A Coding Implementation on Microsoft SkillOpt for Instrumented Prompt Optimization, Skill Evolution Analysis, and Baseline Comparison

- Microsoft’s SkillOpt is basically an AI intern that critiques its own homework until it stops sounding like a robot. We’re talking a full loop: rollout, reflect, aggregate, select, update, and gate. It takes a seed prompt, runs it through GPT-4o to optimize GPT-4o-mini, and tracks every token spent like it’s auditing a hedge fund. The result? A dashboard showing accuracy climbing while edit budgets get chewed up. It’s not DeFi, but it is the digital infrastructure of "making LLMs less dumb." If you’re building agents, this is your new best friend. If you’re just here for the moonboys, go away.