Most people use AI like a chat box.
The better pattern is to turn repeated workflows into Claude Skills: reusable instructions that tell the agent what to do, which tools to use, what quality bar to hit, and how to ask for missing context.
From the video: skills can package workflows like YouTube clipping, B-roll generation, thumbnail creation, and animated graphics. The deeper lesson is not the individual asset. It is the repeatable operating procedure behind the asset.
Build skills like products:
1. Pick one repeated task.
2. Connect the needed MCP/tool.
3. Force a plan before the build.
4. Test the first output.
5. Update the skill with better examples and constraints.
Save this if you are building agent workflows.
Follow @devengoratela for practical AI automation breakdowns.
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