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Siyuan Wang Thrimbda

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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.

@Taylor123
Taylor123 / pump_amm.json
Created March 21, 2025 00:21
PumpSwap IDL
{
"address": "pAMMBay6oceH9fJKBRHGP5D4bD4sWpmSwMn52FMfXEA",
"metadata": {
"name": "pump_amm",
"version": "0.1.0",
"spec": "0.1.0",
"description": "Created with Anchor"
},
"instructions": [
{
@qwaz
qwaz / keymap
Last active June 12, 2025 14:46
Change wslg keyboard layout to colemak
#!/bin/bash
# Base on https://github.com/microsoft/wslg/issues/173#issuecomment-910172263
read -r -d '' GWSL_SYSTEM_CONFIG_COMMANDS <<EOF
KEYMAP_LAYOUT=\`grep -r '^keymap_layout=.*\$' /home/wslg/.config/weston.ini\`;if [ -z \$KEYMAP_LAYOUT ]; then sed -i '$ a\\\n[keyboard]\nkeymap_layout=us\nkeymap_variant=colemak\n' /home/wslg/.config/weston.ini;pkill -HUP weston;fi
EOF
echo "${GWSL_SYSTEM_CONFIG_COMMANDS}"
wsl.exe -d $WSL_DISTRO_NAME --system /bin/bash -c ${GWSL_SYSTEM_CONFIG_COMMANDS}
@programus
programus / alacritty.yml
Last active August 22, 2025 17:03
pull down from top alacritty (like iTerm2)
window:
# Window dimensions (changes require restart)
#
# Number of lines/columns (not pixels) in the terminal. The number of columns
# must be at least `2`, while using a value of `0` for columns and lines will
# fall back to the window manager's recommended size.
dimensions:
columns: 500
lines: 30
@mjlbach
mjlbach / gccEmacs.md
Last active December 6, 2023 10:34
Installing gccEmacs (native-comp) with Nix

WARNING: THIS GIST IS OUT OF DATE AND NO LONGER RELEVANT

  • Native-comp was enabled by default in nixpgks
  • Pgtk is not enabled by default, for that you can either override the derivation or use emacsPgtk from the nix-community emacs overlay if you don't want to build it yourself

Nix

Adding the overlay and configuring cachix

@tomonacci
tomonacci / build.sc
Last active July 20, 2022 13:42
Using Twitter Scrooge with Mill
import scalalib._
import mill._
import mill.define.Sources
import mill.api.PathRef
import $ivy.`com.twitter::scrooge-generator:19.11.0`
object example extends Cross[ExampleModule]("2.12.8")
class ExampleModule(val crossScalaVersion: String) extends CrossSbtModule {
@bessarabov
bessarabov / gist:674ea13c77fc8128f24b5e3f53b7f094
Last active September 2, 2025 01:50
One-liner to generate data shown in post 'At what time of day does famous programmers work?' — https://ivan.bessarabov.com/blog/famous-programmers-work-time
git log --author="Linus Torvalds" --date=iso | perl -nalE 'if (/^Date:\s+[\d-]{10}\s(\d{2})/) { say $1+0 }' | sort | uniq -c|perl -MList::Util=max -nalE '$h{$F[1]} = $F[0]; }{ $m = max values %h; foreach (0..23) { $h{$_} = 0 if not exists $h{$_} } foreach (sort {$a <=> $b } keys %h) { say sprintf "%02d - %4d %s", $_, $h{$_}, "*"x ($h{$_} / $m * 50); }'
@safijari
safijari / orgmode_spacemacs.org
Last active May 30, 2023 16:11
Org mode spacemacs tutorial file

I hope the tutorial has been useful to you. If it was kindly leave a like and a comment, and consider subscribing and turning on subscription notifications. I intend to make more videos like this on the topics mentioned before as well as on other spacemacs topic like magit (git plugin), large scale refactoring, and a number of other things. Thank you so much for watching.

Org tutorial

Note: a great reference can be had here http://spacemacs.org/layers/+emacs/org/README.html

Outlines/headers

Show that each outline has it’s associated “text” under it

@adham90
adham90 / spacemacs-keybindings
Last active December 27, 2025 20:22
spacemacs keybindings that i need to learn
SPC s c remove highlight
**** Files manipulations key bindings
Files manipulation commands (start with ~f~):
| Key Binding | Description |
|-------------+----------------------------------------------------------------|
| ~SPC f c~ | copy current file to a different location |
| ~SPC f C d~ | convert file from unix to dos encoding |
| ~SPC f C u~ | convert file from dos to unix encoding |
@abdullin
abdullin / ddd-in-golang.markdown
Last active October 10, 2023 00:46
DDD in golang

This is my response to an email asking about Domain-Driven Design in golang project.

Thank you for getting in touch. Below you will find my thoughts on how golang works with DDD, changing it. This is merely a perception of how things worked out for us in a single project.

That project has a relatively well-known domain. My colleagues on this project are very knowledgeable, thoughtful and invested in quality design. The story spelled out below is a result of countless hours spent discussing and refining the approach.

Conclusions could be very different, if there was a different project, team or a story-teller.

Short story