Building AI Workflows with Claude Cowork Skills

Claude Cowork's Skills feature lets you encode your entire workflow into a simple markdown file that Claude reads and executes consistently. This session walks through what Skills are, how they differ from slash commands, and how to combine them with plugins, connectors, and scheduled tasks to build automated AI workflows. Real examples include a client research brief, contract generation, and a LinkedIn repurposing pipeline, demonstrating how a single command can replace hours of manual work.

Learning objectives

• Explain what a Claude Cowork Skill is and how it differs from a standard prompt or slash command
• Create a basic Skill markdown file that defines a goal, steps, and required tools
• Combine Skills with connectors and plugins to give Claude access to external apps and data
• Set up scheduled tasks so Skills run automatically without manual triggering
• Use the built-in Skill Creator to generate new Skills by describing a workflow in plain language

Key takeaways

• A Skill is a plain-text markdown file that encodes your workflow once so Claude executes it consistently every time
• Slash commands manually trigger a Skill, while auto-triggers fire it based on context or schedule
• Plugins bundle Skills, commands, connectors, and sub-agents into a shareable, importable package
• Connectors act as a live bridge between Claude and your external apps, enabling Claude to read and act on real data
• Zapier MCP extends native connectors to over 8,000 apps, dramatically expanding automation scope
• Scheduled tasks combined with Skills create fully autonomous workflows that run without any manual input
• Skills are shareable files, making it easy to distribute proven workflows across a team or import community-built plugins