Key Findings

Discovered Topics

📋
Testing & Quality
Frontmatter fields: name, description, and metadata
change
0.4397
test
0.4225
phase
0.3717
doc
0.3548
read
0.334
step
0.3113
check
0.3105
run
0.3059
section
0.2943
session
0.2829

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
0.513
method
0.4902
result
0.4557
appropriate
0.4282
problem
0.4243
assumption
0.3515
practice
0.3403
validation
0.3278
domain
0.2949
documentation
0.2939

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.

🎯
Bash & Image
Scoping rules: skill boundaries and usage scenarios
bash
0.7041
image
0.4761
python
0.4102
echo
0.3846
run
0.37
json
0.3389
install
0.2878
prompt
0.2766
model
0.2712
url
0.2673

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
0.6024
const
0.5136
string
0.4811
async
0.4809
import
0.4161
return
0.2998
component
0.278
firebase
0.2075
type
0.195
class
0.171

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 & Review
Tool references, file paths, and cross-skill links
agent
0.7877
review
0.4122
workflow
0.4027
issue
0.3547
task
0.3434
pattern
0.3008
code
0.2788
python
0.2767
execution
0.2453
parallel
0.1945

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.