Why are the user stories so small?

Stories are sized to fit within a single AI agent context window (roughly 15-30 minutes of work), ensuring high accuracy and preventing the agent from getting lost in complex tasks.

What is a PRD in the context of this skill?

A PRD (Product Requirements Document) is a structured JSON file that defines the goals, scope, and specific user stories for a feature, designed to be read and executed by the Ralph autonomous agent.

Can I use the output for manual development?

Yes. While optimized for Ralph, the generated prd.json provides a high-quality, actionable roadmap that human developers can use to ensure all requirements and edge cases are met.

How does the skill handle project scope?

It asks 3-5 critical clarifying questions regarding goals, users, and tech stacks, and explicitly defines 'Non-Goals' to prevent scope creep during the implementation phase.

Autonomous PRD Architect

Name: Autonomous PRD Architect
Author: brenbuilds1

bybrenbuilds1

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Collaboration Tools

Generates structured Product Requirements Documents optimized for autonomous AI agent implementation and project planning.

The PRD Architect is a specialized skill designed to bridge the gap between high-level feature ideas and executable code. It streamlines the planning phase by engaging users with targeted clarifying questions and then transforming those answers into a granular prd.json file. By breaking features down into small, priority-ordered user stories with specific, verifiable acceptance criteria, it creates a roadmap perfectly suited for the Ralph autonomous agent loop or junior developers to follow with minimal supervision.

Key Features

01Dependency-aware task prioritization to ensure logical build orders

02Seamless export to structured JSON for autonomous agent integration

03Automatic breakdown of complex features into agent-sized user stories

0446 GitHub stars

05Standardized acceptance criteria including linting, type-checking, and visual verification

06Interactive clarifying questions with lettered options for rapid iteration

Use Cases

01Standardizing project specifications for team-wide consistency and clarity

02Scoping a Minimum Viable Product (MVP) with clear technical boundaries and non-goals

03Preparing a feature roadmap for the Ralph autonomous agent to implement automatically

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add brenbuilds1/copilot-ralph prd

For use in Claude.ai and ChatGPT

Download Skill