Skill

rice-prioritisation

Scores and ranks product initiatives using RICE framework (Reach × Impact × Confidence / Effort). Flags quick wins, moonshots, dependencies; identifies data gaps. Jira integration.

Jira

developer-tools

npx claudepluginhub mohitagw15856/pm-claude-skills --plugin pm-planning

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This skill uses the workspace's default tool permissions.

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Apply consistent, criteria-based RICE scoring to a list of features or initiatives to produce an objective prioritisation ranking.

SKILL.md

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prioritize

Scores and prioritizes feature lists or initiatives using RICE, ICE, or custom frameworks. Outputs ranked tables with scores, rationales, cut lines, and capacity recommendations.

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claude-code-pm-skills

prioritize

Prioritizes lists of ideas, features, bugs, or initiatives using RICE framework (Reach × Impact × Confidence / Effort) with table ranking and recommendations. Use when deciding what to do first among options.

product-skills

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Last CommitMar 23, 2026

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RICE Prioritisation Skill

Purpose

Apply consistent, criteria-based RICE scoring to a list of features or initiatives to produce an objective prioritisation ranking.

RICE Definitions (adapt to your context)

Reach: Number of users affected per quarter (use actual DAU/MAU data where available)

Impact: Effect on your primary metric — use scale: 3=massive, 2=high, 1=medium, 0.5=low, 0.25=minimal

Confidence: How certain are we about R and I estimates? 100%=high, 80%=medium, 50%=low

Effort: Person-months required across all functions

RICE Formula

RICE Score = (Reach × Impact × Confidence) / Effort

Process

For each initiative provided, gather or estimate R, I, C, E values

Flag where estimates are weak and note what data would improve them

Calculate RICE score for each

Rank highest to lowest

Flag any "quick wins" (high RICE score, low effort) and "moonshots" (high impact, high effort)

Note dependencies between items that affect sequencing

Output Format

RICE Prioritisation: [Backlog/Quarter]

Initiative

Reach

Impact

Confidence

Effort

RICE Score

Notes

[name]

[n]

[score]

[%]

[months]

[score]

[flags]

Recommended Sequence

[Top 5 initiatives with rationale]

Data Gaps to Address

[What information would most improve scoring accuracy]