[P2] Build Learning Analytics Dashboard

[Dan-StrategicAutomation]

Description

Create a web UI to visualize Knowledge Base growth and demonstrate the compounding effect.

Features

• Charts:
  • Learnings count over time (line chart)
  • Category breakdown (pie chart)
  • Tag cloud of most common tags
  • Learning reuse frequency (bar chart)
• Metrics Dashboard:
  • Total learnings count
  • Learnings added this week/month
  • Most reused patterns
  • Estimated time saved
• Browse/Search:
  • Full-text search across learnings
  • Filter by category, tag, date range
  • Learning detail view

Tech Stack

• Backend: FastAPI serving data from .knowledge/
• Frontend: React or simple HTML/CSS/JS
• Charts: Chart.js or D3.js
• Deploy: Can run locally or as static GitHub Pages

Tasks

• Design UI mockups
• Set up FastAPI backend
• Implement data endpoints
• Create frontend with charts
• Add search/filter functionality
• Add documentation for running dashboard
• (Optional) Deploy to GitHub Pages

Impact

📊 Makes the compounding effect visible and motivates continued usage.

Files to Create

• dashboard/backend/main.py
• dashboard/frontend/index.html
• dashboard/README.md

Priority

Medium - Great for demonstrating value