> System ready. Awaiting script...
Quality Metrics Dashboard
Concept Tags:
Structure Summary:
| Structure type | Count |
|---|---|
| Functions / Methods | 0 |
| Classes Defs | 0 |
| Imports | 0 |
| Variables | 0 |
| Control Flow Blocks | 0 |
| Advanced Expressions | 0 |
| Anti-patterns detected | 0 |
Functions & Methods
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Classes Definitions
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Imports
No imports detected.
Variables Dictionary
No variables detected.
Control Flow Blocks
No control flow constructs detected.
Advanced Expressions
No advanced expressions detected.
Execution Call Graph
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Anti-patterns & Warnings
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Element Explanations
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Source Code View
🛡️ Architecture Dev-Lens (Views & Beyond)
To analyze and deeply understand the architecture of a Python script, there is no single “best” lens — but there is a well‑established, multi‑view methodology that the software architecture community considers the gold standard. By applying that methodology and supplementing it with Python‑specific perspectives, you can systematically uncover everything from high‑level structure to runtime behavior.
Select an architectural lens above to begin exploration.
Security Analysis
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Dead Code Detection
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Modernization Hints
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Coupling & Cohesion
Classes — LCOM-4 (0 = cohesive, higher = fragmented)
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Functions — Fan-In / Fan-Out
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Test Quality Estimation
Minimum tests needed per function: max(branches, 1) + loops + exception paths.
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Python Version Requirements
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Concept Cards
Interactive teaching cards for Python concepts detected in your code.
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