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## llm-wiki.md

      
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                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.

  
## javdb-top250.md

      
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                jinjier
                / javdb-top250.md
            
            
              Last active
              August 15, 2026 11:05
            
              
                JavDB top 250 movies list. [Updated on 2026/01]
              
          
    使用JAV金鸡儿奖官网附带的工具JAV SQL 查询器，可查询各种类别的JavDB TOP250影片：

JavDB TOP250
JavDB 有码 TOP250
JavDB 无码 TOP250
JavDB 欧美 TOP250
JavDB FC2 TOP250

及分年数据（存在部分重复影片，原始数据的问题）：

  
## hermes-buzz-setup.md

      
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                tfournet
                / hermes-buzz-setup.md
            
            
              Last active
              August 15, 2026 09:26
            
              
                Hermes Agent + Buzz setup guide (generic gateway integration)
              
          
    Hermes Agent + Buzz setup guide

Generic runbook for connecting Hermes Agent to a Buzz community (Block’s Nostr-based human+agent workspace). Written from a real self-hosted bring-up; shaped so different usage patterns can still follow the same skeleton.
This is not official Nous or Block docs. Upstream APIs still move — treat version pins and PR numbers as snapshots, not eternal gospel.

What you’re building


## aimlockv1
PLAYER  = game.Players.LocalPlayer
MOUSE   = PLAYER:GetMouse()
CC      = game.Workspace.CurrentCamera

ENABLED      = false
ESP_ENABLED  = false

_G.FREE_FOR_ALL = true

_G.BIND        = 52

## dbx-context-eng-associate-notes.md

      
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                ch-geo
                / dbx-context-eng-associate-notes.md
            
            
              Last active
              August 15, 2026 08:45
            
              
                Databricks Certified Context Engineer Associate exam cheatsheet
              
          
    Databricks Certified Context Engineer Associate — Cheat Sheet

Verified 2026-07-25 against the exam guide + the official docs pages.
Exam map


#
Section
Weight


1
Foundations of Context Engineering
16%


2
System Prompt and Instruction Design
9%


3
Knowledge Retrieval and Genie Configuration
20%


## Impersonator.cs
namespace Tools;

using Microsoft.Win32.SafeHandles;
using System.ComponentModel;
using System.Runtime.InteropServices;
using System.Security.Principal;

/// <summary>
/// Impersonation of a user. Allows to execute code under another
/// user context.

## agentos-blueprint.md

      
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                iannuttall
                / agentos-blueprint.md
            
            
              Created
              August 14, 2026 12:10
            
              
                AgentOS blueprint — reconstructed from Danny Postma's Agent SDK talk so an agent can build the system
              
          
    AgentOS — Product Spec & Implementation Blueprint

Reconstructed from Danny Postma's talk How I Built My Own AgentOS on Claude's Agent SDK (So You Can Too) (2026). This document is both a product spec for a human and an implementation prompt for an AI coding agent. Build exactly this system. Do not invent features that are not specified here.
Role contracts and prompts in this file are reconstructed from the talk, not his verbatim files. Mark every reconstructed prompt in code comments and docs as such.

1. Goal and non-goals


## ngrok-rdp.yml
#.github/workflows/main.yml
name: Windows - Ngrok

on: workflow_dispatch

concurrency:
  group: ${{ github.workflow }}-${{ github.ref }}
  cancel-in-progress: true

env:

## calculator.py
# Program make a simple calculator that can add, subtract, multiply and divide using functions

# define functions
def add(x, y):
   """This function adds two numbers"""

   return x + y

def subtract(x, y):
   """This function subtracts two numbers"""

## game.html
<!DOCTYPE html> <html lang="zh-CN"> <head> <meta charset="UTF-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>商品详情页</title> <style> * { margin: 0; padding: 0; box-sizing: border-box; } body { font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, "Helvetica Neue", Arial, sans-serif; background-color: #f5f5f5; padding: 20px; } .container { max-width: 800px; margin: 0 auto; background-color: #ffffff; border-radius: 12px; padding: 24px 20px 30px; box-shadow: 0 2px 12px rgba(0, 0, 0, 0.08); } .section-title { font-size: 18px; font-weight: 700; color: #333; margin-bottom: 12px; padding-left: 12px; border-left: 4px solid #ff6b35; line-height: 1.4; } .product-title { font-size: 24px; font-weight: 700; color: #1a1a1a; text-align: center; margin-bottom: 20px; line-height: 1.5; word-break: break-all; } .sku-section { margin-bottom: 24px; } .sku-grid { display: grid; grid-template-columns: repeat(auto-fill, minmax(200px, 1fr)); gap: 10px; } .sku-item { background-color: #f8
	PLAYER = game.Players.LocalPlayer
	MOUSE = PLAYER:GetMouse()
	CC = game.Workspace.CurrentCamera

	ENABLED = false
	ESP_ENABLED = false

	_G.FREE_FOR_ALL = true

	_G.BIND = 52
#	Section	Weight
1	Foundations of Context Engineering	16%
2	System Prompt and Instruction Design	9%
3	Knowledge Retrieval and Genie Configuration	20%
	namespace Tools;

	using Microsoft.Win32.SafeHandles;
	using System.ComponentModel;
	using System.Runtime.InteropServices;
	using System.Security.Principal;

	/// <summary>
	/// Impersonation of a user. Allows to execute code under another
	/// user context.
	#.github/workflows/main.yml
	name: Windows - Ngrok

	on: workflow_dispatch

	concurrency:
	group: ${{ github.workflow }}-${{ github.ref }}
	cancel-in-progress: true

	env:
	# Program make a simple calculator that can add, subtract, multiply and divide using functions

	# define functions
	def add(x, y):
	"""This function adds two numbers"""

	return x + y

	def subtract(x, y):
	"""This function subtracts two numbers"""