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Claude Skills Update Themselves in Real Time
Ryan Doser16 June 2026Watch on YouTube
Part of series
Ep. 9 · Claude Code Slash Commands
Geavanceerde Claude Code-functies zoals /goal voor autonome en efficiënte AI-workflows.
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Claude Skills can update themselves in real time. Correct one once and it never repeats the mistake. Karpathy's Auto Research goes further and rewrites the skill in the background while you work. GPTs feel static next to this. #claudecode #claude #claudeskills #ai #aitools
What you'll learn
- Claude Skills can update themselves in real time based on corrections you provide.
- Once you correct a mistake, Claude Skills learns from it and never repeats that same error.
- Karpathy's Auto Research goes further by actively rewriting the skill in the background while you work.
- GPTs feel static compared to these self-updating capabilities of Claude.
- Real-time adaptation capability makes Claude Skills more adaptive than traditional AI tools.
Frequently asked questions
How can Claude Skills update themselves in real time?
Claude Skills update themselves by learning from corrections you provide. Once you correct an error, Claude processes this and the skill never repeats that mistake again.
What is the difference between Claude Skills and GPTs regarding adaptability?
Claude Skills adapt themselves in real time based on corrections, while GPTs appear to function more statically without the same self-updating capabilities.
What does Karpathy's Auto Research do that Claude Skills do not?
Karpathy's Auto Research goes further than Claude Skills by actively rewriting and improving the skill in the background while you work on it.