skill-product-backlog-prioritization

Calculate WSJF scores for product backlog items using a Python script.

4|Updated Dec 17, 2025
One-click install
npx skills add https://github.com/MatrixFounder/Agentic-development --skill skill-product-backlog-prioritization
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-product-backlog-prioritization
Source: https://github.com/MatrixFounder/Agentic-development/tree/main/.agent/skills/skill-product-backlog-prioritization
Command: npx skills add https://github.com/MatrixFounder/Agentic-development --skill skill-product-backlog-prioritization

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill provides a scientific method for prioritizing features in a product backlog, ensuring that development effort is focused on the most valuable items.

Core Features & Use Cases

  • WSJF Calculation: Implements the Weighted Shortest Job First (WSJF) formula to objectively score and rank backlog items.
  • Automated Scoring: Utilizes a provided script to perform calculations, minimizing human error.
  • Use Case: A product manager needs to decide which features to build next. They input user value, time criticality, risk reduction, and job size estimates for each feature into a product backlog document, and this Skill calculates the WSJF score to determine the optimal order.

Quick Start

Run the python script to calculate WSJF scores for the product backlog document.

Frequently Asked Questions about skill-product-backlog-prioritization

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I prioritize my product backlog using WSJF?

You can prioritize your product backlog using WSJF by inputting user value, time criticality, risk reduction, and job size estimates for each feature into your document. The Skill's script calculates the scores to determine the optimal development order.

What is the WSJF formula for feature prioritization?

The WSJF formula for feature prioritization calculates scores by dividing the Cost of Delay (user value, time criticality, and risk reduction) by the job size. This provides an objective ranking for agile teams to focus on high-impact features.

How do I calculate Weighted Shortest Job First scores for agile development?

To calculate Weighted Shortest Job First scores for agile development, you run the provided Python script against your product backlog document. It processes your estimation metrics to minimize human error and output objective rankings.

Does this WSJF calculation require specific estimation metrics for backlog items?

Yes, this WSJF calculation requires specific estimation metrics for backlog items. You must provide inputs for user value, time criticality, risk reduction, and job size to generate accurate prioritization scores for your features.

What is the best way to objectively rank product backlog features?

The best way to objectively rank product backlog features is using the WSJF method to quantify value against effort. This approach processes user value, time criticality, risk reduction, and job size to ensure development focuses on high-impact items.