Agent Skills Work But The Research Shows Most Teams Are Building Them Wrong

Recent research indicates that while AI agent skills can significantly improve task performance, human-curated skills are far more effective than model-generated ones, which often fail to capture essential organizational nuances. To build successful skill libraries, developers should implement hierarchical organization to prevent retrieval errors and prioritize security to mitigate the widespread vulnerabilities found in many community-developed skills.