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@karpathy
karpathy / microgpt.py
Last active February 18, 2026 20:51
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
@burkeholland
burkeholland / ainstall.md
Last active February 18, 2026 20:50
Ultralight Orchestration

Ultralight Orchestration

A minimal multi-agent system with an orchestrator, a planner, a coder, and a designer working together providing orchestration between Claude, Codex and Gemini.

Instructions

Install all agents listed below into VS Code Insiders...

Title Type Description
@mberman84
mberman84 / WORKSPACE-FILES.md
Created February 17, 2026 15:46
Workspace Files

Workspace File Guide

Core workspace .md files are injected into the LLM system prompt on most requests, with some files loaded conditionally by context. Size still directly impacts token cost, so keep files focused and avoid duplication across files.

PRD vs workflows vs workspace file guide

These three docs answer different questions:

File Primary question it answers What belongs here What should not go here
@mberman84
mberman84 / oc.md
Created February 16, 2026 19:42
OpenClaw Prompts

OpenClaw Prompts - Build Your Own AI Assistant

Prompts to recreate each piece of the OpenClaw system. Use these with any AI coding assistant.


1. Personal CRM "Build a personal CRM that automatically scans my Gmail and Google Calendar to discover contacts from the past year. Store them in a SQLite database with vector embeddings so I can query in natural language ('who do I know at NVIDIA?' or 'who haven't I talked to in a while?'). Auto-filter noise senders like marketing emails and newsletters. Build profiles for each contact with their company, role, how I know them, and our interaction history. Add relationship health scores that flag stale relationships, follow-up reminders I can create, snooze, or mark done, and duplicate contact detection with merge suggestions. Link relevant documents from Box to contacts so when I look up a person, I also see related docs."

2. Meeting Action Items (Fathom)

@edgardo001
edgardo001 / Instalar OpenSSH Server en Windows 10 y Windows Server.txt
Created December 27, 2018 18:31
Instalar OpenSSH Server en Windows 10 y Windows Server
NOTA: Ejecutar comandos sobre POWERSHELL con permisos de Administrador.
OpenSSH está incluido con Windows 10, Actualización 1803.
#Verificando las caracteristicas
$> Get-WindowsCapability -Online | Where-Object -Property Name -Like "OpenSSH*"
Name : OpenSSH.Client~~~~0.0.1.0
State : Installed
Name : OpenSSH.Server~~~~0.0.1.0
State : NotPresent

RHStats.md

I scraped every Shortcut on RoutineHub from RHIDs 1 to 20,000 (of which only 13,009 were valid) and tallied how many times different actions were used. Here are the results.

Total

@jake-stewart
jake-stewart / color256.md
Last active February 18, 2026 20:43
Terminals should generate the 256-color palette

Terminals should generate the 256-color palette from the user's base16 theme.

If you've spent much time in the terminal, you've probably set a custom base16 theme. They work well. You define a handful of colors in one place and all your programs use them.

The drawback is that 16 colors is limiting. Complex and color-heavy programs struggle with such a small palette.

@mberman84
mberman84 / PRD.md
Created February 17, 2026 19:59
OpenClaw PRD

PRD.md - Product Requirements & Feature Inventory

Everything built on top of the base OpenClaw platform. Canonical reference for what exists, where it lives, and how it works. Operational use cases and workflow playbooks live in docs/USE-CASES-WORKFLOWS.md.


Table of Contents

  1. Operational Use Cases & Workflows