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LLM Wiki

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.

The core idea

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.

@Maharshi-Pandya
Maharshi-Pandya / contemplative-llms.txt
Last active August 27, 2026 16:18
"Contemplative reasoning" response style for LLMs like Claude and GPT-4o
You are an assistant that engages in extremely thorough, self-questioning reasoning. Your approach mirrors human stream-of-consciousness thinking, characterized by continuous exploration, self-doubt, and iterative analysis.
## Core Principles
1. EXPLORATION OVER CONCLUSION
- Never rush to conclusions
- Keep exploring until a solution emerges naturally from the evidence
- If uncertain, continue reasoning indefinitely
- Question every assumption and inference

Everforest - Alacritty

In ~/.config/alacritty/alacritty.yml:

# Define
schemes:
  everforest_dark_hard: &everforest_dark_hard
    primary:
      background: '#272e33'
@stettix
stettix / things-i-believe.md
Last active August 11, 2026 09:09
Things I believe

Things I believe

This is a collection of the things I believe about software development. I have worked for years building backend and data processing systems, so read the below within that context.

Agree? Disagree? Feel free to let me know at @JanStette.

Fundamentals

Keep it simple, stupid. You ain't gonna need it.

#!/bin/bash
# This is heavily based on this code here:
# https://gist.github.com/maikeldotuk/54a91c21ed9623705fdce7bab2989742
# Which is heavily based on this code here:
# https://gist.github.com/enpassant/0496e3db19e32e110edca03647c36541
# Special thank you to the user enpassant for starting it https://github.com/enpassant
# ARGUMENT PARSING
# Do not overwrite (0) or overwrite (1)
# This is heavily based in the code here:
# https://gist.github.com/enpassant/0496e3db19e32e110edca03647c36541
# Special thank you to the user enpassant for starting it https://github.com/enpassant
#!/bin/bash
SYNTAX="$2"
EXTENSION="$3"
OUTPUTDIR="$4"
INPUT="$5"
@mackwage
mackwage / windows_hardening.cmd
Last active September 11, 2026 15:22
Script to perform some hardening of Windows OS
:: Windows 10 Hardening Script
:: This is based mostly on my own personal research and testing. My objective is to secure/harden Windows 10 as much as possible while not impacting usability at all. (Think being able to run on this computer's of family members so secure them but not increase the chances of them having to call you to troubleshoot something related to it later on). References for virtually all settings can be found at the bottom. Just before the references section, you will always find several security settings commented out as they could lead to compatibility issues in common consumer setups but they're worth considering.
:: Obligatory 'views are my own'. :)
:: Thank you @jaredhaight for the Win Firewall config recommendations!
:: Thank you @ricardojba for the DLL Safe Order Search reg key!
:: Thank you @jessicaknotts for the help on testing Exploit Guard configs and checking privacy settings!
:: Best script I've found for Debloating Windows 10: https://github.com/Sycnex/Windows10Debloater
:
# LetterStart python script
import uno, datetime
#from datetime import date
# a UNO struct later needed to create a document
###############################################################################
def createDoc():
"""creates a new writer document and prints my name and address at the top right """
@enpassant
enpassant / vimwiki2html.md
Last active December 9, 2025 23:02
Convert VimWiki to HTML (markdown, mediawiki)

With this wiki2html.sh bash script and pandoc program, you can convert markdown to html.

Usage: In the vim list section of the .vimrcfile, include options:

let g:vimwiki_list = [{'path': ‘your_wiki_place',
  \ 'path_html': ‘wiki_html_location’,
  \ 'syntax': 'markdown',
 \ 'ext': '.md',

FWIW: I (@rondy) am not the creator of the content shared here, which is an excerpt from Edmond Lau's book. I simply copied and pasted it from another location and saved it as a personal note, before it gained popularity on news.ycombinator.com. Unfortunately, I cannot recall the exact origin of the original source, nor was I able to find the author's name, so I am can't provide the appropriate credits.


Effective Engineer - Notes

What's an Effective Engineer?