Generate Personal Token.

Go to GitHub profile settings > Developer Setting > Personal Access Tokens

Click generate new token.

Required permission scopes:

Go to Confluence General Configuration > Click Configure ILA DevOps.

Go to page edit Insert Macro > Github Source to confluence.

Go to page edit Insert Macro > Github Issues to confluence.