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LLM agents can now autonomously generate complex skills with multi-file dependencies, rivaling human-authored skills, thanks to a co-evolutionary verification process that doesn't need ground truth labels.
LLMs struggle to effectively use private library APIs even when provided with the correct documentation, but PriCoder can boost their performance by over 20% through targeted training data synthesis.