graph LR
family["Python Programming"]
program["Python Meta-Programming"]
section["Capstone"]
page["Python Metaprogramming Capstone Guide"]
capstone["Capstone evidence"]
family --> program --> section --> page
page -.applies in.-> capstone
flowchart LR
orient["Orient on the page map"] --> read["Read the main claim and examples"]
read --> inspect["Inspect the related code, proof, or capstone surface"]
inspect --> verify["Run or review the verification path"]
verify --> apply["Apply the idea back to the module and capstone"]
The metaprogramming capstone is the executable proof for the course. It is a compact
incident-plugin runtime where decorators, descriptors, metaclasses, and introspection
must coexist without hiding responsibility.
Use this guide to enter the shelf question-first. The goal is not to browse the whole
runtime. The goal is to pick one mechanism, one owning boundary, and one proof surface.