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## microgpt.py
"""
The most atomic way to train and inference 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

## gist:065631c62d6d8f30ecb14748c00fc6d9
# OpenClaw Implementation Prompts

Each prompt below is a self-contained brief you can hand to an AI coding assistant (or use as a project spec) to build that use case from scratch. Adapt the specific services to whatever you already use — the patterns are what matter.

---

## 1) Personal CRM Intelligence

```
Build me a personal CRM system that automatically tracks everyone I interact with, with smart filtering so it only adds real people — not newsletters, bots, or cold outreach.

## proxmox_passthrough_guide.md

      
              1 file
            
          
              7 forks
            
          
                6 comments
              
            
              61 stars
            
          
                KasperSkytte
                / proxmox_passthrough_guide.md
            
            
              Created
              April 18, 2023 11:38
                — forked from baodrate/proxmox_passthrough_guide.md
            
              
                https://www.reddit.com/r/homelab/comments/b5xpua/the_ultimate_beginners_guide_to_gpu_passthrough/
              
          
    Ultimate Beginner's Guide to Proxmox GPU Passthrough

mirror of The Ultimate Beginner's Guide to GPU Passthrough (Proxmox, Windows 10)
by /u/cjalas
>Welcome all, to the first installment of my Idiot Friendly tutorial series! I'll be guiding you through the process of configuring GPU Passthrough for your Proxmox Virtual Machine Guests. This guide is aimed at beginners to virtualization, particularly for Proxmox users. It is intended as an overall guide for passing through a GPU (or multiple GPUs) to your Virtual Machine(s). It is not intended as an all-exhaustive how-to guide; however, I will do my best to provide you with all the necessary resources and sources for the passthrough process, from start to finish. If something doesn't work properly, please check /r/Proxmox, /r/Homelab, /r/VFIO, or

  
## download_workstation.sh
#!/usr/bin/env bash

# Download VMware Workstation for Linux
# Handles legacy versions (12.x - 17.6.3) from Cloudflare CDN cache and
# newer versions (17.6.4+) from Archive.org.
#
# Use '-k' to keep the CDN download file compressed, exiting after download. (Ignored for v17.6.4+)
# Use '-v <Version>' to specify desired version directly.

BASE_URL="https://softwareupdate-prod.broadcom.com/cds/vmw-desktop/"

## GIT.md

      
              1 file
            
          
              302 forks
            
          
                83 comments
              
            
              530 stars
            
          
                dasdo
                / GIT.md
            
            
              Last active
              February 13, 2026 22:37
            
              
                Lista de Comandos en GIT
              
          
    Configuración Básica

Configurar Nombre que salen en los commits
	git config --global user.name "dasdo"

Configurar Email
	git config --global user.email dasdo1@gmail.com


## CompleteDiscordQuest.md

      
              1 file
            
          
              740 forks
            
          
              6403 stars
            
          
                aamiaa
                / CompleteDiscordQuest.md
            
            
              Last active
              February 13, 2026 22:36
            
              
                Complete Recent Discord Quest
              
          
    Complete Recent Discord Quest

Note
This does not works in browser for quests which require you to play a game! Use the desktop app to complete those.

How to use this script:

Accept a quest under the Quests tab
Press Ctrl+Shift+I to open DevTools
Go to the Console tab
Paste the following code and hit enter:


## Program.cs
// This is a C# port of @karpathy microgpt python script (https://gist.github.com/karpathy/8627fe009c40f57531cb18360106ce95)
// It's the closest I could get using C#.
// Use with caution as it could be wrong, but it does seem to get similar outputs

namespace MicroGpt;

public class Value(double data, Value[]? children = null)
{
    private readonly Value[] _children = children ?? [];
    private Action _backward = () => { };
	"""
	The most atomic way to train and inference 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
	# OpenClaw Implementation Prompts

	Each prompt below is a self-contained brief you can hand to an AI coding assistant (or use as a project spec) to build that use case from scratch. Adapt the specific services to whatever you already use — the patterns are what matter.

	---

	## 1) Personal CRM Intelligence

	```
	Build me a personal CRM system that automatically tracks everyone I interact with, with smart filtering so it only adds real people — not newsletters, bots, or cold outreach.
	#!/usr/bin/env bash

	# Download VMware Workstation for Linux
	# Handles legacy versions (12.x - 17.6.3) from Cloudflare CDN cache and
	# newer versions (17.6.4+) from Archive.org.
	#
	# Use '-k' to keep the CDN download file compressed, exiting after download. (Ignored for v17.6.4+)
	# Use '-v <Version>' to specify desired version directly.

	BASE_URL="https://softwareupdate-prod.broadcom.com/cds/vmw-desktop/"
	// This is a C# port of @karpathy microgpt python script (https://gist.github.com/karpathy/8627fe009c40f57531cb18360106ce95)
	// It's the closest I could get using C#.
	// Use with caution as it could be wrong, but it does seem to get similar outputs

	namespace MicroGpt;

	public class Value(double data, Value[]? children = null)
	{
	private readonly Value[] _children = children ?? [];
	private Action _backward = () => { };