Feature prioritization frameworks - RICE scoring, ICE scoring, and Opportunity Solution Trees.
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majestic-company
plugins/majestic-company/skills/pm-prioritization/SKILL.md
January 24, 2026
Select agents to install to:
npx add-skill https://github.com/majesticlabs-dev/majestic-marketplace/blob/main/plugins/majestic-company/skills/pm-prioritization/SKILL.md -a claude-code --skill pm-prioritizationInstallation paths:
.claude/skills/pm-prioritization/# Feature Prioritization
Frameworks for prioritizing features and opportunities.
## RICE Scoring
```
RICE Score = (Reach × Impact × Confidence) / Effort
```
| Factor | Definition | Scale |
|--------|------------|-------|
| **Reach** | Users affected per quarter | Actual number |
| **Impact** | Effect on users | 3=Massive, 2=High, 1=Medium, 0.5=Low, 0.25=Minimal |
| **Confidence** | How sure are you? | 100%=High, 80%=Medium, 50%=Low |
| **Effort** | Person-months to ship | Actual estimate |
**RICE Table:**
```markdown
| Feature | Reach | Impact | Confidence | Effort | RICE Score |
|---------|-------|--------|------------|--------|------------|
| [Feature A] | 5000 | 2 | 80% | 2 | 4000 |
| [Feature B] | 1000 | 3 | 50% | 1 | 1500 |
```
## ICE Scoring (Simpler)
```
ICE Score = Impact × Confidence × Ease
```
| Factor | Scale |
|--------|-------|
| **Impact** | 1-10 (potential value) |
| **Confidence** | 1-10 (certainty of impact) |
| **Ease** | 1-10 (implementation simplicity) |
**ICE Table:**
```markdown
| Feature | Impact | Confidence | Ease | ICE Score |
|---------|--------|------------|------|-----------|
| [Feature A] | 8 | 7 | 5 | 280 |
| [Feature B] | 6 | 9 | 8 | 432 |
```
## Opportunity Solution Tree
**Structure:**
```
Outcome (measurable business goal)
├── Opportunity 1 (unmet customer need)
│ ├── Solution 1a
│ │ └── Experiment: [test]
│ └── Solution 1b
│ └── Experiment: [test]
├── Opportunity 2 (another need)
│ └── Solution 2a
│ └── Experiment: [test]
└── Opportunity 3
└── ...
```
**OST Template:**
```markdown
## Outcome
**Goal:** [Measurable objective]
**Current:** [Baseline metric]
**Target:** [Target metric]
**Timeline:** [By when]
## Opportunity Map
### Opportunity 1: [Customer need/pain point]
**Evidence:** [Interview quotes, data]
**Size:** [How many users affected]
**Solutions considered:**
1. **[Solution A]**
- Effort: [S/M/L]
- Experiment: [How to test cheaply]
- Success metric: [What to measure]
2