Turn codebases into AI-ready execution plans for ChatGPT & Codex.
Prompt Pipeline transforms large projects into structured work packages so AI tools can focus on execution instead of exploration.
- 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)
Code → AI → Confusion → Planning → Execution
Code → Structured Input → AI → Execution
Tested on: - Unity project (~57GB) - ~120,000 files
Results: - No crash - Minimal lag - Stable output
npm install
npm run buildOpen chrome://extensions → Enable Developer Mode → Load Unpacked → select dist
- Context limits
- Token waste
- Repetition
Prompt Pipeline: - Filters - Structures - Instructs
MIT




