequisites, exact tasks, validation steps, expected outcomes, and rollback. Use when the user asks for a hands-on exercise, practice flow, or guided walkthrough.