Key Findings

Discovered Topics

📋
File Management
Frontmatter fields: name, description, and metadata
file
0.4661
step
0.4312
phase
0.348
review
0.331
test
0.3233
project
0.3115
code
0.3025
run
0.2865
issue
0.2791
context
0.2753

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.

🔍
Und & Oder
Progressive disclosure and when-to-invoke triggers
und
1.6462
oder
0.6655
die
0.3567
der
0.3345
mit
0.2
form
0.0577
email
0.0567
live
0.0488
output
0.0409
plugins
0.0316

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.

🎯
Const & Await
Scoping rules: skill boundaries and usage scenarios
const
0.696
await
0.5755
string
0.4537
return
0.3875
async
0.3838
import
0.3375
typescript
0.2231
function
0.2144
export
0.1888
firebase
0.1876

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.

📖
Agent & Tool
Instructions, examples, and walkthroughs
agent
0.8871
tool
0.4969
mcp
0.4782
session
0.2845
run
0.2082
schema
0.1969
token
0.1928
ngrok
0.1915
task
0.1767
connection
0.1693

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.

🔗
Python & Bash
Tool references, file paths, and cross-skill links
python
0.9953
bash
0.4288
image
0.3977
json
0.3101
model
0.2725
url
0.2232
output
0.2064
cli
0.1977
import
0.1875
video
0.1743

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.