THE AI UPSKILL

A weekly digest for Beginner Builders

⚡ TLDR

This week's prompt turns AI into a writing editor that critiques your work before touching it. It rewrites real problems instead of just rephrasing. We introduce a Skill file that makes this the default every time you ask Claude to edit anything.

In tools, we show you how to set up Claude Projects in two minutes.

In news: AI is reshaping who gets hired at the bottom of the career ladder (not the middle), Claude can now run tasks while you sleep, and OpenAI has quietly killed Sora six months after launch.

THIS WEEK WE'RE WATCHING

Create Awesome Websites in 15 Minutes: Nowadays it’s easy to create landing pages on Lovable, v0, Base…you name it. The real skill is turning it into a visually magnificent landing page, with motion graphics and slick designs. Viktor Oddy shows you how here

How to Setup Claude Cowork Like an Expert: This is the clearest guide you’ll find on the internet. They show you what context to give it, how to set up your project folders, and how to use skills to 10x your output. Watching this is time well spent.

UPSKILL FURTHER
WANT TO GO DEEPER ON ANY OF THESE?

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PROMPT OF THE WEEK

Use AI as Your Editor, Not Just Your Writer

Most people use AI to write things from scratch. Fewer people use it to improve what they've already written. That's the bigger unlock.

The prompt:

I wrote the text below. Do three things:

1. Identify the 3 biggest weaknesses (be specific — quote the exact phrases that aren't working and explain why)

2. Rewrite the full text fixing those weaknesses

3. After the rewrite, explain what you changed and why in 2-3 sentences

Here's my text:

[paste your writing here]

Where to use it: Claude, ChatGPT, Gemini — works in all of them.

Why it works: Asking AI to critique before it rewrites forces it to think about what's wrong first. Without that step, AI tends to just rephrase your words in its own voice. The critique step means the rewrite targets actual problems — weak openings, vague claims, buried points — instead of doing a generic polish. Asking it to quote specific phrases keeps the feedback grounded in your text, not abstract advice.

Try this: Paste a recent email, LinkedIn post, or anything you wrote this week. Compare your original to the rewrite. The weaknesses it identifies will teach you more about your writing than the rewrite itself.

One modification: Add "Match my original tone and voice — don't make it sound like AI wrote it" to the end of the prompt. This keeps the rewrite grounded in how you actually write instead of defaulting to AI's house style.

Skill of the Week: Writing Editor

This week's skill turns AI into a writing editor that critiques your work before touching it, explains what's wrong, and preserves your voice in the rewrite.

A Skill file is a plain text document (saved as .md) containing instructions that AI reads before every task. Think of it as an onboarding doc for a new employee. Instead of telling AI "be direct, don't use jargon, keep it under 300 words" every time you open a chat, you write it once in a file and the AI follows it automatically.

This week's Skill is called writing-editor.md. When installed, AI will:

  • Read your draft and identify specific weaknesses before rewriting anything

  • Quote the exact phrases that aren't working and explain why

  • Rewrite while keeping your original voice and tone intact

  • Explain every change it made so you learn, not just get a polished draft

  • Never add filler, hedging language, or AI-sounding phrases

WHY IT MATTERS

Without a Skill file, AI defaults to its house style every time. You paste your draft, ask it to "improve this," and get back something that sounds like AI wrote it from scratch. Your voice disappears. The rewrite is technically correct but reads like it was written by a committee.

With this Skill installed, AI has standing orders. It knows to diagnose before prescribing. It knows your voice matters more than perfect grammar. It knows to show its work so you get better at writing, not just better at asking AI to write.

Every Skill file you install makes AI more useful without requiring a better prompt. 

HOW TO USE IT

The file:

# SKILL: Writing Editor

## When to activate

Activate when the user asks you to edit, improve, review, rewrite, proofread, or give feedback on any piece of writing.

## Rules

### Step 1 — Critique first

Before changing anything, identify the 3 biggest weaknesses in the text. For each weakness:

- Quote the exact phrase or sentence that isn't working

- Explain why it's weak (vague, redundant, buried lead, wrong tone, too long, etc.)

### Step 2 — Rewrite

Rewrite the full text, fixing the weaknesses you identified. Follow these rules:

- Preserve the author's original voice and tone. Do not make it sound like AI wrote it.

- Keep the same level of formality as the original.

- Do not add filler phrases, hedging language ("it's worth noting"), or em dashes.

- Do not add bullet points or headers unless the original had them.

- If the original is casual, keep it casual. If it's formal, keep it formal.

### Step 3 — Explain changes

After the rewrite, list what you changed and why in 2-4 short sentences. Be specific. "Moved the main point to the first sentence" not "improved clarity."

## What NOT to do

- Never rewrite without critiquing first.

- Never strip the author's personality from the text.

- Never add content that wasn't implied in the original.

- Never use these words: delve, leverage, utilize, streamline, foster, holistic, comprehensive, cutting-edge, game-changer.

How to install it:

Claude: Go to Settings, then Capabilities, then Skills. Upload the file or paste the content. Any time you ask Claude to edit writing from now on, it follows these rules automatically.

Claude (Projects): Create a new Project called "Writing." Paste the skill content into the Project instructions. Every chat inside that Project uses the editor rules.

Claude (Chat): Paste the content as your first message in a new chat. It applies for that session. You'll need to paste it again next time, which is why Projects or Skills are better for repeated use.

ChatGPT: Go to Settings, then Personalization, then Custom Instructions. Paste the skill content into the "How would you like ChatGPT to respond?" box. It applies to every conversation. If you only want it sometimes, paste it as the first message instead.

Gemini (AI Studio): Paste the content into the System Instructions panel on the right side of the Playground. It applies to that session.

Any other AI: Paste the content as the first message in your chat. Works everywhere.

Try it Now

  1. Copy the skill file above

  2. Install it using whichever method matches your AI tool

  3. Paste something you wrote this week and say: "Edit this"

  4. Compare the output to what you'd get without the skill — the difference is in the critique step and the voice preservation

AI TOOL SPOTLIGHT

Claude Projects (Now Free)

Claude Projects used to be a paid feature. It's now free for everyone, and most people missed the change.

What it does: A Project is a saved workspace inside Claude. You give it instructions and upload files once. Every new chat you open inside that Project follows those instructions and has access to those files automatically.

Who it's for: Anyone who uses Claude for the same type of task more than once. Writing, editing, research, client work, content creation. If you've ever thought "I keep telling Claude the same thing," Projects fixes that.

Try this first: Go to claude.ai, click Projects in the left sidebar, then Create Project. Name it "Writing." Paste this week's writing-editor.md skill (from The Skill section above) into the Project instructions. Now open a new chat inside that Project, paste any draft, and say "Edit this." Claude follows the editor rules without you asking. Every chat in that Project works the same way.

One thing to know: Projects don't share memory with each other. Your "Writing" Project won't know what happened in your "Research" Project. That's intentional — it keeps things clean. Create one Project per recurring task, not one mega-Project for everything.

🌍 THE BIGGER PICTURE

AI isn't killing jobs. It's changing who gets them.

Last week we covered Anthropic research showing that AI can theoretically handle 94% of tasks in computer and maths roles, but only covers 33% in practice. New research from Sweden and the US adds another layer. AI is not primarily eliminating jobs. It is quietly shifting who gets hired in the first place. Entry-level roles in high-exposure fields are harder to land. Experienced workers in the same fields are mostly fine, sometimes better off. The risk is concentrated at the bottom of the career ladder, not the middle. 

Claude can now run tasks while you sleep

Anthropic has quietly shipped several updates that show where the AI industry is going. You can now message Claude on your phone (say, through Telegram) and Claude executes it on your local machine. Claude Cowork has a scheduling feature for recurring tasks  (e.g. a morning news digest). And then there is the browser extension. You can use Claude can control your browser, search for files and operate websites as you would. Just make sure you give it only the permissions you’re comfortable with.

OpenAI shuts down Sora after six months

OpenAI has killed Sora, its AI video app that hit number one on the App Store days after launch and clocked one million downloads in its first 24 hours. The reason given: consolidating compute and resources on AI models and coding agents. At its peak, Sora consumed 30% of OpenAI's entire compute capacity in a single day.

That's it for this week.

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