Can I use this for non-AI software projects?

Yes, while it has specific modules for AI, the skill is designed to handle requirements for any modern software system or feature.

Does it help with project roadmaps?

Yes, every PRD generated includes a phased rollout section to help teams plan the transition from MVP to subsequent version releases.

How does it handle vague requirements?

The skill enforces a concrete-only standard, replacing subjective terms like 'fast' or 'intuitive' with measurable KPIs such as latency targets and accessibility scores.

Can I specify my own tech stack?

Absolutely. During the discovery phase, you can define your stack; if left unspecified, the skill will mark it as TBD to avoid hallucinating constraints.

What makes this PRD skill different from a standard template?

It includes a mandatory discovery phase that interrogates the user for missing context and features specialized sections for AI tool requirements and evaluation strategies.

AI Product Requirements Document (PRD)

Name: AI Product Requirements Document (PRD)
Author: sarfraznawaz2005

bysarfraznawaz2005

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Collaboration Tools

Generates comprehensive, production-grade Product Requirements Documents (PRDs) that bridge the gap between business vision and technical execution.

The PRD skill empowers developers and product managers to transform vague ideas into structured technical specifications by facilitating a structured discovery process. It guides the user through an interrogation phase to uncover hidden constraints, maps out user flows, and produces detailed documents featuring executive summaries, measurable success metrics, AI-specific requirements, and technical architectures. By enforcing a strict schema and focusing on concrete criteria over vague descriptions, it ensures every project has a unified source of truth for scope and implementation.

Key Features

01AI-Specific Requirements: Defines specialized tool needs and evaluation strategies for features powered by LLMs or machine learning.

02Strict Schema Enforcement: Produces consistent, high-quality documents including executive summaries, user stories, and tech specs.

03Interactive Discovery Phase: Interrogates users to uncover core problems, success metrics, and constraints before drafting.

041 GitHub stars

05Measurable Success Criteria: Translates vague project goals into concrete, quantifiable KPIs and acceptance criteria.

06Risk & Roadmap Planning: Proactively identifies technical risks and outlines phased rollout strategies from MVP to v2.0.

Use Cases

01Translating a new product concept into a concrete technical specification for engineering teams.

02Establishing a unified source of truth for stakeholders to align on project scope and non-goals.

03Defining evaluation strategies and benchmarks for integrating AI features into existing software.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add sarfraznawaz2005/agent-skills-collection prd

For use in Claude.ai and ChatGPT

Download Skill