Validation Report Format — 6-Category Scoring (0–110 points)

Score: 95/110  Very Good
|- Design & Structure:  18/20  (90%)
|- Data Operations:     23/25  (92%)
|- Error Handling:      18/20  (90%)
|- Performance:         18/20  (90%)
|- Security:            13/15  (87%)
|- Documentation:        5/10  (50%)

Thresholds:
  90–110  ✅ Deploy
  67–89   ⚠️ Review — address findings before deploying
  <67     ❌ Block — fix required before any deployment