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Chances are a lightweight CMS already exists. Winter CMS is one such option.
Netlify CMS https://www.netlifycms.org
TinaCMS https://tina.io (my preference)
https://github.com/cedaro/satispress - made for this exact problem
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a more popular project.