product-manager-toolkit

Prioritize features with RICE scoring and generate PRDs from Markdown templates.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/bhisoftware/page-refresh --skill product-manager-toolkit-bhisoftware
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: product-manager-toolkit
Source: https://github.com/bhisoftware/page-refresh/tree/main/library/bhi-claude-skills/pm-toolkit
Command: npx skills add https://github.com/bhisoftware/page-refresh --skill product-manager-toolkit-bhisoftware

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires python3, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill addresses the challenges product managers face in prioritizing features, understanding customer needs, and documenting product requirements effectively.

Core Features & Use Cases

  • Feature Prioritization: Use the RICE framework to objectively score and rank potential features.
  • Customer Insight Synthesis: Analyze interview transcripts to extract pain points, feature requests, and jobs-to-be-done.
  • PRD Creation: Leverage templates for structured product requirement documentation.
  • Use Case: A PM needs to decide which features to build next quarter. They can use the RICE prioritizer script with their feature list and team capacity to get an objective ranking, then use the interview analyzer to validate the user needs behind the top-ranked features.

Quick Start

Use the product-manager-toolkit to prioritize features listed in 'features.csv' with a team capacity of 15 person-months.

Frequently Asked Questions about product-manager-toolkit

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

FAQPage Schema
How do I prioritize product features using the RICE framework?

To prioritize features using the RICE framework, you run the included Python script with your feature list and team capacity. It calculates scores based on reach, impact, confidence, and effort to output an objective feature ranking.

How do I extract customer insights from interview transcripts?

You can extract customer insights from interview transcripts by running the included interview analyzer script. It processes text to identify pain points, feature requests, and jobs-to-be-done, turning raw feedback into structured user need summaries.

What is the best way to generate a structured PRD from a template?

The best way to generate a structured PRD is to use the included Markdown templates. You populate the predefined sections to document product requirements, ensuring consistent formatting and complete coverage across your team.

Do I need Python3 to run the product management RICE calculator?

Yes, you need Python3 installed to run the RICE calculator and interview analyzer scripts. The Markdown PRD templates do not require Python3 and can be edited in any text editor.

Can I validate feature prioritization scores against customer needs?

Yes, you can validate prioritization scores by running the RICE script to rank features, then using the interview analyzer to process transcripts and confirm the user needs behind the top-ranked features.