1graphify query "describe the overall architecture of this project"
2graphify query "what are the main architectural patterns used?"
3graphify query "how is the codebase organized at a high level?"

1graphify query "describe the data flow from YouTube URL to Hugo content page"
2graphify query "how does data flow through the dictionary extraction pipeline?"
3graphify query "what is the data flow for anki flashcard generation?"

1graphify query "what are the module boundaries in this project?"
2graphify query "which modules are tightly coupled?"
3graphify query "show the dependency graph between major subsystems"

1graphify query "describe the youtube content pipeline architecture"
2graphify query "how does the vocabulary extraction pipeline handle errors?"
3graphify query "what are the stages in the anki generation pipeline?"

1graphify query "how is configuration managed across the project?"
2graphify query "how do skills integrate with the main application?"
3graphify query "what extension points exist for adding new content types?"

1graphify query "describe the Hugo build process and customizations"
2graphify query "how does the task automation work?"
3graphify query "what are the deployment steps for this site?"

1graphify query "where would a new content type fit in the current architecture?"
2graphify query "what existing patterns should a new skill follow?"
3graphify query "which modules would a new pipeline stage touch?"

1graphify query "which modules have the most incoming dependencies?"
2graphify query "what are the most complex functions by cyclomatic complexity?"
3graphify query "which files are central hubs in the dependency graph?"

1graphify query "where are the circular dependencies?"
2graphify query "which modules violate layering principles?"
3graphify query "what code is unused or unreachable?"

1graphify query "what communities exist in the codebase?"
2graphify query "which files belong to the 'YouTube Pipeline' community?"
3graphify query "show the relationship between communities"

1graphify query "which files are most central in the graph?"
2graphify query "what are the hub files that connect subsystems?"
3graphify query "which symbols are most referenced across the codebase?"

 1# 1. Big picture
 2graphify query "project overview"
 3
 4# 2. Subsystems
 5graphify query "what are the main subsystems?"
 6# → Dictionary, YouTube, Anki, Lexicon, JupyterLite
 7
 8# 3. Pick one
 9graphify query "how does the Dictionary subsystem work?"
10
11# 4. Pipeline
12graphify query "describe the data flow in the Dictionary pipeline"
13
14# 5. Key files
15graphify explain scripts/dictionary/extract_vocab.py
16
17# 5. Config
18graphify query "how is the Dictionary pipeline configured?"
19
20# 6. Extension
21graphify query "how would I add a new vocabulary source?"