Semantic knowledge (TF-IDF and tool-IDF and clustering) from Claude sessions
The article discusses the crune tool, which analyzes Claude Code session logs to extract and synthesize reusable skills. It features session playback, a semantic knowledge graph, and automatic session summarization. The tool aims to enhance productivity by providing insights into workflow patterns and tool usage trends.
- ▪Crune is a static web dashboard and CLI tool for analyzing Claude Code session logs.
- ▪It offers features like session playback, analytics, and a semantic knowledge graph for skill synthesis.
- ▪Users can generate reusable skill definitions directly from session logs without needing to clone them.
Opening excerpt (first ~120 words) tap to expand
crune Claude Code Rune — Traces linger, skills emerge Decipher the traces etched in past sessions and resurrect them as reusable skills. crune is a static web dashboard and CLI tool that analyzes Claude Code session logs, providing session playback, analytics, a semantic knowledge graph, and skill synthesis. Features Session Playback --- Turn-by-turn conversation replay with minimap navigation, tool call inspection, and subagent branch expansion Overview Dashboard --- Activity heatmap, project distribution, tool usage trends, duration distribution, model usage, and top edited files Semantic Knowledge Graph --- TF-IDF + Tool-IDF + structural features, Truncated SVD, agglomerative clustering, Louvain community detection, Brandes centrality (algorithm details) Tacit Knowledge --- Extracted…
Excerpt limited to ~120 words for fair-use compliance. The full article is at GitHub.