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User Prompt for Testing Coding and Reasoning Abilities

Scenario: The Resource Allocation & Pathfinding Agent

You are tasked with developing a Python agent that simulates resource allocation and pathfinding in a dynamic, grid-based environment. This task requires you to iteratively build complexity, manage state variables, and implement efficient algorithms.

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Step 1: Environment Setup and Basic Movement (Foundation)

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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.

sscholle

# CLI: docker run -it -v /somevolume:/var/www some_image bash
FROM ubuntu:xenial

VOLUME [ "./:/var/www:cached" ]

WORKDIR /var/www

RUN apt-get update
RUN apt-get install --yes curl git zip build-essential
RUN curl --silent --location https://deb.nodesource.com/setup_10.x | bash -

sscholle

version: '3.1'

services:

  wordpress:
    image: wordpress
    restart: always
    ports:
      - 8080:80
    volumes:

sscholle

HTML5 Markup Template - Basic

A very basic starter template with fundamental HTML5 markup -- only the basics.

Based on HTML5 Bones | http://html5bones.com

sscholle

S.O.L.I.D principles

• Single Responsibility Principle
• Open/Closed Principle
• Liskov Substitution Principle
• Interface Segregation Principle
• Dependency Inversion Principle

Single Responsibility Principle

sscholle

<link rel="import" href="../polymer/polymer.html">

<polymer-element name="my-element">

  <template>
    <style>    
      :host {
        position: absolute;
        width: 100%;
        height: 100%;

sscholle

<link rel="import" href="../core-scaffold/core-scaffold.html">
<link rel="import" href="../core-header-panel/core-header-panel.html">
<link rel="import" href="../core-menu/core-menu.html">
<link rel="import" href="../core-item/core-item.html">
<link rel="import" href="../core-icon-button/core-icon-button.html">
<link rel="import" href="../core-toolbar/core-toolbar.html">
<link rel="import" href="../core-menu/core-submenu.html">
<link rel="import" href="../core-input/core-input.html">

<polymer-element name="my-element">

sscholle

<link rel="import" href="../core-scaffold/core-scaffold.html">
<link rel="import" href="../core-header-panel/core-header-panel.html">
<link rel="import" href="../core-menu/core-menu.html">
<link rel="import" href="../core-item/core-item.html">
<link rel="import" href="../core-icon-button/core-icon-button.html">
<link rel="import" href="../core-toolbar/core-toolbar.html">
<link rel="import" href="../core-field/core-field.html">
<link rel="import" href="../core-icon/core-icon.html">
<link rel="import" href="../core-input/core-input.html">
<link rel="import" href="../core-icons/core-icons.html">