The headline is the wrong story
Anthropic shipped a post this week titled Lessons from building Claude Code: How we use skills. You probably read it in the hour it hit Hacker News. You probably came away with a list of patterns to try, a vague intent to write a few skills for your repo, and a tab still open in your browser because something in it felt heavier than the surface read.
That heavier thing is real. It is not the patterns.
The load-bearing change is buried in a paragraph that almost nobody is quoting on X: skills, at Anthropic, are how individual engineers compound. Which means a candidate's skills/ directory is now a portfolio. Which means "senior" on an AI-native team in 2026 means something different than it did in 2024, and your interview loop has not caught up.
What Anthropic actually said
