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name: rice-prioritisation
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description: Score and rank product initiatives using the RICE framework
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tool_integration: Jira
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---
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# RICE Prioritisation Skill
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## Purpose
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Apply consistent, criteria-based RICE scoring to a list of features or initiatives to produce an objective prioritisation ranking.
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## RICE Definitions (adapt to your context)
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- **Reach:** Number of users affected per quarter (use actual DAU/MAU data where available)
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- **Impact:** Effect on your primary metric — use scale: 3=massive, 2=high, 1=medium, 0.5=low, 0.25=minimal
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- **Confidence:** How certain are we about R and I estimates? 100%=high, 80%=medium, 50%=low
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- **Effort:** Person-months required across all functions
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## RICE Formula
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RICE Score = (Reach × Impact × Confidence) / Effort
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## Process
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1. For each initiative provided, gather or estimate R, I, C, E values
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2. Flag where estimates are weak and note what data would improve them
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3. Calculate RICE score for each
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4. Rank highest to lowest
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5. Flag any "quick wins" (high RICE score, low effort) and "moonshots" (high impact, high effort)
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6. Note dependencies between items that affect sequencing
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## Output Format
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### RICE Prioritisation: [Backlog/Quarter]
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| Initiative | Reach | Impact | Confidence | Effort | RICE Score | Notes |
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|------------|-------|--------|------------|--------|------------|-------|
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| [name] | [n] | [score] | [%] | [months] | [score] | [flags] |
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#### Recommended Sequence
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[Top 5 initiatives with rationale]
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#### Data Gaps to Address
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[What information would most improve scoring accuracy]
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