Generate podcast metadata (titles, descriptions, chapters, SRT subtitles) from transcripts using AI powered by the GitHub Copilot SDK.

• 🎯 Title Generation - Get multiple creative title suggestions for your episode
• 📝 Description Generation - Create short, medium, and long descriptions optimized for different platforms
• 📑 Chapter Generation - Auto-generate YouTube-compatible chapter markers with timestamps
• 🎬 SRT Conversion - Convert transcripts to valid SRT subtitle format
• 🔄 Multiple Transcript Formats - Support for Zencastr, time-range, SRT formats, and plain text
• 📂 File Browser - Built-in file browser or drag-and-drop support
• ⚡ Streaming Responses - Watch AI responses generate in real-time
• 🤖 Model Selection - Choose from multiple AI models (GPT-5, Claude, Gemini)
• ⚙️ Configurable Settings - Customize generation parameters and save preferences

• .NET 10.0 SDK or later
• GitHub Copilot CLI installed and authenticated

macOS and Linux (Homebrew):

brew install copilot-cli

Windows (WinGet):

winget install GitHub.Copilot

All platforms (npm, requires Node.js 22+):

npm install -g @github/copilot

macOS and Linux (install script):

curl -fsSL https://gh.io/copilot-install | bash

Then authenticate:

copilot
# Type /login and follow the prompts

dnx PodcastMetadataGenerator

dotnet tool install -g PodcastMetadataGenerator

git clone https://github.com/jamesmontemagno/podcast-metadata-generator.git
cd podcast-metadata-generator
dotnet build PodcastMetadataGenerator.sln

• Using GitHub Copilot SDK built-in APIs in .NET

# If installed as a tool:
podcast-metadata-generator

# Or from source:
cd src/Console
dotnet run

podcast-metadata-generator /path/to/transcript.txt

# Or from source:
dotnet run -- /path/to/transcript.txt

A web UI demo is included for local development and presentations.

⚠️ Local Use Only: The Blazor app uses your local Copilot authentication and is not designed for deployment or multi-user access.

# From repository root
cd src/Blazor
dotnet run

Then open https://localhost:5001 in your browser.

• Drag-and-drop file upload
• Real-time streaming AI output
• Tabbed results view
• Settings persistence via localStorage

00:00.00 Speaker 1: Hello and welcome to the show.
00:15.50 Speaker 2: Thanks for having me!

00:00:00 - 00:00:15
Hello and welcome to the show.

00:00:15 - 00:00:30
Thanks for having me!

1
00:00:00,000 --> 00:00:15,000
Hello and welcome to the show.

2
00:00:15,000 --> 00:00:30,000
Thanks for having me!

Any text file without timestamps will be processed as plain text. Note: Chapter generation and SRT conversion require timestamps.

When you save results, the following files are generated:

Access settings from the main menu to configure:

• AI Model - Select from available Copilot models (dynamically fetched from CLI)
• Output Directory - Default location for saved files
• Podcast Name - Your podcast name (used in prompts for better context)
• Host Names - Host names (used in prompts)
• Episode Context - Add guest names, topics, or other context to improve generation

• Title Count - Number of title suggestions to generate (default: 5)
• Title Max Words - Maximum words per title (default: 10)
• Description Lengths - Word counts for short/medium/long descriptions (default: 50/150/300)
• Chapter Range - Min/max chapters to generate (default: 3-12)
• Chapters per 30 min - Target density of chapters (default: 5)
• Chapter Title Words - Max words per chapter title (default: 8)

Settings are automatically saved to ~/.config/podcast-metadata-generator/settings.json.

podcast-metadata-generator/
├── PodcastMetadataGenerator.sln     # Solution file
├── src/
│   ├── Core/                        # Shared class library
│   │   ├── Models/
│   │   │   ├── AppSettings.cs       # Configuration and generation settings
│   │   │   ├── GenerationResult.cs  # Results container
│   │   │   ├── Manifest.cs          # JSON manifest structure
│   │   │   ├── Transcript.cs        # Transcript model
│   │   │   └── TranscriptSegment.cs # Segment model
│   │   ├── Services/
│   │   │   ├── CopilotAuthService.cs   # CLI authentication checks
│   │   │   ├── MetadataGenerator.cs    # AI generation via Copilot SDK
│   │   │   ├── OutputService.cs        # File output handling
│   │   │   ├── SettingsService.cs      # Settings persistence
│   │   │   ├── SrtConverter.cs         # SRT format conversion
│   │   │   └── TranscriptParser.cs     # Multi-format transcript parsing
│   │   └── Prompts/
│   │       └── PromptTemplates.cs      # AI prompt templates
│   ├── Console/                     # Console application
│   │   ├── UI/
│   │   │   ├── AppWorkflow.cs          # Main application workflow
│   │   │   └── ConsoleUI.cs            # Spectre.Console UI helpers
│   │   └── Program.cs                  # Console entry point
│   └── Blazor/                      # Blazor Server demo (local only)
│       ├── Components/
│       │   ├── Layout/                 # MainLayout, NavMenu
│       │   └── Pages/                  # Home, Generate, Settings
│       ├── wwwroot/
│       │   └── css/app.css
│       └── Program.cs                  # Blazor entry point
└── data/                            # Sample transcripts

Contributions are welcome! Please see CONTRIBUTING.md for guidelines.

1. Fork the repository
2. Create your feature branch (git checkout -b feature/amazing-feature)
3. Commit your changes (git commit -m 'Add some amazing feature')
4. Push to the branch (git push origin feature/amazing-feature)
5. Open a Pull Request

This project is licensed under the MIT License - see the LICENSE file for details.

• GitHub Copilot SDK for AI integration
• Spectre.Console for the beautiful terminal UI
• Inspired by jamesmontemagno/app-podcast-assistant