{"id":"609d2bd9-ac89-4a49-9ef4-5d323e6afacd","slug":"clawhub-kokxi-qa-agent-testing","name":"qa-agent-testing","description":"当需要测试 AI Agent（智能体、聊天机器人、AI 助手）时使用此技能。Agent 测试和传统功能测试完全不同——你要测的不是\"点按钮看结果\"，而是它的推理链路、工具调用时机、幻觉率、Prompt 注入防护、角色边界保持和记忆一致性。安全三维（安全/高级安全/可控性）对任何 Agent 都是必选项，其余六维按 Agent 类型与风险追加。输出九维测试矩阵、工具调用与幻觉专项用例、安全审计清单。 触发场景：Agent测试、智能体测试、AI助手、聊天机器人、Agent幻觉、Prompt注入、AI安全审计、LLM测试、需要测试AI Agent或评估AI行为时。 Use when the user asks about: AI agent, LLM, or chatbot testing — tool-calling behavior, hallucination rates, prompt injection defense, role-boundary keeping, and memory consistency.","capabilities":[],"protocols":["OPENCLAW"],"safetyScore":84,"overallRank":62,"trustScore":null,"trust":null,"source":"CLAWHUB","updatedAt":"2026-10-10T20:42:11.096Z"}