Claude Skills explained: How to create reusable AI workflows

From the creator

Today I dive into Anthropic’s latest feature that lets anyone create reusable workflows for Claude—no coding required. I break down exactly what Claude Skills are, how to build them from scratch, and how to use them inside Claude Code and Cursor to automate recurring AI tasks like generating PRDs, writing changelog summaries, and turning demo notes into follow-up emails. *What you’ll learn:* 1. What Claude Skills are and how they differ from Claude Projects and custom GPTs 2. How to structure a Skill (metadata, instructions, and linked files) 3. Why defining workflows in natural language beats rigid automation tools 4. How to create Claude Skills using Claude Code and Cursor 5. How to validate your skills with Python scripts and folder references 6. How to upload and use Claude Skills inside Claude’s web or desktop app 7. Practical examples: turning changelogs into newsletters, demo notes into emails, and more *Brought to you by:* ChatPRD—An AI copilot for PMs and their teams: https://www.chatprd.ai/howiai *Where to find Claire Vo:* ChatPRD: https://www.chatprd.ai/ Website: https://clairevo.com/ LinkedIn: https://www.linkedin.com/in/clairevo/ X: https://x.com/clairevo *In this episode, we cover:* (00:00) Introduction (01:39) What are Claude Skills and how do they work? (08:30) The structure of Claude Skills files (11:00) Demo: Creating Skills using Claude’s built-in skill creator (16:08) A more efficient workflow: Creating Skills with Cursor (17:42) Using Python validation scripts (18:37) Testing Skills with Claude Code (20:52) Creating a changelog-to-newsletter Skill (22:16) Creating a demo-to-follow-up-email Skill (23:45) Uploading Skills to the Claude web interface (26:04) Conclusion and summary *Tools referenced:* • Claude: https://claude.ai/ • Claude Code: https://claude.ai/code • Cursor: https://cursor.sh/ *Other references:* • Equipping agents for the real world with Agent Skills: https://www.anthropic.com/engineering/equipping-agents-for-the-real-world-with-agent-skills • Anthropic Skills Documentation: https://docs.claude.com/en/docs/claude-code/skills?utm_source=chatgpt.com • Claude Projects: https://claude.ai/projects _Production and marketing by https://penname.co/._ _For inquiries about sponsoring the podcast, email jordan@penname.co._

Stop watching · start building
Matched to AI Coding

Makers residency 4th edition

Your idea can be anything. At our last workshops, people built plant-based nutrition businesses, a way to measure planetary resilience, crochet headwear and a way to connect lonely people living in the same building. An asset manager went on to raise an additional £25M on their fund within nine months. The fourth workshop is a full day at KOKO with Nick Sarafa, learning to build with Claude Code. Bring the thing you keep meaning to start. We’ll bring the pizza.

◆ Fri 13 Nov 2026 ◆ KOKO, London
Makers residency 4th edition
Live event
Makers residency 4th edition
Fri 13 Nov 2026

More like this

Running one yourself?

List your AI event,
wherever it is.

A meetup, a workshop, a hackathon, a conference. Any city, or online. Tell us about it and it lands in front of people already learning this stuff.