That's why I built Wenlan, it's your personal wiki desktop app that compiles your notes, code, AI chat files and everything into once unified place, where statement in in the pages get checked and fixed if they are backed up. When one source changes and related pages get updated and we have the you don't need to build that upkeep to maintain the process. No extra plugins or setups. AI wrote with your knowledges and wenlan protect your pages that you've built. It will only ask for your approval when if they can't figure out it's contradictory or out of their ability to decide. Usually this is automatic when safe to do so.
It's it's a free, open source and local first. On MacOS and Windows desktop app. Linux with. the the daemon and CLI.
Looking forward to honest feedbacks and any improvements suggested. And hopefully help you get the most of LLM wiki that actually work and can be trust.