Key Findings

Discovered Topics

๐Ÿ”จ
Project Structure
Build commands, package managers, and dependency setup
work
0.3485
check
0.3453
repository
0.3313
user
0.3205
project
0.3133
task
0.313
git
0.3005
add
0.282
read
0.2781
rule
0.2779

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.

๐Ÿงช
Cmake & Board
Test runners, linting, and validation workflows
cmake
0.6939
board
0.6459
example
0.5898
make
0.5022
gdb
0.4825
bash
0.4519
openocd
0.4136
ninja
0.4037
skill
0.2645
speed
0.2389

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.

โœ๏ธ
Frontend Development
Code style, formatting conventions, and naming rules
npm
1.2775
bun
0.4068
pnpm
0.3674
lint
0.2921
dev
0.2841
react
0.2773
frontend
0.2766
install
0.2683
api
0.2621
bash
0.2405

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.

๐Ÿ›๏ธ
Nextjs & Training
Project architecture, modules, and directory structure
nextjs
0.7286
training
0.6704
writing
0.617
breaking
0.5953
know
0.569
apis
0.556
guide
0.5172
structure
0.4445
relevant
0.4384
version
0.4322

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.

โ›”
Python & Crewai
Constraints, prohibitions, and agent guardrails
python
0.9581
crewai
0.4466
verbosetrue
0.3796
llm
0.374
import
0.3421
tool
0.2958
crew
0.2903
model
0.2746
note
0.2517
false
0.2447

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.