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⚡ Prompt Pipeline

License Built With Platform Status Performance

Turn codebases into AI-ready execution plans for ChatGPT & Codex.


🧠 Overview

Prompt Pipeline transforms large projects into structured work packages so AI tools can focus on execution instead of exploration.


🎬 Demo

Select Project

Step 1

Wait For Process

Step 2

Check Info

Step 3

Generate Package

Step 4

ChatGPT Output

Step 5


🚀 Features

  • Work package generation (.md + .zip)
  • Smart filtering (junk removal, secret redaction)
  • Instruction templates (Bug Report, Fixes, Refactor, Tests)
  • Intelligent chunking
  • Large project optimization (batching, progress tracking)

⚡ Before vs After

Without Prompt Pipeline

Code → AI → Confusion → Planning → Execution

With Prompt Pipeline

Code → Structured Input → AI → Execution


🧪 Performance

Tested on: - Unity project (~57GB) - ~120,000 files

Results: - No crash - Minimal lag - Stable output


🚀 Quick Start

npm install
npm run build

Open chrome://extensions → Enable Developer Mode → Load Unpacked → select dist


❓ Why not just paste code?

  • Context limits
  • Token waste
  • Repetition

Prompt Pipeline: - Filters - Structures - Instructs


📜 License

MIT

About

A generic code ingestion pipeline for AI tools, enabling efficient analysis of large repositories through smart filtering, chunking, and prompt generation.

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