BeClaude

ai-prd-generator

New
1GitHub TrendingGeneralby laymom

urn a vague idea into a structured PRD through 4 human-gated stages — with an AI-feature appendix (prompt spec, hallucination fallback, HITL, eval set) that generic templates lack. A Claude Code command.

First seen 6/19/2026

Summary

This skill transforms vague product ideas into structured Product Requirement Documents (PRDs) through a four-stage human-gated process, including an AI-feature appendix with prompt specifications, hallucination fallbacks, human-in-the-loop checkpoints, and evaluation sets.

  • It helps developers and product managers create comprehensive, actionable PRDs that generic templates miss.

Install & Usage

1
Create the skills directory
mkdir -p .claude/skills
2
Download the skill file

Add the configuration to .claude/skills/ai-prd-generator.md

3
Invoke in Claude Code
/ai-prd-generator

Use Cases

Draft a PRD for a new mobile app feature from a one-line idea during a brainstorming session.
Generate a detailed PRD for an AI-powered chatbot including hallucination fallback strategies.
Create a PRD for a data pipeline tool with human-in-the-loop validation checkpoints.
Produce a PRD for a recommendation system including evaluation metrics and test cases.
Refine an existing rough PRD outline into a complete document with AI feature appendix.
Develop a PRD for a SaaS dashboard that includes user stories and acceptance criteria.

Usage Examples

1

/ai-prd-generator Create a PRD for a task management app with AI task prioritization

2

/ai-prd-generator Turn this idea into a PRD: a voice-controlled smart home hub with fallback to manual controls

3

/ai-prd-generator Generate a PRD for a real-time collaboration tool including HITL review stages

View source on GitHub

Security Audits

LicenseUnknownSourceWarnRepositoryPass

Frequently Asked Questions

What is ai-prd-generator?

This skill transforms vague product ideas into structured Product Requirement Documents (PRDs) through a four-stage human-gated process, including an AI-feature appendix with prompt specifications, hallucination fallbacks, human-in-the-loop checkpoints, and evaluation sets. It helps developers and product managers create comprehensive, actionable PRDs that generic templates miss.

How to install ai-prd-generator?

To install ai-prd-generator: create the skills directory (mkdir -p .claude/skills), then add the config to .claude/skills/ai-prd-generator.md. Finally, /ai-prd-generator in Claude Code.

What is ai-prd-generator best for?

ai-prd-generator is a other categorized under General. Created by laymom.

What can I use ai-prd-generator for?

ai-prd-generator is useful for: Draft a PRD for a new mobile app feature from a one-line idea during a brainstorming session.; Generate a detailed PRD for an AI-powered chatbot including hallucination fallback strategies.; Create a PRD for a data pipeline tool with human-in-the-loop validation checkpoints.; Produce a PRD for a recommendation system including evaluation metrics and test cases.; Refine an existing rough PRD outline into a complete document with AI feature appendix.; Develop a PRD for a SaaS dashboard that includes user stories and acceptance criteria..