prioritization-frameworks

Solid

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.

Code & Development 11,758 stars 1390 forks Updated 1 weeks ago MIT

Install

View on GitHub

Quality Score: 91/100

Stars 20%
100
Recency 20%
90
Frontmatter 20%
70
Documentation 15%
100
Issue Health 10%
50
License 10%
100
Description 5%
100

Skill Content

## 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. - **R** (Reach) = Number of cust...

Details

Author
phuryn
Repository
phuryn/pm-skills
Created
3 months ago
Last Updated
1 weeks ago
Language
N/A
License
MIT

Similar Skills

Semantically similar based on skill content — not just same category

AI & Automation Solid

prioritization-advisor

Choose a prioritization framework based on stage, team context, and stakeholder needs. Use when deciding between RICE, ICE, value/effort, or another scoring approach.

4,637 Updated 1 weeks ago
deanpeters
AI & Automation Listed

prioritize

Score and rank a list of features or initiatives using RICE by default. Scans existing strategy and OKRs to ground Impact scores in what the team is actually optimizing for. Use when deciding what to build next, preparing for planning, or presenting a ranked backlog to stakeholders. Accepts a pasted list, FR filenames, or a mix of both. Supports RICE (default), Agentic RICE (for AI-delegated work), ICE, and MoSCoW as alternative frameworks.

2 Updated 2 days ago
felipecabargas
AI & Automation Solid

prioritize-features

Prioritize a backlog of feature ideas based on impact, effort, risk, and strategic alignment with top 5 recommendations. Use when prioritizing a feature backlog, making scope decisions, or ranking product ideas.

11,758 Updated 1 weeks ago
phuryn
AI & Automation Solid

prioritization-calculator

Automated calculation and scoring for product prioritization frameworks including RICE, ICE, MoSCoW, and custom weighted scoring. Normalizes scores, validates inputs, and generates priority rankings with confidence intervals.

1,034 Updated today
a5c-ai
AI & Automation Listed

feature-prioritization

Prioritize features and backlog items using RICE scoring and Linear's enablers vs blockers lens. Use when asked to rank features, prioritize a backlog, decide what to build next, or evaluate feature requests against each other.

2 Updated today
AashutoshR2062