Key Findings
- "Agent & Task" is the most prevalent topic across analyzed repositories.
- 89 unique terms identified across all 5 topics.
- Analysis has been run 30 times, tracking topic evolution over time.
Discovered Topics
This topic captures how developers structure their requests to Claude, covering task workflows, documentation patterns, and user context. It reflects the meta-layer of how teams organize their Claude interactions beyond just code generation.
This topic represents a cluster of related terms discovered through topic modeling analysis. The word weights indicate how strongly each term is associated with this theme across the analyzed repositories.
Frontend-focused CLAUDE.md files are among the most detailed. The prevalence of "npm," "typescript," and "react" reflects the dominance of the React/TypeScript ecosystem in projects using Claude Code. These files typically specify component patterns, state management, and build tooling.
This topic represents a cluster of related terms discovered through topic modeling analysis. The word weights indicate how strongly each term is associated with this theme across the analyzed repositories.
This topic represents a cluster of related terms discovered through topic modeling analysis. The word weights indicate how strongly each term is associated with this theme across the analyzed repositories.