Individual skill

feature-prioritization

Use when you have a backlog of features and need to rank them for the next sprint — scores each feature using Impact × Confidence × Effort matrix with SQL tracking for transparent prioritization.

skills/product/feature-prioritization/SKILL.md

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# Feature Prioritization

Stop arguing about what to build. Use a scoring matrix to make prioritization
decisions fast, defensible, and transparent. Track everything in SQL so the
decision logic is auditable.

## The Matrix

Score each feature on three dimensions (1-5 scale):

| Dimension | 1 (Low) | 3 (Medium) | 5 (High) |
|-----------|---------|-----------|---------|
| **Impact** | Nice-to-have, <5% of users | Useful for core segment | Critical path, >30% of users or major revenue |
| **Confidence** | Hunch / no data | 1-2 data points | Validated by user research / A/B test |