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What is calibr-zoom?

ahmadalalibz2006-stack/calibr-zoom — explained in plain English

Analysis updated 2026-05-18

184Audience · generalComplexity · 3/5Setup · moderate

In one sentence

A repo describing an AI powered Zoom meeting analytics tool, but its README literally begins with a leaked AI writing prompt and has no source code behind it.

Mindmap

mindmap
  root((Zoom-Pro))
    What it claims
      Meeting transcription
      Action item extraction
    Tech stack
      Python
      Node.js
    Concerns
      Leaked AI prompt text
      No visible code
    Audience
      Teams using Zoom

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

What do people build with it?

USE CASE 1

Study how AI generated template READMEs can be spotted from leaked prompt text.

USE CASE 2

Compare this repo's marketing claims against the complete absence of source code.

USE CASE 3

Use as a reference example when researching low effort repository spam patterns.

What is it built with?

Node.jsPython

How does it compare?

ahmadalalibz2006-stack/calibr-zoom6hourt9/push-video-wallpaper-engineabhirammandula-boop/nooklink-pc-emulator-toolkit
Stars184184184
Setup difficultymoderateeasyeasy
Complexity3/52/52/5
Audiencegeneralvibe codergeneral

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

How do you get it running?

Difficulty · moderate Time to first run · 30min

Requires a Zoom API key plus OpenAI or Claude API keys, though no working code was found to use them with.

No license terms were found in the reviewed material.

So what is it?

This repository describes a tool called Zoom-Pro, presented as an AI powered meeting analytics and automation platform built on top of the Zoom video conferencing service. According to the README, it listens to meetings, transcribes audio in real time, analyzes who said what and with what emotional tone, extracts action items and decisions, and links that information to other tools such as project trackers. Features described include automated note taking using AI language models such as OpenAI and Claude, a local searchable database of past meeting content, automation rules that create tickets or draft emails when certain keywords are detected, and a real time dashboard showing meeting participation and sentiment. The README states transcription data is stored locally rather than uploaded to the cloud, aside from optional summary syncing. The README is written in polished technical language and includes a system architecture diagram, configuration file examples, and command line usage examples, claiming support for Linux, macOS, and Windows. However, the README text itself begins with the sentence Here is a detailed README.md file for a new, distinct repository inspired by your context, which is an artifact of an AI writing prompt that was accidentally left in the final output. This reveals the README was generated as a template rather than written to describe real, working software. The repository was created and pushed on the same day in May 2026 and contains no visible source code, only documentation. Given the leaked AI generation prompt, the same day creation, and the absence of any implementation, there is no evidence that the described functionality exists. Anyone interested in real Zoom meeting analytics tools should look for projects with visible source code, commit history, and independent verification rather than relying on this repository's claims. The full README is longer than what was shown.

Copy-paste prompts

Prompt 1
Point out the sentence in this README that reveals it was generated from an AI prompt template.
Prompt 2
List the features claimed here that would require real source code to verify.
Prompt 3
Explain what red flags suggest this repository has no working software behind it.
Prompt 4
Summarize what a legitimate Zoom meeting analytics tool would need to actually deliver these features.

Frequently asked questions

What is calibr-zoom?

A repo describing an AI powered Zoom meeting analytics tool, but its README literally begins with a leaked AI writing prompt and has no source code behind it.

What license does calibr-zoom use?

No license terms were found in the reviewed material.

How hard is calibr-zoom to set up?

Setup difficulty is rated moderate, with roughly 30min to a first successful run.

Who is calibr-zoom for?

Mainly general.

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