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AI Prompt Manager - Screenshot 1 - AI Native App, Utility project

AI Prompt Manager

AI Native App, Utility

Project Summary

An AI-native utility embedded directly inside ChatGPT that helps users turn unclear or incomplete requests into clear, structured instructions before content is generated. It operates within the conversation itself, acting as an assistive layer that guides, refines, and improves user input in real time.

The application provides interactive prompt builders and prompt enhancement tools that surface relevant options such as content type, tone, length, and structure. Users can review, edit, and adjust these inputs before submitting, giving them control over how their requests are interpreted and executed.

Built on the Zaltech framework, this tool represents a new class of in-chat utilities that work natively inside the conversational flow rather than as external tools or separate interfaces. Detailed implementation specifics are not publicly disclosed.

Project Info

Start:October 2025
End:
November 2025
Duration:1 month
Tech:24 used
Images:1 available

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Technologies Used

Python

FastMCP

Langfuse

ClickHouse

MCP Inspector

FastAPI

Radix UI

Tailwind CSS

Storybook

Vite

TypeScript

ReactJS

Vitest

Pytest

LangChain

PineconeDB

PostgreSQL

OpenTelemetry

Prometheus

Grafana

Loki

Promtail

Docker

Git

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