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What is qiaomu-ai-prd?

joeseesun/qiaomu-ai-prd — explained in plain English

Analysis updated 2026-05-18

118PythonAudience · vibe coderSetup · easy

In one sentence

qiaomu-ai-prd turns a one-sentence product idea into a full, detailed Product Requirements Document that AI coding assistants can execute directly.

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What do people build with it?

USE CASE 1

Turn a one-line app idea into a complete PRD with personas, page layouts, and data models.

USE CASE 2

Hand an AI coding assistant a document that clearly separates fixed constraints from areas it can improve.

USE CASE 3

Check a generated PRD against a quality bar using the bundled lint script before starting development.

What is it built with?

Python

How does it compare?

joeseesun/qiaomu-ai-prdjackson-video-resources/markov-hedge-fund-methodvirtualluoucas/chronicles-ocr
Stars118120116
LanguagePythonPythonPython
Setup difficultyeasyeasyhard
Complexity3/54/5
Audiencevibe coderdeveloperresearcher

Figures from each repo's GitHub metadata at analysis time.

How do you get it running?

Difficulty · easy Time to first run · 5min

Installs as a single skill command, no external infra required.

So what is it?

qiaomu-ai-prd is a tool that takes a one-sentence product idea and turns it into a full Product Requirements Document that both human developers and AI coding assistants can actually execute. The goal is not to fill a template but to make the product decisions for you, writing them in a form that is clear enough to hand directly to an AI programmer. You install it as a skill using a single command, then describe what you want to build in plain language. For example, you could say "write a PRD for an English vocabulary learning website" or "create a PRD for an iOS teleprompter, mobile-first." The tool processes that request and produces a structured document covering product positioning, user personas, differentiation from competitors, and feasibility limits. The output goes well beyond a summary. Each PRD includes a speed-read card at the top for quick orientation, then sections covering the page layout in ASCII diagrams, every major module with realistic content, failure paths alongside the normal flow, and data models with inline comments. There is also a set of hard constraints (things the AI must not change), recommended defaults, and a "creative space" section that tells the AI where it is free to go further. Version 0.2 added the constraint and creative-space layers specifically so AI coding assistants know which decisions are fixed and which are open invitations to do more. This distinction prevents AI tools from drifting away from what matters while still giving them room to improve the details. The document closes with a developer handoff written directly to the implementing AI assistant, a list of overdelivery opportunities, performance metrics expressed as numbers rather than vague words, and acceptance scripts that describe what "done" looks like. The lint script bundled with the skill lets you check whether a generated PRD meets the quality bar before handing it off.

Copy-paste prompts

Prompt 1
Install qiaomu-ai-prd as a skill and write a PRD for an English vocabulary learning website.
Prompt 2
Create a PRD for a mobile-first iOS teleprompter app using qiaomu-ai-prd.
Prompt 3
Run the qiaomu-ai-prd lint script on my generated PRD and tell me what's missing.
Prompt 4
Generate a PRD that includes a developer handoff section written directly to an AI coding assistant.

Frequently asked questions

What is qiaomu-ai-prd?

qiaomu-ai-prd turns a one-sentence product idea into a full, detailed Product Requirements Document that AI coding assistants can execute directly.

What language is qiaomu-ai-prd written in?

Mainly Python. The stack also includes Python.

How hard is qiaomu-ai-prd to set up?

Setup difficulty is rated easy, with roughly 5min to a first successful run.

Who is qiaomu-ai-prd for?

Mainly vibe coder.

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