关于
The Eval Harness is a critical safety and quality assurance layer for the Context Cascade system, providing a strictly 'frozen' environment to evaluate cognitive frame application and cross-lingual integration. By decoupling evaluation metrics from the self-improvement loop, it prevents Goodhart’s Law—where an AI optimizes for the metric rather than the actual outcome—ensuring that system enhancements lead to real-world performance gains. This skill manages complex benchmark suites for prompt and skill generation, expertise file precision, and multi-lingual consistency while enforcing mandatory human approval gates for high-risk architectural changes.
