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@Pythonation
Pythonation / prompt.md
Last active July 31, 2026 20:44
3 PROMPTS OF CODING AGENTS

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":

@karpathy
karpathy / llm-wiki.md
Created April 4, 2026 16:25
llm-wiki

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.

@mamamoz
mamamoz / README.md
Created July 21, 2026 03:10
video-eyes — скилл для Claude Code: разбор видео кадр за кадром (мультиязычный, RU)

video-eyes — научи Claude смотреть видео

Скилл для Claude Code / Claude Cowork: разбор видео (YouTube, Reels, TikTok, Shorts) кадр за кадром с синхронизацией картинки и речи. Заточен под русскоязычный контент.

Что умеет:

  • скачивает видео по ссылке
  • расшифровывает речь с таймкодами (русский — из коробки)
  • для YouTube берёт готовые субтитры — быстрее и точнее
@ysf
ysf / auditd
Last active July 31, 2026 20:37
aur malware auditd rules.
# install.
sudo pacman -S audit # if not installed
sudo systemctl enable --now auditd.service
sudo auditctl -s
sudo auditctl -l
# put here for persistent rules: /etc/audit/rules.d/70-aur-malware.rules:
@jboner
jboner / latency.txt
Last active July 31, 2026 20:36
Latency Numbers Every Programmer Should Know
Latency Comparison Numbers (~2012)
----------------------------------
L1 cache reference 0.5 ns
Branch mispredict 5 ns
L2 cache reference 7 ns 14x L1 cache
Mutex lock/unlock 25 ns
Main memory reference 100 ns 20x L2 cache, 200x L1 cache
Compress 1K bytes with Zippy 3,000 ns 3 us
Send 1K bytes over 1 Gbps network 10,000 ns 10 us
Read 4K randomly from SSD* 150,000 ns 150 us ~1GB/sec SSD
@herodrigues
herodrigues / Fix time in Windows or Linux (dual boot).md
Created December 3, 2019 17:07

Linux:

timedatectl set-local-rtc 1 --adjust-system-clock

Windows:

  • Navigate to the following key in the left pane of the registry editor:
@kjlubick
kjlubick / InstallingMeld
Last active July 31, 2026 20:31
How to install Meld on Windows and getting it set up with Git
After installing it http://sourceforge.net/projects/meld-installer/
I had to tell git where it was:
git config --global merge.tool meld
git config --global diff.tool meld
git config --global mergetool.meld.path “C:\Program Files (x86)\Meld\meld\meld.exe”
And that seems to work. Both merging and diffing with “git difftool” or “git mergetool”
@karpathy
karpathy / microgpt.py
Last active July 31, 2026 21:13
microgpt
"""
The most atomic way to train and run inference for a GPT in pure, dependency-free Python.
This file is the complete algorithm.
Everything else is just efficiency.
@karpathy
"""
import os # os.path.exists
import math # math.log, math.exp
@rvrsh3ll
rvrsh3ll / windows-keys.md
Created February 18, 2024 22:44
Windows Product Keys

NOTE

These are NOT product / license keys that are valid for Windows activation.
These keys only select the edition of Windows to install during setup, but they do not activate or license the installation.

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