Made my messy notes actually usable

Reddit r/LocalLLaMA / 4/13/2026

💬 OpinionDeveloper Stack & InfrastructureSignals & Early TrendsTools & Practical Usage

Key Points

  • The post shares a personal workflow shift from manually keeping notes organized across multiple file types to automatically compiling them into a structured wiki.
  • The author used the GitHub project “llm-wiki-compiler,” which follows a loop of sources → compile → wiki → query → save to iteratively enrich the wiki.
  • The approach is designed to reduce the need for manual organization while making notes more usable and navigable when revisited.
  • Readers are invited to try the tool and provide feedback, positioning it as a practical, user-driven experiment rather than a formal release announcement.

I used to spend way too much time trying to keep my notes clean across docs, PDFs, and random files… and it never really stayed organized anyway.

Recently tried just dumping everything into this repo: https://github.com/atomicmemory/llm-wiki-compiler and letting it compile things into a wiki automatically.

It's core loop:

sources → compile → wiki → query → save → richer wiki

Now I barely organize anything myself, it just structures everything in a way that actually makes sense when I come back to it.

Give it a spin and let me know what you think:)

submitted by /u/knlgeth
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