Claude Skills explained: How to create reusable AI workflows episode artwork

EPISODE · Oct 22, 2025 · 27 MIN

Claude Skills explained: How to create reusable AI workflows

from How I AI · host Claire Vo

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:What Claude Skills are and how they differ from Claude Projects and custom GPTsHow to structure a Skill (metadata, instructions, and linked files)Why defining workflows in natural language beats rigid automation toolsHow to create Claude Skills using Claude Code and CursorHow to validate your skills with Python scripts and folder referencesHow to upload and use Claude Skills inside Claude’s web or desktop appPractical examples: turning changelogs into newsletters, demo notes into emails, and more—Brought to you by:ChatPRD—An AI copilot for PMs and their teams—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 [email protected].

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:What Claude Skills are and how they differ from Claude Projects and custom GPTsHow to structure a Skill (metadata, instructions, and linked files)Why defining workflows in natural language beats rigid automation toolsHow to create Claude Skills using Claude Code and CursorHow to validate your skills with Python scripts and folder referencesHow to upload and use Claude Skills inside Claude’s web or desktop appPractical examples: turning changelogs into newsletters, demo notes into emails, and more—Brought to you by:ChatPRD—An AI copilot for PMs and their teams—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 [email protected].

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Claude Skills explained: How to create reusable AI workflows

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This episode was published on October 22, 2025.

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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...

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