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Feature Prioritization Assistant

Implements the RICE scoring framework to help you pick which features to build next. You input your feature list with whatever context you have, and it walks you through estimating reach, impact, confidence, and effort for each one, then calculates scores and ranks them. The prompts are detailed about what each metric means, like using 0.25 to 3 for impact levels and counting person-months for effort. Honestly most useful when you need to defend your roadmap to stakeholders rather than figure out what to build, since the framework forces quantification that can feel arbitrary. Best if you already have user data to ground the estimates.

skills.sh installs
548
GitHub stars
58
last updated
Aug 21, 2026

Install

$ npx -y skills add pmprompt/claude-plugin-product-management --skill feature-prioritization-assistant --agent claude-code

Installs into .claude/skills of the current project.

Files

Domain Context

This skill implements a proven product management framework. The approach combines best practices from industry leaders and is designed for practical application in day-to-day PM work.

Input Requirements

  • Context about your product, feature, or problem
  • Relevant data, research, or constraints (recommended but optional)
  • Clear articulation of what you're trying to achieve

Feature Prioritization Assistant

When to Use

  • Building your product roadmap
  • Need to choose between multiple feature ideas
  • Stakeholders are debating which features to build first
  • Want to make data-driven prioritization decisions
  • Need to justify prioritization decisions to leadership

What This Skill Does

Helps you systematically evaluate and prioritize features using the RICE framework (Reach, Impact, Confidence, Effort), providing scores and recommendations.

Instructions

Help me prioritize these features using the RICE framework. For each feature, help me estimate:

Sponsors

Details

Repository
github.com/pmprompt/claude-plugin-product-management
Category
Productivity & Planning
First seen
Jun 3, 2026

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