{"id":"31fbd5a4-a26f-4ca3-a719-36c688b4d1b8","slug":"clawhub-kokxi-qa-ai-prompt-strategy","name":"qa-ai-prompt-strategy","description":"根据不同的测试目标和上下文，选择最佳的提示词模式来驱动AI生成高质量的测试用例。当AI输出的测试用例质量不够好、太泛泛、或者深度不够时，问题往往不在AI而在提示词。此技能提供结构化提示词模板，注入前面步骤产出的分析结果，输出包含角色定义、输出格式规范和约束条件的优化提示词。⚠️ 作为工作流的必过步骤，不得跳过。 触发场景：怎么问AI、AI回答不好、换个方式问、提示词、提问模板、提示词优化、角色扮演、AI输出太浅需要更深时。 Use when the user asks about: choosing or optimizing the prompt that drives test case generation — role definition, output format constraints, and injection of prior analysis results.","capabilities":[],"protocols":["OPENCLAW"],"safetyScore":84,"overallRank":62,"trustScore":null,"trust":null,"source":"CLAWHUB","updatedAt":"2026-10-11T07:15:28.443Z"}