Rubric Structure
Split 100 points into five categories:
- Fit and proportion (30)
- Color harmony and contrast control (20)
- Context alignment (20)
- Material and detail quality (15)
- Personal expression coherence (15)
Use fixed criteria text for each category. Never improvise category definitions mid-week, otherwise scores lose comparability.
Calibration Protocol
- Score 10 past outfits quickly.
- Re-score them after 48 hours without seeing first scores.
- If score drift is larger than 8 points, tighten criteria definitions.
How to Use Weekly
Track average score, but prioritize variance. If one category swings strongly (for example context alignment), focus improvements there before buying anything new. This keeps wardrobe progress practical and budget-efficient.
How to Read Scores (Not Just Collect Them)
Scores are useful only when tied to action. A practical interpretation model is: below 70 means structural issue, 70 to 84 means good but unstable, 85 and above means repeatable. The goal is not perfection on every outfit, but building a portfolio of looks that remain strong across different contexts.
If your score is low, avoid changing five elements at once. Modify one axis first: fit, then silhouette balance, then context alignment, then details. Sequential improvements create cleaner learning than full resets.
Monthly Review Loop
- Select your top 8 scored outfits and your bottom 8.
- Identify the two most frequent weaknesses in low-scoring looks.
- Create one rule per weakness (for example, "no cropped jacket with wide trouser").
- Re-test those rules for 2 weeks and compare score dispersion.
This turns scoring into a stable improvement system, not a vanity metric.
References
- Iyengar, S. S., & Lepper, M. R. (2000). When choice is demotivating. https://doi.org/10.1037/0022-3514.79.6.995
- Danziger, S., et al. (2011). Extraneous factors in judicial decisions. https://doi.org/10.1073/pnas.1018033108
- Adam, H., & Galinsky, A. D. (2012). Enclothed cognition. https://doi.org/10.1016/j.jesp.2012.02.008