Conversation Data Management Skill

Use this skill when working with conversation logs, training data, and AI memory management.

Workflow Steps

1. Data Source Analysis

   • Identify conversation log formats and structures
   • Parse different export formats (JSON, text, database dumps)
   • Extract user/assistant message pairs

2. Data Cleaning and Validation

   • Remove corrupted or incomplete conversations
   • Validate message content and metadata
   • Ensure chronological ordering