PromptWise Firefox

PromptWise

PromptWise rewrites your prompt before you send it to ChatGPT, Claude, or Gemini - fewer tokens, same result - and nudges you when the chat gets bloated or your model is overkill. 100% local; nothing leaves your browser.

Features & Capabilities

PromptWise helps you get the same results from AI assistants while spending fewer tokens. As you type in ChatGPT, Claude, or Gemini, PromptWise reads your draft and suggests a tighter version — removing filler and politeness, simplifying verbose phrasing, and dropping context the model already has. You see the rewrite and the exact token saving, and apply it with one click. Nothing is ever sent automatically. It also watches your conversation and nudges you when:

• the thread has grown long, repetitive, or off-topic — offering to summarize and start a fresh chat, and

• you're using an expensive model for a simple task — suggesting a cheaper one. Privacy first: the engine runs entirely in your browser and makes no network calls. Your prompts never leave your device, and PromptWise collects and transmits no data. Optional local AI: if you run Ollama, or enable in-browser WebLLM, PromptWise can produce higher-quality rewrites and real conversation summaries — still 100% on your own machine, nothing sent to any server. Works on chatgpt.com, claude.ai, and gemini.google.com. Free and open source (MIT): https://github.com/Nirupam014/promptwise

User Growth & Download Statistics

Manifest V3 Add-on
By:
Nirupam Chakrabarti
Daily users:
-
Version:
1.0.1 Last updated: 2026-06-26
Version code:
6320592
Creation date:
2026-06-20
Risk:
Very high risk impact High risk likelihood
Permissions:
Host permissions:
  • http://localhost:11434/*
  • http://127.0.0.1:11434/*
Content scripts matches:
  • chatgpt.com
  • chat.openai.com
  • claude.ai
  • gemini.google.com
Size:
70.43KB
URLs:
Website
Full description:
See detailed description
Source:
Firefox Add-ons Store
Data ingested on:
2026-07-26
Compare stats and ranking:

Contact the developer

Chrome-Stats does not own this Firefox add-on. Please use these information below to contact the Firefox add-on developer.
Developed by:
Nirupam Chakrabarti
Firefox Add-ons Store
https://addons.mozilla.org/firefox/addon/promptwise/
Website:
https://github.com/Nirupam014/promptwise/issues

Is PromptWise Safe?

Risk impact
Risk impact measures the level of extra permissions an extension has access to. A low risk impact extension cannot do much harms, whereas a high risk impact extension can do a lot of damage like stealing your password, bypassing your security settings, and accessing your personal data. High risk impact extensions are not necessarily malicious. However, if they do turn malicious, they can be very harmful.

PromptWise requires a lot of sensitive permissions. Exercise caution before installing.

Risk impact analysis details
  • Critical Request access to the following domains: chatgpt.com, openai.com, claude.ai, google.com, localhost, 0.1
  • High ******* ******* **** *** ****** ***** *** ***** ** ******* **** ********* ********* ** * *********** *****
Risk likelihood
Risk likelihood measures the probability that a Firefox add-on may turn malicious. This is determined by the publisher and the Firefox add-on reputation on Firefox Add-ons Store, the amount of time the Firefox add-on has been around, and other signals about the Firefox add-on. Our algorithms are not perfect, and are subject to change as we discover new ways to detect malicious extensions. We recommend that you always exercise caution when installing a Firefox add-on.

PromptWise is recently added, and hasn't been around long enough for us to gather enough data to accurately assess its risk level.

Risk likelihood analysis details
  • High This extension was recently updated in the past month. New updates may not be stable or safe.
  • High **** ********* *** *** **** ****** ********* ********** *** *** ** ****** ** *****
  • Medium **** ********* *** ***** ** *** **** * ******* *** ********** *** *** ** ****** ** *****
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