What are these %% begin id-pn2xitti%% and %% end id-pn2xitti %% and ^pn2xitti? These are the persistance-markers of the indivual highlights, and the reference-id to that highlight.

The markers are meant for the importer. It will skip all text within those markers, so they stay when updating a zotero-import. Removing a marked block does not work well, it will not be reimported. Don't know how to fix that. If you want to reimport a highlight-block, best is to change the highlight in zotero (for example change the color). This will update the id, and on the next import the new highlight will be imported.

The reference-id is used like this: [[@name-of-the-note#^pn2xitti]]

A pattern for building personal knowledge bases using LLMs.

This is an idea file, it is designed to be copy pasted to your own LLM Agent (e.g. OpenAI Codex, Claude Code, OpenCode / Pi, or etc.). Its goal is to communicate the high level idea, but your agent will build out the specifics in collaboration with you.

Most people's experience with LLMs and documents looks like RAG: you upload a collection of files, the LLM retrieves relevant chunks at query time, and generates an answer. This works, but the LLM is rediscovering knowledge from scratch on every question. There's no accumulation. Ask a subtle question that requires synthesizing five documents, and the LLM has to find and piece together the relevant fragments every time. Nothing is built up. NotebookLM, ChatGPT file uploads, and most RAG systems work this way.

Code like Luke.

Implement the requested change, but optimize the design for the normal user flow. If the happy path is 95% of runtime behavior, it should be approximately 95% of the code readers see.

Start with context:

• inspect the existing code, callsites, data flow, and nearby conventions

Export all your ChatGPT conversations as JSON + Markdown + HTML + ZIP. Works with ChatGPT Business/Team/Enterprise accounts (including SSO/Okta).

• JSON — Raw conversation data from the API
• Markdown — Clean text with headers per message, relative links to downloaded files
• HTML — ChatGPT-style conversation viewer with sidebar navigation, syntax-highlighted code blocks, and embedded images

Location: ~/.config/waybar/

Result

Hover the most left icon will show monitoring (cpu, ram, temperature, and disk)