gitwtfhub

wtf is promptor?

alirezarezvani/promptor — explained in plain English

Analysis updated 2026-07-17 · repo last pushed 2025-09-14

★ 9PythonAudience · pm founderComplexity · 2/5QuietSetup · easy

TL;DR

A library of ready-made AI prompt templates that turn a vague project idea into a polished PRD, architecture doc, or test plan in seconds.

Mindmap

mindmap
  root((Promptor))
    What it does
      Templated prompts
      Generates business docs
      Organized by job function
    Tech stack
      Python
      Web app
      CLI tool
    Use cases
      Write a PRD fast
      Draft system architecture
      Build a test strategy
    Audience
      Founders
      Product managers
      Developers
    Usage modes
      Copy paste template
      Local web app
      Command line tool

Code map

Detail Auto

An interactive map of this repo's files and how they connect — its source is parsed live in your browser. Click Visualize to build it.

filefunction / class

Why would anyone build with this?

REASON 1

Copy a PRD prompt template, fill in your app idea, and paste it into Claude or ChatGPT to get a full product requirements doc with KPIs.

REASON 2

Run the local web app, pick a category, and generate a copy-ready prompt from a rough idea.

REASON 3

Use the CLI tool to enhance a vague request or validate a prompt's quality before using it.

REASON 4

Generate a system architecture document with specific tech stack choices from a templated prompt.

What's in the stack?

Python

How it stacks up

alirezarezvani/promptorbettyguo/browser-skillsdanieldoradotalaveron-rb/yolosegment-2d-to-3d-rebotarm_pick_and_place
Stars999
LanguagePythonPythonPython
Last pushed2025-09-14——
MaintenanceQuiet——
Setup difficultyeasyeasyhard
Complexity2/53/55/5
Audiencepm founderdeveloperresearcher

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

How do you spin it up?

Difficulty · easy Time to first run · 5min

Web app and CLI require installing dependencies, simplest use is just copy-pasting template files.

Yoink these prompts

Prompt 1
Give me Promptor's PRD template and help me fill it in for a mobile fitness app idea.
Prompt 2
Show me how to run Promptor's local web app to generate a formatted prompt from my rough project idea.
Prompt 3
Use Promptor's architecture prompt template to draft a system design for a real-time chat app.
Prompt 4
How do I use Promptor's CLI tool to validate and enhance a prompt before sending it to an AI model?

Frequently asked questions

wtf is promptor?

A library of ready-made AI prompt templates that turn a vague project idea into a polished PRD, architecture doc, or test plan in seconds.

What language is promptor written in?

Mainly Python. The stack also includes Python.

Is promptor actively maintained?

Quiet — no commits in 6-12 months (last push 2025-09-14).

How hard is promptor to set up?

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

Who is promptor for?

Mainly pm founder.

View the repo → Decode another repo

This repo across BitVibe Labs

Don't trust strangers blindly. Verify against the repo.

Other repos in this lane