iwalton3

Collaborating with Claude Code

This guide distills patterns from hundreds of successful AI-assisted development sessions. The core insight: you're not "prompting" a tool, you're collaborating with a knowledgeable partner who happens to have no memory of yesterday.

Mindset Shift

Stop thinking: "How do I get the AI to produce the right output?" Start thinking: "How do I collaborate with a senior developer who has amnesia?"

This reframe changes everything. You wouldn't give a colleague a vague task and hope for the best. You'd share context, explain your reasoning, discuss tradeoffs, and work together toward a solution.

iwalton3

// ==UserScript==
// @name     AI Detector
// @version  3
// @grant GM.xmlHttpRequest
// @include  *
// @connect  127.0.0.1:5000
// @description Detects AI-generated text on a webpage and highlights it.
// ==/UserScript==

const server = 'http://127.0.0.1:5000';

iwalton3

#!/usr/bin/env python3
from smartcard.System import readers
from smartcard.CardRequest import CardRequest
from smartcard.Exceptions import CardRequestTimeoutException, CardConnectionException
import time


reader = readers()
conn =  reader[0].createConnection()

iwalton3

#!/bin/bash
read -sp"Password (8 hex chars raw or string): " p
echo
if ! grep -q "^[0-9A-Fa-f]\{8\}$" <<< "$p"
then
    echo "You provided a text password."
    echo "Hashing with: echo -n \"PASSWORD\" | sha256sum"
    echo "The password will be the first 8 chars of the hash."
    p=$(echo -n "$p" | sha256sum)
    p=${p:0:8}

iwalton3

window.setInterval(
async() => {
let f = document.querySelector('.ytd-playlist-video-renderer .ytd-thumbnail-overlay-resume-playback-renderer');
if (f) {
  f = f.parentElement.parentElement.parentElement.parentElement.parentElement.parentElement.parentElement.querySelector('#menu yt-icon-button');
}
if (!f) {
  f = document.querySelector('.ytd-playlist-video-renderer img[src="https://i.ytimg.com/img/no_thumbnail.jpg"]');
  if (f) {
    f = f.parentElement.parentElement.parentElement.parentElement.parentElement.parentElement.querySelector('#menu yt-icon-button');

iwalton3

#!/usr/bin/env python3
from model import ExLlama, ExLlamaCache, ExLlamaConfig
from tokenizer import ExLlamaTokenizer
from generator import ExLlamaGenerator
import argparse
import torch
from timeit import default_timer as timer

torch.set_grad_enabled(False)
torch.cuda._lazy_init()

iwalton3

{
    "data": "%data%"
}

iwalton3

interface JMPSettings {
    appleremote: {
        emulatepht: boolean;
    };
    audio: {
        channels: 'auto' | '2.0' | '5.1,2.0' | '7.1,5.1,2.0';
        /**
         * auto or device name
         */
        device: string;

iwalton3

* {
    scrollbar-width: thin;
}

.skinHeader,
html {
    color: #222;
    color: rgba(0, 0, 0, 0.87);
}

iwalton3

class jellyscrubPlugin {
    constructor({ playbackManager, events }) {
        this.name = 'Jellyscrub Plugin';
        this.type = 'input';
        this.id = 'jellyscrubPlugin';

        (async() => {
            const api = await window.apiPromise;
            const enabled = await new Promise(resolve => {
                api.settings.value('plugins', 'jellyscrub', resolve);