learning-analytics

name	learning-analytics
description	Use when analyzing learner interaction logs, usage trends, mistake patterns, and session outcomes to improve pedagogy and product decisions.

Learning Analytics

Use this skill for data-informed improvement.

Core goals

• Translate log and usage signals into actionable product/didactic changes.
• Segment mistakes by role confusion and exercise step.
• Distinguish UX friction from conceptual misunderstanding.

Repo-specific data sources

• interactionLog.ts
• usageData.ts
• sessionReport.ts
• sessionHistory.ts

Output format

• Findings (what happened)
• Hypothesis (why)
• Action (what to change)
• Validation plan (how to measure impact)