After every correction, end with: "Update your CLAUDE.md so you don't make that mistake again." Claude is eerily good at writing rules for itself.

Ruthlessly edit your CLAUDE.md over time. Keep iterating until Claude's mistake rate measurably drops.

One engineer tells Claude to maintain a notes directory for every task/project, updated after every PR. They then point CLAUDE.md at it.

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