var Component=(()=>{var m=Object.create;var l=Object.defineProperty;var h=Object.getOwnPropertyDescriptor;var N=Object.getOwnPropertyNames;var k=Object.getPrototypeOf,u=Object.prototype.hasOwnProperty;var y=(a,e)=>()=>(e||a((e={exports:{}}).exports,e),e.exports),b=(a,e)=>{for(var s in e)l(a,s,{get:e[s],enumerable:!0})},t=(a,e,s,o)=>{if(e&&typeof e=="object"||typeof e=="function")for(let c of N(e))!u.call(a,c)&&c!==s&&l(a,c,{get:()=>e[c],enumerable:!(o=h(e,c))||o.enumerable});return a};var f=(a,e,s)=>(s=a!=null?m(k(a)):{},t(e||!a||!a.__esModule?l(s,"default",{value:a,enumerable:!0}):s,a)),w=a=>t(l({},"__esModule",{value:!0}),a);var i=y((T,r)=>{r.exports=_jsx_runtime});var v={};b(v,{default:()=>d,frontmatter:()=>g});var n=f(i()),g={title:"Claude Code: some impressive examples",date:"2025-08-15 21:00",updated:"2025-09-01",tags:["journal","featured","coding"],platforms:["Claude Code"],status:"published"};function p(a){let e={a:"a",code:"code",em:"em",h2:"h2",li:"li",ol:"ol",p:"p",path:"path",pre:"pre",section:"section",span:"span",strong:"strong",sup:"sup",svg:"svg",...a.components},{Prompt:s}=e;return s||x("Prompt",!0),(0,n.jsxs)(n.Fragment,{children:[(0,n.jsxs)(e.p,{children:["In May, with the release of the Claude 4 model series, Claude Code got a ",(0,n.jsx)(e.strong,{children:"lot"})," better."]}),(0,n.jsxs)(e.p,{children:["If you\u2019re a developer, and you\u2019ve not tried it since then, you should.",(0,n.jsx)(e.sup,{children:(0,n.jsx)(e.a,{href:"#user-content-fn-1","aria-describedby":"footnote-label","data-footnote-ref":!0,id:"user-content-fnref-1",children:"1"})})]}),(0,n.jsx)(e.p,{children:"Below are some impressive one-shots."}),(0,n.jsxs)(e.p,{children:[(0,n.jsx)(e.strong,{children:"Update 2025-09-01:"})," with the release of GPT-5, ",(0,n.jsx)(e.a,{href:"https://x.com/nabeelqu/status/1962257605021028710",children:"some"})," ",(0,n.jsx)(e.a,{href:"https://x.com/VictorTaelin/status/1958543021324029980",children:"Twitter"})," ",(0,n.jsx)(e.a,{href:"https://x.com/francip/status/1960725855149449520",children:"vibes"})," ",(0,n.jsx)(e.a,{href:"https://x.com/ivanfioravanti/status/1959277577920536740",children:"suggest"})," that it\u2019s a better coding agent than Claude Code. My early impressions are consistent with this. The ",(0,n.jsx)(e.a,{href:"https://cursor.com/blog/gpt-5",children:"Cursor team are using GPT-5 internally"}),". For now, the Claude Code ",(0,n.jsx)(e.em,{children:"UI"})," remains better, and that matters."]}),(0,n.jsxs)(e.h2,{className:"content-header",id:"download-all-the-youtube-videos-from-my-music-blog",children:[(0,n.jsx)(e.a,{href:"#download-all-the-youtube-videos-from-my-music-blog","aria-hidden":"true",tabIndex:"-1",children:(0,n.jsx)(n.Fragment,{children:(0,n.jsx)(e.span,{className:"content-header-link",children:(0,n.jsxs)(e.svg,{className:"h-5 linkicon w-5",fill:"currentColor",viewBox:"0 0 20 20",xmlns:"http://www.w3.org/2000/svg",children:[(0,n.jsx)(e.path,{d:"M12.232 4.232a2.5 2.5 0 0 1 3.536 3.536l-1.225 1.224a.75.75 0 0 0 1.061 1.06l1.224-1.224a4 4 0 0 0-5.656-5.656l-3 3a4 4 0 0 0 .225 5.865.75.75 0 0 0 .977-1.138 2.5 2.5 0 0 1-.142-3.667l3-3Z"}),(0,n.jsx)(e.path,{d:"M11.603 7.963a.75.75 0 0 0-.977 1.138 2.5 2.5 0 0 1 .142 3.667l-3 3a2.5 2.5 0 0 1-3.536-3.536l1.225-1.224a.75.75 0 0 0-1.061-1.06l-1.224 1.224a4 4 0 1 0 5.656 5.656l3-3a4 4 0 0 0-.225-5.865Z"})]})})})}),"Download all the YouTube videos from my music blog"]}),(0,n.jsxs)(e.p,{children:["I collect great live performances on ",(0,n.jsx)(e.a,{href:"https://mtv.pjh.is",children:"my music blog"}),". Sometimes, the YouTube videos are taken down after I link to them. So I want to download everything for safekeeping."]}),(0,n.jsx)(e.p,{children:"My voice prompt:"}),(0,n.jsx)(s,{children:(0,n.jsx)(e.p,{children:"Alright, so I\u2019ve got a folder full of Markdown files here, and what I want to do is write a script that will extract all of the YouTube URLs that are featured in those Markdown files. And then once it\u2019s done that, it should go through those URLs and download all of the videos. The first time we run it, it\u2019s going to download a lot of videos, and then after that, on subsequent runs, it should check to see which ones it\u2019s already downloaded and just get the new ones."})}),(0,n.jsx)(e.p,{children:"The successful one-shot:"}),(0,n.jsx)(e.pre,{className:"language-js",children:(0,n.jsxs)(e.code,{className:"language-js code-highlight",children:[(0,n.jsx)(e.span,{className:"code-line",children:`\u256D\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u256E `}),(0,n.jsxs)(e.span,{className:"code-line",children:["\u2502 \u273B ",(0,n.jsx)(e.span,{className:"token maybe-class-name",children:"Welcome"})," to ",(0,n.jsx)(e.span,{className:"token maybe-class-name",children:"Claude"})," ",(0,n.jsx)(e.span,{className:"token maybe-class-name",children:"Code"}),(0,n.jsx)(e.span,{className:"token operator",children:"!"}),` \u2502 `]}),(0,n.jsx)(e.span,{className:"code-line",children:`\u2502 \u2502 `}),(0,n.jsxs)(e.span,{className:"code-line",children:["\u2502 ",(0,n.jsx)(e.span,{className:"token operator",children:"/"}),"help ",(0,n.jsx)(e.span,{className:"token keyword control-flow",children:"for"})," help",(0,n.jsx)(e.span,{className:"token punctuation",children:","})," ",(0,n.jsx)(e.span,{className:"token operator",children:"/"}),"status ",(0,n.jsx)(e.span,{className:"token keyword control-flow",children:"for"}),` your current setup \u2502 `]}),(0,n.jsx)(e.span,{className:"code-line",children:`\u2502 \u2502 `}),(0,n.jsxs)(e.span,{className:"code-line",children:["\u2502 cwd",(0,n.jsx)(e.span,{className:"token operator",children:":"})," ",(0,n.jsx)(e.span,{className:"token operator",children:"/"}),(0,n.jsx)(e.span,{className:"token maybe-class-name",children:"Users"}),(0,n.jsx)(e.span,{className:"token operator",children:"/"}),"ph",(0,n.jsx)(e.span,{className:"token operator",children:"/"}),(0,n.jsx)(e.span,{className:"token maybe-class-name",children:"Dropbox"}),(0,n.jsx)(e.span,{className:"token operator",children:"/"}),(0,n.jsx)(e.span,{className:"token maybe-class-name",children:"Apps"}),(0,n.jsx)(e.span,{className:"token operator",children:"/"}),(0,n.jsx)(e.span,{className:"token maybe-class-name",children:"Blot"}),(0,n.jsx)(e.span,{className:"token operator",children:"/"}),"mtv",(0,n.jsx)(e.span,{className:"token punctuation",children:"."}),(0,n.jsx)(e.span,{className:"token property-access",children:"pjh"}),(0,n.jsx)(e.span,{className:"token punctuation",children:"."}),(0,n.jsx)(e.span,{className:"token property-access",children:"is"}),` \u2502 `]}),(0,n.jsx)(e.span,{className:"code-line",children:`\u2570\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u256F `}),(0,n.jsx)(e.span,{className:"code-line",children:` `}),(0,n.jsxs)(e.span,{className:"code-line",children:[(0,n.jsx)(e.span,{className:"token operator",children:">"})," ",(0,n.jsx)(e.span,{className:"token maybe-class-name",children:"Alright"}),(0,n.jsx)(e.span,{className:"token punctuation",children:","})," so ",(0,n.jsx)(e.span,{className:"token constant",children:"I"}),"'ve got a folder full ",(0,n.jsx)(e.span,{className:"token keyword",children:"of"})," ",(0,n.jsx)(e.span,{className:"token maybe-class-name",children:"Markdown"})," files here",(0,n.jsx)(e.span,{className:"token punctuation",children:","})," and what ",(0,n.jsx)(e.span,{className:"token constant",children:"I"})," want to ",(0,n.jsx)(e.span,{className:"token keyword control-flow",children:"do"})," is write a script that will extract all ",(0,n.jsx)(e.span,{className:"token keyword",children:"of"})," the ",(0,n.jsx)(e.span,{className:"token maybe-class-name",children:"YouTube"})," ",(0,n.jsx)(e.span,{className:"token maybe-class-name",children:"URLs"}),` that are featured `]}),(0,n.jsxs)(e.span,{className:"code-line",children:[" ",(0,n.jsx)(e.span,{className:"token keyword",children:"in"})," those ",(0,n.jsx)(e.span,{className:"token maybe-class-name",children:"Markdown"})," files",(0,n.jsx)(e.span,{className:"token punctuation",children:"."})," ",(0,n.jsx)(e.span,{className:"token property-access",children:(0,n.jsx)(e.span,{className:"token maybe-class-name",children:"And"})})," then once it",(0,n.jsx)(e.span,{className:"token string",children:"'s done that, it should go through those URLs and download all of the videos. 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And then how it improves the tooltip style after I show it a screenshot. Cracking."}),(0,n.jsxs)(e.h2,{className:"content-header",id:"appendix-1-a-few-more-examples",children:[(0,n.jsx)(e.a,{href:"#appendix-1-a-few-more-examples","aria-hidden":"true",tabIndex:"-1",children:(0,n.jsx)(n.Fragment,{children:(0,n.jsx)(e.span,{className:"content-header-link",children:(0,n.jsxs)(e.svg,{className:"h-5 linkicon w-5",fill:"currentColor",viewBox:"0 0 20 20",xmlns:"http://www.w3.org/2000/svg",children:[(0,n.jsx)(e.path,{d:"M12.232 4.232a2.5 2.5 0 0 1 3.536 3.536l-1.225 1.224a.75.75 0 0 0 1.061 1.06l1.224-1.224a4 4 0 0 0-5.656-5.656l-3 3a4 4 0 0 0 .225 5.865.75.75 0 0 0 .977-1.138 2.5 2.5 0 0 1-.142-3.667l3-3Z"}),(0,n.jsx)(e.path,{d:"M11.603 7.963a.75.75 0 0 0-.977 1.138 2.5 2.5 0 0 1 .142 3.667l-3 3a2.5 2.5 0 0 1-3.536-3.536l1.225-1.224a.75.75 0 0 0-1.061-1.06l-1.224 1.224a4 4 0 1 0 5.656 5.656l3-3a4 4 0 0 0-.225-5.865Z"})]})})})}),"Appendix 1. A few more examples"]}),(0,n.jsxs)(e.p,{children:["A couple more prompts that memorably ",(0,n.jsx)(e.em,{children:"just worked"}),":"]}),(0,n.jsx)(s,{content:` Hey, so currently I'm using a web app called Placid.app to dynamically generate social media card images for each of the Radio Bostrom episode pages. What I would like you to do is write me a script which will download all of the images from this application and put them into a folder. The images should have a predictable naming pattern. think just basically like you know social card episode number. And then I want to update the website to just use the saved images in that folder. The goal is that I can just stop using the Placid service and also have slightly faster load times. `}),(0,n.jsxs)(e.p,{children:["Add build scripts to create the ",(0,n.jsx)(e.a,{href:"/llms/all-posts.md",children:"all-posts.md"})," file for this blog:"]}),(0,n.jsx)(s,{content:` As part of the build process, I would like to generate a Markdown file that contains the full text of all the published blog posts. I'm going to use this; basically, I want people to be able to put that Markdown file into a chat with an LLM. The format I want to use is below. Please could you make a plan for this? Don't start writing code yet, just tell me your plan. --- # POST TITLE * Date: 2025-08-20 * Tags: journal * Platforms: ChatGPT, Claude * Canonical URL: https://wow.pjh.is/journal/start-conversations-via-querystring --- `}),(0,n.jsx)(e.p,{children:"Same goes for this one:"}),(0,n.jsx)(s,{content:` I'd like to add some special handling for the Zvi newsletter. Basically, one-in-five of his newsletters is not actually about AI, and for those newsletters, I want to crawl it to the database but not extract tweets or any other kind of data, and just store the newsletter item in the database. We should add a column to the table schema called "subject_is_ai", and then that column should default to true and then for the Zvi ones which we classify as not about AI it should be set to false. To do the classifying, we should just send off the newsletter title and the first 500 words to the Anthropic API using Sonnet and ask it to classify as about AI or not. `}),(0,n.jsxs)(e.section,{className:"footnotes","data-footnotes":!0,children:[(0,n.jsxs)(e.h2,{className:"content-header",id:"footnote-label",children:[(0,n.jsx)(e.a,{href:"#footnote-label","aria-hidden":"true",tabIndex:"-1",children:(0,n.jsx)(n.Fragment,{children:(0,n.jsx)(e.span,{className:"content-header-link",children:(0,n.jsxs)(e.svg,{className:"h-5 linkicon w-5",fill:"currentColor",viewBox:"0 0 20 20",xmlns:"http://www.w3.org/2000/svg",children:[(0,n.jsx)(e.path,{d:"M12.232 4.232a2.5 2.5 0 0 1 3.536 3.536l-1.225 1.224a.75.75 0 0 0 1.061 1.06l1.224-1.224a4 4 0 0 0-5.656-5.656l-3 3a4 4 0 0 0 .225 5.865.75.75 0 0 0 .977-1.138 2.5 2.5 0 0 1-.142-3.667l3-3Z"}),(0,n.jsx)(e.path,{d:"M11.603 7.963a.75.75 0 0 0-.977 1.138 2.5 2.5 0 0 1 .142 3.667l-3 3a2.5 2.5 0 0 1-3.536-3.536l1.225-1.224a.75.75 0 0 0-1.061-1.06l-1.224 1.224a4 4 0 1 0 5.656 5.656l3-3a4 4 0 0 0-.225-5.865Z"})]})})})}),"Footnotes"]}),(0,n.jsxs)(e.ol,{children:[(0,n.jsx)(e.li,{id:"user-content-fn-1",children:(0,n.jsxs)(e.p,{children:["I currently use Claude Code ",(0,n.jsx)(e.em,{children:"and"})," Cursor during most coding sessions. Claude Code is better at planning and executing on big changes. The diff between Claude and Cursor fluctuates, since both are updated frequently\u2014let\u2019s see how GPT-5 performs in Cursor. There are times when Cursor\u2019s proper GUI makes it clearly the best choice: it\u2019s faster for making changes to a single file, and for when I want to read and reason about the code a bunch. ",(0,n.jsx)(e.a,{href:"#user-content-fnref-1","aria-label":"Back to reference 1",className:"data-footnote-backref","data-footnote-backref":"",children:"\u21A9"})]})}),(0,n.jsx)(e.li,{id:"user-content-fn-2",children:(0,n.jsxs)(e.p,{children:["Next.js, Tailwind and Contentlayer, with posts in MDX. ~5000 lines and ~50 dependencies. 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Journal