Key Findings

Discovered Topics

📋
Testing & Quality
Frontmatter fields: name, description, and metadata
agent
0.5236
step
0.5206
test
0.4911
review
0.3874
phase
0.3848
task
0.3656
code
0.3223
issue
0.3168
check
0.298
pattern
0.2865

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.

🔍
Methodology & Method
Progressive disclosure and when-to-invoke triggers
methodology
0.5162
method
0.4897
result
0.463
problem
0.4398
appropriate
0.4244
assumption
0.3581
practice
0.3349
validation
0.3219
documentation
0.3083
domain
0.2942

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
Scoping rules: skill boundaries and usage scenarios
python
0.7824
bash
0.7294
image
0.4782
json
0.3751
echo
0.3511
url
0.3141
run
0.2798
install
0.2648
model
0.2493
api
0.2361

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.

📖
Await & Const
Instructions, examples, and walkthroughs
await
0.587
const
0.5273
async
0.4719
string
0.4417
import
0.3828
return
0.3259
error
0.2527
type
0.2246
component
0.2037
typescript
0.2036

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.

🔗
Documentation
Tool references, file paths, and cross-skill links
doc
0.8705
session
0.4695
interview
0.3789
creates
0.3498
run
0.3089
true
0.3027
design
0.2936
plan
0.2704
decision
0.2332
using
0.2214

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.