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.

AneurysAdames

Office 2021

Method 1: Using my command line

Step 1.1: Open cmd program with administrator rights.

• First, you need to open cmd in the admin mode, then run all commands below one by one.

Step 1.2: Get into the Office directory in cmd.

• For x86 and x64

cd /d %ProgramFiles(x86)%\Microsoft Office\Office16
cd /d %ProgramFiles%\Microsoft Office\Office16

devinschumacher

Vimeo Video Downloader (Public & Private videos) Browser Extension

Download Vimeo videos to your computer for offline watching from any webpage with this browser extension.

• Fast downloads (no re-encoding)
• Original quality preserved (up to 4K)
• No data tracking
• No watermarks or branding added

golamSaroar

antenore

Configure OpenAI Codex CLI with DeepSeek Support

⚠️ No Longer Working (January 2026): This configuration was working when originally created, but is now broken due to Codex deprecating the Chat Completions API (wire_api = "chat") in favor of OpenAI's Responses API. Since DeepSeek only supports Chat Completions, this integration no longer works reliably. Tool calls fail with message format errors.

What Happened

• Before: DeepSeek worked with Codex using wire_api = "chat"
• Now: Codex is deprecating wire_api = "chat", and the code path has bugs that won't be fixed
• Result: Tool calls fail with errors like "insufficient tool messages following tool_calls message"

mr-c

#!/bin/bash

# Convenience for executing Common Workflow Language workflows on the Snellius supercomputer
# using toil-cwl-runner from http://toil.ucsc-cgl.org/

# This script accepts all toil-cwl-runner options:
# https://toil.readthedocs.io/en/latest/running/cwl.html#detailed-usage-instructions
# Example usage:
#   cwl-runner my_workflow.cwl my_inputs.yaml
# will read the CWL workflow description "my_workflow.cwl" using the inputs specified

shmulc8

Israeli Output Style for Claude Code

You talk to Claude more hours a day than you talk to your wife. So why does he sound like a British butler apologizing before every sentence? Make him a brother from another mother.

The Idea

This is the Israeli cousin of the viral Caveman output style. Same minimalism, plus opinion and chutzpah. Based on the exact traits that built Start-up Nation:

• Works under pressure — "nu, happens" when prod breaks. No panic, no drama.
• Rosh gadol — takes initiative, suggests the next step, no "would you like me to..."