📊 Engineering Mastery Dashboard

This dashboard tracks technical mastery using spaced repetition, confidence scoring, and automated review cycles.

🔥 Today’s Focus

(Auto-generated via script: --today)

Run:

python scripts/update_dashboard.py --today

📂 Category Dashboards

✅ Active Topics

Topic	Category	Impact	Last Reviewed	Confidence	Next Review

⏰ Needs Review

(Auto-managed — do not edit manually)

Topic	Category	Impact	Last Reviewed	Confidence	Next Review

📈 Stats

(Auto-generated — charts + distribution)

Active Topics: 0
Needs Review: 0
Weak Areas (≤2): 0

🧠 How it Works

Confidence (1–5) → Your mastery level
Next Review → Auto-scheduled using spaced repetition
Decay → Confidence decreases if review is missed
Impact → Pulled from PROBLEM.md frontmatter
NR flag → Controlled via frontmatter (nr: true)

⚙️ Commands

# Update dashboard (only existing topics)
python scripts/update_dashboard.py

# Automatically add new topics from repository
python scripts/update_dashboard.py --auto-add

# Preview changes safely
python scripts/update_dashboard.py --dry-run

# Get today's study plan
python scripts/update_dashboard.py --today

Confidence Scale: 1 (Learning) → 5 (Production Ready) Use frontmatter (nr: true) in PROBLEM.md to disable reminders.