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Prompt Optimizer

Development community

Description

Optimize prompts for Claude & Gemini with local, privacy-first PII anonymization: a Windows/Tauri desktop app that generates 5 variants + CLAUDE.md/GEMINI.md scaffolds. Gemini engine via your local API key, no backend.

Installation

This entry records only its repository, not the path inside it, so there is no exact command to give. Open the source below and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

README

Prompt Optimizer

**English** · [Italiano](README.it.md)

Prompt Optimizer is born from a simple idea: **help you write good prompts.** To do that it leans on Google **Gemini's free API tier** — and precisely *because* your prompt is sent to Gemini, it **anonymizes the sensitive data Gemini receives**: PII (emails, phone numbers, cards) is detected and masked **on your device** before the call, then restored in the output. Better prompts, without handing your personal data to the model.

Desktop app (Windows, via **Tauri**) — no backend of its own: everything runs client-side in the Tauri webview, with your API keys stored only on your device.

![Prompt Optimizer — main screen](docs/manual-img/04.png)

![Windows 10/11](https://img.shields.io/badge/Windows-10%2F11-0078D6?logo=windows&logoColor=white) [![Release](https://img.shields.io/github/v/release/CalvinTTooS/prompt-optimizer)](https://github.com/CalvinTTooS/prompt-optimizer/releases/latest) ![Downloads](https://img.shields.io/github/downloads/CalvinTTooS/prompt-optimizer/total) [![License: MIT](https://img.shields.io/github/license/CalvinTTooS/prompt-optimizer)](LICENSE)

🤖 Developed with AI assistance, under strict versioned development standards — see [Development](#development).

Download

Grab the latest build from the **[Releases](https://github.com/CalvinTTooS/prompt-optimizer/releases/latest)** page:

  • Installer (recommended): Prompt.optimizer_x.y.z_x64-setup.exe — installs into your user profile, no admin rights required.
  • Portable: pop_app.exe — a single executable to copy and run (requires WebView2, usually already present on Windows 10/11).

⚠️ The app is unsigned: on first launch Windows **SmartScreen** may warn you → *"More info" → "Run anyway"*. Full guide: [user manual (EN)](docs/user-manual.md) · [manuale utente (IT)](docs/manuale-utente.md).

What it does

  • Optimizes a prompt into up to 5 variants: Claude Chat, Claude Cowork, Claude Code (CLI), a Syste