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Get Started Free →RICE feature prioritization with scoring and capacity planning. Usage: /rice prioritize <features.csv> [options]
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-03 | ✗→✓ | ▲ Improved | -52% | 0% |
| case-04 | ✗→✓ | ▲ Improved | -38% | 0% |
| case-05 | ✗→✓ | ▲ Improved | -52% | 0% |
| case-07 | ✗→✓ | ▲ Improved | -38% | 0% |
| case-08 | ✗→✓ | ▲ Improved | -55% | 0% |
Prioritize features using RICE scoring (Reach, Impact, Confidence, Effort) with optional capacity constraints.
/rice prioritize <features.csv> Score and rank features
/rice prioritize <features.csv> --capacity 20 Rank with effort capacity limitcsvfeature,reach,impact,confidence,effort Dark mode,5000,2,0.8,3 API v2,12000,3,0.9,8 SSO integration,3000,2,0.7,5 Mobile app,20000,3,0.5,13
/rice prioritize features.csv
/rice prioritize features.csv --capacity 20
/rice prioritize features.csv --output jsonproduct-team/skills/product-manager-toolkit/scripts/rice_prioritizer.py — RICE prioritizer (<input.csv> [--capacity N] [--output text|json|csv])> product-team/skills/product-manager-toolkit/SKILL.md
Other measured skills in the registry, with their headline benchmark lift.