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.

johnlindquist

OpenCode Plugins Guide

A comprehensive guide to writing plugins for OpenCode that extend agent behavior with hooks, custom tools, and event handling.

Quick Start

1. Create a TypeScript file in .opencode/plugin/ (project) or ~/.config/opencode/plugin/ (global)
2. Export a named plugin function
3. Restart OpenCode

rstacruz

Opencode plugin development guide

Generated with LLM assistance on 2 Nov 2025 with minimal human verification.

Overview

Opencode plugins extend the functionality of the Opencode AI assistant by allowing you to add custom tools, authentication providers, event handlers, and hooks into the core system. This guide covers how to create, configure, and distribute plugins.

Source files:

kameko

namespace Your.Namespace.Here
{
    using System;
    using System.Collections.Generic;
    using System.Linq;
    using System.Threading;
    using System.Threading.Tasks;
    
    public static class ExceptionListenerExtensions

sohjsolwin

get-project -All | foreach-object { If ($PSItem.ProjectName.Contains("\")) { $PSItem.ProjectName.SubString($PSItem.ProjectName.LastIndexOf("\")+1)} else { $PSItem.ProjectName } } | foreach-object { Add-BindingRedirect $PSItem}

jamesfreeman959

# Useful references:
#
# https://superuser.com/questions/992511/emulate-a-keyboard-button-via-the-command-line
# https://ss64.com/vb/sendkeys.html
# https://social.technet.microsoft.com/Forums/windowsserver/en-US/96b339e2-e9da-4802-a66d-be619aeb21ac/execute-function-one-time-in-every-10-mins-in-windows-powershell?forum=winserverpowershell
# https://learn-powershell.net/2013/02/08/powershell-and-events-object-events/
#
# Future enhancements - use events rather than an infinite loop
$wsh = New-Object -ComObject WScript.Shell
while (1) {

ediblecode

$version = (Get-Content package.json) -join "`n" | ConvertFrom-Json | Select -ExpandProperty "version"
$buildCounter = "%build.counter%"
$buildNumber = "$version.$buildCounter"
Write-Host "##teamcity[buildNumber '$buildNumber']"

y2k4life

<template>
  <div>
  <a href="http://aurelia.io/hub.html#/doc/article/aurelia/validation/latest/validation-basics/9" target="top">Documentation</a>
  </div>
  <form submit.delegate="submit()" novalidate autocomplete="off">
    <!--<ul><li repeat.for="error of controller.errors">${error.message}</li></ul>-->

    <div class="form-group">
      <label class="control-label" for="volumeA">A) Integer Range Validation Example In Documentation</label>
        <input type="text" class="form-control" id="volumeA" value.bind="volumeA & validate">

ibratoev

#!/usr/bin/env node

// Script to update typings to their latest versions.
// Note that it should be executed in the folder where typings.json is.
const { exec, execSync } = require('child_process');
const path = require('path');
const typings = require(path.join(process.cwd(), 'typings.json'));

exec('typings ls', (error, _, stderr) => {
  if (error) {

cmendible

namespace Insights
{
    using System.Configuration;
    using System.Linq;
    using System.Reflection;
    using Microsoft.ApplicationInsights.Channel;
    using Microsoft.ApplicationInsights.Extensibility;

    /// <summary>
    /// Version TelemetryInitializer