Prioritization Frameworks
Reference guide to 9 prioritization frameworks with formulas, when-to-use guidance, and templates — RICE, ICE, Kano, MoSCoW, Opportunity Score, and more. Use when selecting a prioritization method, comparing frameworks like RICE vs ICE, or learning how different prioritization approaches work.
Install
npx skills add phuryn/pm-skills --skill prioritization-frameworksgit clone --depth 1 https://github.com/phuryn/pm-skills.git /tmp/pm-skills
mkdir -p ~/.claude/skills
cp -r /tmp/pm-skills/pm-execution/skills/prioritization-frameworks ~/.claude/skills/prioritization-frameworksPersonal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.
From the SKILL.md
## Prioritization Frameworks Reference A reference guide to help you select and apply the right prioritization framework for your context. ### Core Principle Never allow customers to design solutions. Prioritize **problems (opportunities)**, not features. ### Opportunity Score (Dan Olsen, *The Lean Product Playbook*) The recommended framework for prioritizing customer problems. Survey customers on **Importance** and **Satisfaction** for each need (normalize to 0–1 scale). Three related formulas: - **Current value** = Importance × Satisfaction - **Opportunity Score** = Importance × (1 − Satisfaction) - **Customer value created** = Importance × (S2 − S1), where S1 = satisfaction before, S2 = satisfaction after High Importance + low Satisfaction = highest Opportunity Score = best opportunities. Plot on an Importance vs Satisfaction chart — upper-left quadrant is the sweet spot. Prioritizes customer problems, not solutions. ### ICE Framework Useful for prioritizing initiatives and ideas. Considers not only value but also risk and economic factors. - **I** (Impact) = Opportunity Score × Number of Customers affected - **C** (Confidence) = How confident are we? (1-10). Accounts for risk. - **E** (Ease) = How easy is it to implement? (1-10). Accounts for economic factors. **Score** = I × C × E. Higher = prioritize first. ### RICE Framework Splits ICE's Impact into two separate factors. Useful for larger teams that need more granularity.
Details
- Skill name
prioritization-frameworks- Repository
- phuryn/pm-skills
- Path
pm-execution/skills/prioritization-frameworks/SKILL.md- License
- MIT
- Repo updated
- 29 October 2026
FAQ
What does the Prioritization Frameworks skill do?
Reference guide to 9 prioritization frameworks with formulas, when-to-use guidance, and templates — RICE, ICE, Kano, MoSCoW, Opportunity Score, and more. Use when selecting a prioritization method, comparing frameworks like RICE vs ICE, or learning how different prioritization approaches work.
How do I install the Prioritization Frameworks skill?
skills CLI (Claude Code, Cursor, Codex and more): npx skills add phuryn/pm-skills --skill prioritization-frameworks. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.
Is Prioritization Frameworks popular?
It lives in phuryn/pm-skills, which has 27,559 GitHub stars and 2,851 forks, and is included in 3 curated skill lists.
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