prd-generator

Generate Product Requirements Documents from customer evidence and product context.

14|2|Updated Feb 27, 2026
One-click install
npx skills add https://github.com/rchandnaWUSTL/pm-digital-twin --skill prd-generator-rchandnawustl
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: prd-generator
Source: https://github.com/rchandnaWUSTL/pm-digital-twin/tree/main/skills/prd-generator
Command: npx skills add https://github.com/rchandnaWUSTL/pm-digital-twin --skill prd-generator-rchandnawustl

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill automates the creation of comprehensive Product Requirements Documents (PRDs) by synthesizing customer feedback, product context, and structured insights, significantly reducing the manual effort and time required for product documentation.

Core Features & Use Cases

  • Automated PRD Generation: Creates PRDs with a defined structure, including sections like Overview, Background, Problem, Personas, Phases & Requirements, User Research, and Out of Scope.
  • Contextual Enrichment: Integrates semantically relevant product context files and performs graph traversal to enrich PRD content.
  • Evidence Grounding: Ensures all claims are backed by customer evidence and references related Jira issues and documentation.
  • Use Case: A Product Manager can input a feature topic like "Vulnerability Scanning Provider Selection" and have a fully drafted PRD generated, complete with customer quotes, JTBDs, and phased requirements, ready for review and refinement.

Quick Start

Generate a PRD for the topic "Vulnerability Scanning Provider Selection".

Frequently Asked Questions about prd-generator

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

FAQPage Schema
How do I generate a PRD from customer evidence?

To generate a PRD from customer evidence, input a feature topic and the system synthesizes customer feedback and product context into a structured document. It grounds requirements in user research by traversing related documents and identifying Jobs-To-Be-Done.

What is the best way to automate product requirements documentation?

Automating product requirements documentation involves using a system that ingests customer feedback and product context to output structured PRDs. This skill generates comprehensive documents with phased requirements, reducing manual effort and time required for product documentation.

Can I create phased requirements using customer feedback?

Yes, you can create phased requirements using customer feedback. The system synthesizes user research and product context to generate structured PRDs that support phased requirements and include conditional sections based on the extracted evidence.

Does PRD generation work with Jira issues and customer notes?

Yes, PRD generation works with Jira issues and customer notes. It performs graph traversal to enrich content and ensures all claims are backed by customer evidence, explicitly referencing related Jira issues and documentation within the final output.

How do product requirements documents handle human in the loop approvals?

Product requirements documents handle human in the loop approvals by integrating HITL checkpoints before final output. This ensures a Product Manager can review and refine the drafted PRD, complete with customer quotes and JTBDs, before it is finalized.

What is a Job To Be Done framework in product management?

A Job To Be Done framework in product management identifies user needs by analyzing customer evidence. This skill grounds requirements in user research by extracting JTBDs from customer feedback, ensuring the generated PRD aligns with actual user goals.