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Copilot Instructions - Sample Prepper

**Update docs ONLY when**:

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Jan 15, 2026

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Copilot Instructions - Sample Prepper

Documentation Maintenance

Update docs ONLY when:

Code changes affect existing functionality described in docs
New features are added that users/developers need to know about
API endpoints change
File structure changes significantly

Documentation Standards:

Keep all docs minimal and practical
No fancy embellishments, examples, or lengthy explanations
Focus on essential information only
USER_GUIDE.md: GUI usage basics
DEVELOPER_GUIDE.md: Architecture and setup essentials

Current Architecture:

Frontend: React + TypeScript + Vite (port 4000)
Backend: FastAPI + PyTorch audio processing (port 8080)
File Management: temp/uploads + temp/outputs with auto-cleanup
Audio Pipeline: Multi-format loading → pitch detection → processing → output

Key Files:

```
src/App.tsx
```
: Main UI
```
backend/main.py
```
: Audio processing API
```
src/recorder.ts
```
: MediaRecorder integration
```
src/playback.ts
```
: Keyboard controls

DO NOT:

Add unnecessary details to existing docs
Create additional documentation files
Explain obvious functionality
Add examples unless critical for understanding