karpathy

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.

k16shikano

name	japanese-tech-writing
description	日本語の技術文書・書籍原稿の文章規範。整形（一文一行、引用ブロック、脚注、コラム記法）、段落と論証の構成（パラグラフライティング）、論証の厳密さ（ツッコミどころの除去）、読み手の負荷の管理、視点と語り、演出の抑制、LLM っぽい空句の禁止、冗長の排除を定める。日本語で技術書の章、草稿、記事、解説文を書くとき、または推敲・リライトするときに使用する。

日本語技術文書の文章規範

日本語で技術的な原稿（書籍の章、記事、解説文）を書く・推敲するときは、以下の規範に従う。

整形

abhigyantrips

/*

Docusaurus CSS Variables.

I'm making this since I wanted to customize my Docusaurus site theme, but couldn't find a proper list of all Infima CSS variables
the static site generator uses. Thus, I basically copied the root of my site's CSS (along with other vars I found), and made a list
of them that categorizes the vars.

TABLE OF CONTENTS:

jnsahaj

name	code-refactor-review
description	Reviews code changes for reuse, composition, codebase consistency, and slop. Use when asked to review PRs/diffs, check code reuse, composition, cleanliness, or whether code fits the codebase.

Code Refactor Review

Review code changes the way Sahaj usually asks for review: go deep on reuse, composition, codebase consistency, and anything that reads like slop.

First Pass

Pythonation

1. برومبت التخطيط المطوّر (The Planning Protocol)

[الدور والمسؤولية] أنت الآن تعمل بصفة Staff Software Engineer ومدير تقني Tech Lead. مهمتك التخطيط المعماري الصارم للمشروع التالي: [أدخل وصف المشروع هنا]

[قواعد ما قبل التتخطيط] قبل البدء بالبروتوكولات، يجب أن تطبق مبدأ "Think Before Coding":

qoomon

Conventional Commit Messages

See how a minor change to your commit message style can make a difference.

git commit -m"<type>(<optional scope>): <description>" \
  -m"<optional body>" \
  -m"<optional footer>"

Md-Siddique-Git

Install and Activate Microsoft Office 365 for Free - A Step-by-Step Guide

This is a guide on how to install the latest version of Microsoft Office for free. For this method, we will use the Office Deployment Tool. The Microsoft Office Deployment Tool is a command-line program that IT managers use to configure and deliver Office products to PCs in their businesses, but in this guide, we will use it to install Microsoft Office with additional customization options and download it straight from Microsoft's servers.

NOTE: You will not need to repeat this step again to upgrade. Just keep your Office up to date and you will not have any issues.

NOTE: Make sure you have recently reloaded your number with at least 5GB of internet if you use your mobile internet through a hotspot to download. If your telecom offers extra bandwidth to exclusively access Microsoft 365 (a.k.a. your telco doesn't care about net neutrality), the download will use that bandwidth.

knowlet

echo "🧹 Resetting CrossOver bottles..."
pkill CrossOver && echo "✅ CrossOver processes killed."
echo "🕒 Modifying trial timestamps..."
DATETIME=$(date -u -v -3H '+%Y-%m-%dT%TZ')
echo "✅ New trial date set to: ${DATETIME}"
defaults write com.codeweavers.CrossOver FirstRunDate -date "${DATETIME}"
defaults write com.codeweavers.CrossOver SULastCheckTime -date "${DATETIME}"
echo "✅ Updated trial timestamps in preferences."
echo "🧹 Resetting CrossOver bottles..."
find ~/Library/Application\ Support/CrossOver/Bottles/ -type f \( -name ".eval" -o -name ".update-timestamp" \) -exec rm -f "{}" +