product-manager-toolkit

Calculate RICE scores, analyze customer interviews, and generate PRDs from templates.

Updated Oct 27, 2025
One-click install
npx skills add https://github.com/alex-tgk/claude-init --skill product-manager-toolkit
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: product-manager-toolkit
Source: https://github.com/alex-tgk/claude-init/tree/main/.claude/skills/product-manager-toolkit
Command: npx skills add https://github.com/alex-tgk/claude-init --skill product-manager-toolkit

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This skill provides product managers with automated tools and structured frameworks for feature prioritization (RICE), customer interview analysis, and PRD creation. It streamlines complex product workflows, saving time and ensuring data-driven decisions.

Core Features & Use Cases

  • RICE Prioritizer: Calculate RICE scores and generate roadmaps based on team capacity.
  • Customer Interview Analyzer: Extract pain points, feature requests, and themes from interview transcripts.
  • PRD Templates: Access and utilize various Product Requirements Document templates.
  • Use Case: Analyze a batch of customer interview transcripts to identify common pain points, then use the RICE prioritizer to rank potential features, and finally, generate a comprehensive PRD using a pre-defined template.

Quick Start

Use the product-manager-toolkit skill to analyze the attached 'customer_interview.txt' transcript.

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 RICE scoring?

RICE prioritization evaluates features across reach, impact, confidence, and effort to rank backlog items systematically. This toolkit automates RICE score calculation and generates roadmaps based on your team's capacity, enabling data-driven feature sequencing from discovery through delivery.

Can I extract insights from customer interview transcripts automatically?

Yes, the customer interview analyzer processes transcripts to extract pain points, feature requests, and recurring themes. This synthesis identifies patterns across multiple interviews, surfacing actionable insights for product requirements without manual coding.

What PRD templates does this toolkit provide?

The toolkit includes multiple Product Requirements Document templates accessible for immediate use. These structured formats guide requirement documentation, ensuring consistency across discovery-to-delivery workflows and reducing time spent on PRD creation from scratch.

How do I move from customer research to go-to-market planning?

Combine interview analysis outputs with RICE-ranked features to generate comprehensive roadmaps and PRD artifacts. This integrated workflow transforms raw customer insights into prioritized backlogs and documentation ready for cross-functional planning and market launch.

Does this work for agile product workflows?

Yes, the toolkit integrates with agile methodologies by automating backlog prioritization, requirement documentation, and roadmap generation. It supports iterative discovery and delivery cycles, scaling from early-stage research through product release coordination.

What if I need to analyze multiple customer interview batches?

The interview analyzer processes batch transcripts in a single run, aggregating pain points and feature requests across interviews. This scales your research synthesis workflow, surfacing consolidated themes and priorities without manual transcript review.