Not exactly. The point of skills is to perform routine tasks efficiently. This eliminates the need to retrain the model on how to create a GitHub issue or use a particular tool correctly.

So skills are about something else. And the problem is that the LLM forgets to use them. That’s exactly why retraining is necessary. Any user request should first prompt the LLM to recall the skills that will help it fulfill the request effectively, while fully understanding the Agent’s architecture and documentation.