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Skills - All You Need to Know

The most important AI skill right now is not prompting

Learning Loop – The Skills Issue
 
 

Hey Peeps,

Krishna Rao runs finance for Anthropic — a company that went from $9B to over $30B in annualised revenue in four months.

His team did not hire 50 new people to keep up.

They built Skills. Over 70 of them. One Skill alone — called MFR — now produces their entire monthly financial review. 90 to 95% ready before any human touches it.

 

"It can produce our monthly financial review. It's 90 to 95 percent ready and then all of our discussion becomes about what do we do, what are the implications, not what exactly happened."

— Krishna Rao, CFO, Anthropic

This isn't just Anthropic. PwC found that workers with AI skills earn 56% more than peers in the same roles without them. The World Economic Forum put it plainly: AI skills are becoming a partial equaliser in hiring — shifting attention away from credentials toward demonstrable, current capabilities.

So today, let's start from the very beginning. What are Skills, what's inside them, and how do you actually use them.

First — What is a .md file?

When a Skill is created, it generates a .md file. Most people see that and freeze. Don't.

A .md file is just a plain text document. Think of it like a Word document — except anyone (or any AI) can open and read it without needing Word installed. That's the only thing special about it.

It uses simple symbols to add formatting:

SymbolWhat it does
#Main heading
##Sub-heading
-Bullet point
**text**Bold
*text*Italic
[Text](Link)Clickable link

You can open a .md file on Windows with Notepad, on Mac with TextEdit, on mobile with any text editor. Or just rename it from .md to .txt — and it opens like a normal text file.

That's it. No magic. Just a text file with a different label.

So what actually goes inside a Skill?

Think of a Skill's .md file as a briefing document. Before the conversation even starts, the AI reads it — and already knows the task, the approach, what good output looks like, and what to avoid.

Inside, you might find:

What's insideExample
Role instructions"You are a finance assistant for a D2C brand…"
Process guides"Follow these steps when analysing a bank statement…"
Knowledge docsYour pricing sheet, FAQs, product catalogue
Prompt templatesA ready-made structure for weekly reports
Training materialExamples of good vs. bad outputs

When you type /newsletter or /finance in Claude, the right Skill fires automatically. No uploading. No re-explaining. The AI already has the briefing.

That's the magic of a Skill — memory with a trigger.

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