One Markdown File Made My AI Agent 23 Points Smarter
A new method called SkillOpt, developed by Microsoft and three Chinese universities, has demonstrated that a single Markdown file can significantly improve AI agent performance. When used as context during inference, this file boosted GPT-5.5's scores by an average of 23 points across six procedural benchmarks. This approach outperformed handwritten instructions, LLM-generated instructions, and four specialized training methods, suggesting a notable trend for AI agent optimization. AI
IMPACT This method suggests a simple yet effective way to enhance AI agent capabilities, potentially influencing how agents are optimized and deployed.