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Claude API skill adds commands for building evaluations and iterative optimizationMachine translation

Claude 开发者博客··Original publication time
AI-assisted summary

The Claude API skill adds /claude-api build-eval to build evaluations in a codebase and /claude-api hillclimb to propose and evaluate one change per round. The optimization workflow splits cases into training and held-out test sets, reverting a change if training scores improve while test scores remain flat.

Why it matters

两条命令把评测设计、逐轮修改和留出集防过拟合检查串成可在代码库中使用的流程。

Claude API skill adds commands for building evaluations and iterative optimization

· 原发布时间
AI-assisted summary

The Claude API skill adds /claude-api build-eval to build evaluations in a codebase and /claude-api hillclimb to propose and evaluate one change per round. The optimization workflow splits cases into training and held-out test sets, reverting a change if training scores improve while test scores remain flat.

推荐理由

两条命令把评测设计、逐轮修改和留出集防过拟合检查串成可在代码库中使用的流程。

材料 6c1bd1ae95e94e76a96306c19f544f0e;建议 d0e222752a9c49b0865922a49f7ef5d6;系统证据核验通过,非人工审稿。

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