Discord Chat Analyzer

A TypeScript-based service that analyzes Discord chat history from Supabase and generates comprehensive summaries using OpenAI's GPT-4.

Features

• Smart Message Analysis: Processes Discord chat history and generates structured analysis including:

  • Concise technical discussion summaries
  • FAQ compilation from discussions
  • Help interaction tracking with point rewards
  • Action item extraction

• Efficient Processing:

  • Chunks messages for optimal processing
  • Uses GPT-4 for analysis
  • Progress tracking with detailed console output
  • Error handling and recovery

• Structured Output:

  • JSON formatted analysis
  • Point-based help interaction tracking
  • Categorized action items
  • FAQ compilation

Prerequisites

• Node.js 18+
• Supabase project with Discord messages
• OpenAI API key
• Required environment variables:

  SUPABASE_URL=your_supabase_url
  SUPABASE_KEY=your_supabase_key
  OPENAI_API_KEY=your_openai_key

Installation

1. Clone the repository
2. Install dependencies:

pnpm install

Usage

Basic usage:

# Get messages from a channel
pnpm messages [serverId] [channelId] [days]

# Analyze messages
pnpm analyze [serverId] [channelId] [days]

Arguments:

• serverId: Discord server ID (optional, defaults to configured ID)
• channelId: Discord channel ID (optional, analyzes all channels if omitted)
• days: Number of days to analyze (optional, defaults to 7)

Output Format

The script generates a structured JSON output containing:

1. Summary: Focused technical discussion overview
2. FAQ: Important questions and answers from the chat
3. Help Interactions: Community support tracking with point rewards:
   • 50-100 points: Direct problem solving
   • 30-80 points: Detailed explanations
   • 10-30 points: Quick answers
   • 5-10 points: Future help promises
4. Action Items: Categorized into:
   • Technical Tasks
   • Documentation Needs
   • Feature Requests

Customization

You can modify the analysis behavior by adjusting:

• Model settings in AnalyzerService
• Chunk size in analyzeChat
• Analysis structure in formatPrompt
• Output formatting in mergeAnalyses

Error Handling

The service includes:

• Graceful error recovery
• Progress tracking
• Chunk processing error handling
• Invalid response structure handling

Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

License

MIT

summariser-v1