🎯 What It Means

Understand what the discovered topics reveal about Claude usage patterns. Learn how to interpret topic strength, word importance, and what these patterns mean for your projects.

Start Here

📖 How It Works

Dive into the technical details of the analysis process. Learn about topic modeling, LDA algorithms, and how we collect and process Claude.md files from GitHub.

Technical

📈 Topic Evolution

Track how topics change over time across multiple analysis runs. See topic stability, new topic emergence, and evolution patterns.

Historical

Topic Visualization

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Privacy Notice: No data is stored. All analysis is performed in memory and temporary files are cleaned up after processing.