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analyze-feature-requests

Categorize customer feature requests into themes and prioritize a top-3 roadmap.

Updated Apr 8, 2026
Search Tags:#prioritization#backlog#themes#analyze#risk#impact#feature-requests
One-click install
npx skills add https://github.com/martiraste-lgtm/claude-skills --skill analyze-feature-requests-martiraste-lgtm
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: analyze-feature-requests
Source: https://github.com/martiraste-lgtm/claude-skills/tree/main/pm-product-discovery-analyze-feature-requests
Command: npx skills add https://github.com/martiraste-lgtm/claude-skills --skill analyze-feature-requests-martiraste-lgtm

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps product teams quickly categorize, evaluate, and prioritize customer feature requests against product goals, reducing backlog noise and guiding strategic decisions.

Core Features & Use Cases

  • Categorize requests into themes and name each theme.
  • Assess strategic alignment, impact, effort, and risk for each theme.
  • Prioritize the top 3 features using a structured scoring framework (Impact, Effort, Risk, Strategic alignment). Use cases include reviewing customer requests, triaging a backlog, and informing roadmap decisions.

Quick Start

Provide your product goal and the list of feature requests; I will categorize, align with themes, and return a prioritized top-3 roadmap.

Frequently Asked Questions about analyze-feature-requests

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

FAQPage Schema
How do I prioritize feature requests by impact and strategy?▼

Yes, you can triage a product backlog by grouping raw customer feature requests into named themes and evaluating each theme against your product goals to reduce backlog noise and guide strategic decisions.

Can I use a CSV spreadsheet to categorize customer feature requests into themes?▼

Yes, you can analyze feature requests from a CSV spreadsheet. The tool accepts spreadsheets, CSVs, or documents as input data to group requests into themes and score them.

What is the best way to align a product backlog with strategic goals?▼

The best way to align a product backlog with strategic goals is to score grouped feature request themes by strategic alignment, impact, effort, and risk, yielding a top-3 prioritized feature roadmap.

How do I assess risk and effort for a feature request theme?▼

You assess risk and effort for a feature request theme by applying a structured scoring framework that evaluates each theme's impact, effort, risk, and strategic alignment with your product goals.

Does prioritization work for a small set of customer requests or do I need a large backlog?▼

Prioritization works for any provided list of feature requests. You only need to supply your product goal and the request data to receive a categorized and prioritized top-3 roadmap.

Why categorize feature requests into themes before scoring?▼

Categorizing feature requests into themes before scoring reduces backlog noise by grouping similar customer needs, enabling a structured assessment of strategic alignment, impact, effort, and risk for accurate prioritization.

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