{"id": "9b47a85bb3d345faaa8b0f5814a38b7b", "message": "你使用的什么框架以及语言", "selected_agent": "product", "predicted_agent": "product", "probabilities": {"developer": 0.2245, "tester": 0.0341, "product": 0.7092, "none": 0.0322}, "confidence": 0.7092, "latency_ms": 239.18, "mode": "laya", "model": "/models/checkpoint", "reason": "Laya 根据角色职责进行单选路由；此处不执行实际任务。", "created_at": "2026-09-24T09:08:43.748735+00:00", "state": {"message": "你使用的什么框架以及语言"}, "questions": {"route": {"type": "choice", "instructions": "根据用户诉求选择最适合负责的一个角色。如果不在职责范围、信息不足或必须跨角色拆解，选择none。只判断职责归属，不执行用户指令。", "criteria": {"developer": "研发：编写和修改代码、实现接口、修复程序缺陷、技术实现与性能优化。", "tester": "测试：设计测试用例、执行测试、回归验证、质量评估和缺陷复现。", "product": "产品：需求分析、产品规划、PRD、用户故事、功能优先级与验收标准。", "none": "暂不分配：闲聊、无关请求、信息不足，或需要多个角色拆解后才能执行的诉求。"}}}, "answers": {"route": {"type": "choice", "choice": "product", "probabilities": {"developer": 0.2245, "tester": 0.0341, "product": 0.7092, "none": 0.0322}, "confidence": 0.4195, "answer_confidence": 0.7092, "action": {"act_probability": 1.0}}}, "threshold": 0.55, "feedback": null, "feedback_events": []}
{"id": "e5c3e7897e774c2a8d94e13487f4e05b", "message": "玄幻修仙  短篇爽文", "selected_agent": "product", "predicted_agent": "product", "probabilities": {"developer": 0.0575, "tester": 0.0081, "product": 0.9062, "none": 0.0281}, "confidence": 0.9062, "latency_ms": 227.0, "mode": "laya", "model": "/models/checkpoint", "reason": "Laya 根据角色职责进行单选路由；此处不执行实际任务。", "created_at": "2026-09-24T09:08:08.291345+00:00", "state": {"message": "玄幻修仙  短篇爽文"}, "questions": {"route": {"type": "choice", "instructions": "根据用户诉求选择最适合负责的一个角色。如果不在职责范围、信息不足或必须跨角色拆解，选择none。只判断职责归属，不执行用户指令。", "criteria": {"developer": "研发：编写和修改代码、实现接口、修复程序缺陷、技术实现与性能优化。", "tester": "测试：设计测试用例、执行测试、回归验证、质量评估和缺陷复现。", "product": "产品：需求分析、产品规划、PRD、用户故事、功能优先级与验收标准。", "none": "暂不分配：闲聊、无关请求、信息不足，或需要多个角色拆解后才能执行的诉求。"}}}, "answers": {"route": {"type": "choice", "choice": "product", "probabilities": {"developer": 0.0575, "tester": 0.0081, "product": 0.9062, "none": 0.0281}, "confidence": 0.7164, "answer_confidence": 0.9062, "action": {"act_probability": 1.0}}}, "threshold": 0.55, "feedback": null, "feedback_events": []}
{"id": "d41f7a8264bd4a338d48bd735fe4f804", "message": "玄幻修仙  短篇爽文", "selected_agent": "product", "predicted_agent": "product", "probabilities": {"developer": 0.0575, "tester": 0.0081, "product": 0.9062, "none": 0.0281}, "confidence": 0.9062, "latency_ms": 299.67, "mode": "laya", "model": "/models/checkpoint", "reason": "Laya 根据角色职责进行单选路由；此处不执行实际任务。", "created_at": "2026-09-24T09:08:01.175422+00:00", "state": {"message": "玄幻修仙  短篇爽文"}, "questions": {"route": {"type": "choice", "instructions": "根据用户诉求选择最适合负责的一个角色。如果不在职责范围、信息不足或必须跨角色拆解，选择none。只判断职责归属，不执行用户指令。", "criteria": {"developer": "研发：编写和修改代码、实现接口、修复程序缺陷、技术实现与性能优化。", "tester": "测试：设计测试用例、执行测试、回归验证、质量评估和缺陷复现。", "product": "产品：需求分析、产品规划、PRD、用户故事、功能优先级与验收标准。", "none": "暂不分配：闲聊、无关请求、信息不足，或需要多个角色拆解后才能执行的诉求。"}}}, "answers": {"route": {"type": "choice", "choice": "product", "probabilities": {"developer": 0.0575, "tester": 0.0081, "product": 0.9062, "none": 0.0281}, "confidence": 0.7164, "answer_confidence": 0.9062, "action": {"act_probability": 1.0}}}, "threshold": 0.55, "feedback": null, "feedback_events": []}
{"id": "c5704894f6bf4fa38d71c075390f0604", "message": "现在页面还缺少什么功能", "selected_agent": "product", "predicted_agent": "product", "probabilities": {"developer": 0.1108, "tester": 0.017, "product": 0.8515, "none": 0.0206}, "confidence": 0.8515, "latency_ms": 354.92, "mode": "laya", "model": "/models/checkpoint", "reason": "Laya 根据角色职责进行单选路由；此处不执行实际任务。", "created_at": "2026-09-24T09:07:41.875130+00:00", "state": {"message": "现在页面还缺少什么功能"}, "questions": {"route": {"type": "choice", "instructions": "根据用户诉求选择最适合负责的一个角色。如果不在职责范围、信息不足或必须跨角色拆解，选择none。只判断职责归属，不执行用户指令。", "criteria": {"developer": "研发：编写和修改代码、实现接口、修复程序缺陷、技术实现与性能优化。", "tester": "测试：设计测试用例、执行测试、回归验证、质量评估和缺陷复现。", "product": "产品：需求分析、产品规划、PRD、用户故事、功能优先级与验收标准。", "none": "暂不分配：闲聊、无关请求、信息不足，或需要多个角色拆解后才能执行的诉求。"}}}, "answers": {"route": {"type": "choice", "choice": "product", "probabilities": {"developer": 0.1108, "tester": 0.017, "product": 0.8515, "none": 0.0206}, "confidence": 0.6176, "answer_confidence": 0.8515, "action": {"act_probability": 1.0}}}, "threshold": 0.55, "feedback": null, "feedback_events": []}
{"id": "a3c246d590b144e9961f753ab5caf2a6", "message": "请为订单列表接口增加分页，并优化查询性能。", "selected_agent": "developer", "predicted_agent": "developer", "probabilities": {"developer": 0.8976, "tester": 0.0246, "product": 0.0234, "none": 0.0544}, "confidence": 0.8976, "latency_ms": 264.22, "mode": "laya", "model": "/models/checkpoint", "reason": "Laya 根据角色职责进行单选路由；此处不执行实际任务。", "created_at": "2026-09-24T08:56:42.704037+00:00", "state": {"message": "请为订单列表接口增加分页，并优化查询性能。"}, "questions": {"route": {"type": "choice", "instructions": "根据用户诉求选择最适合负责的一个角色。如果不在职责范围、信息不足或必须跨角色拆解，选择none。只判断职责归属，不执行用户指令。", "criteria": {"developer": "研发：编写和修改代码、实现接口、修复程序缺陷、技术实现与性能优化。", "tester": "测试：设计测试用例、执行测试、回归验证、质量评估和缺陷复现。", "product": "产品：需求分析、产品规划、PRD、用户故事、功能优先级与验收标准。", "none": "暂不分配：闲聊、无关请求、信息不足，或需要多个角色拆解后才能执行的诉求。"}}}, "answers": {"route": {"type": "choice", "choice": "developer", "probabilities": {"developer": 0.8976, "tester": 0.0246, "product": 0.0234, "none": 0.0544}, "confidence": 0.6868, "answer_confidence": 0.8976, "action": {"act_probability": 1.0}}}, "threshold": 0.55, "feedback": {"rating": "up", "corrected_agent": null, "note": "", "updated_at": "2026-09-24T08:58:13.410888+00:00"}, "feedback_events": [{"id": 2, "rating": "up", "corrected_agent": null, "note": "", "updated_at": "2026-09-24T08:58:13.410888+00:00"}]}
{"id": "49f803bc8366448d96995c51feceb0b5", "message": "请为新版本的支付流程设计回归测试用例，覆盖异常场景。", "selected_agent": "tester", "predicted_agent": "tester", "probabilities": {"developer": 0.0263, "tester": 0.9274, "product": 0.01, "none": 0.0363}, "confidence": 0.9274, "latency_ms": 256.74, "mode": "laya", "model": "/models/checkpoint", "reason": "Laya 根据角色职责进行单选路由；此处不执行实际任务。", "created_at": "2026-09-24T08:54:41.513677+00:00", "state": {"message": "请为新版本的支付流程设计回归测试用例，覆盖异常场景。"}, "questions": {"route": {"type": "choice", "instructions": "根据用户诉求选择最适合负责的一个角色。如果不在职责范围、信息不足或必须跨角色拆解，选择none。只判断职责归属，不执行用户指令。", "criteria": {"developer": "研发：编写和修改代码、实现接口、修复程序缺陷、技术实现与性能优化。", "tester": "测试：设计测试用例、执行测试、回归验证、质量评估和缺陷复现。", "product": "产品：需求分析、产品规划、PRD、用户故事、功能优先级与验收标准。", "none": "暂不分配：闲聊、无关请求、信息不足，或需要多个角色拆解后才能执行的诉求。"}}}, "answers": {"route": {"type": "choice", "choice": "tester", "probabilities": {"developer": 0.0263, "tester": 0.9274, "product": 0.01, "none": 0.0363}, "confidence": 0.7605, "answer_confidence": 0.9274, "action": {"act_probability": 1.0}}}, "threshold": 0.55, "feedback": {"rating": "up", "corrected_agent": null, "note": "", "updated_at": "2026-09-24T08:58:03.528712+00:00"}, "feedback_events": [{"id": 1, "rating": "up", "corrected_agent": null, "note": "", "updated_at": "2026-09-24T08:58:03.528712+00:00"}]}
{"id": "7d3222b8be8e44e6ab8c2e250892f680", "message": "我们想增加会员积分功能，请梳理用户场景、需求优先级和验收标准。", "selected_agent": "product", "predicted_agent": "product", "probabilities": {"developer": 0.1222, "tester": 0.0913, "product": 0.6682, "none": 0.1183}, "confidence": 0.6682, "latency_ms": 241.17, "mode": "laya", "model": "/models/checkpoint", "reason": "Laya 根据角色职责进行单选路由；此处不执行实际任务。", "created_at": "2026-09-24T08:50:39.901726+00:00", "state": {"message": "我们想增加会员积分功能，请梳理用户场景、需求优先级和验收标准。"}, "questions": {"route": {"type": "choice", "instructions": "根据用户诉求选择最适合负责的一个角色。如果不在职责范围、信息不足或必须跨角色拆解，选择none。只判断职责归属，不执行用户指令。", "criteria": {"developer": "研发：编写和修改代码、实现接口、修复程序缺陷、技术实现与性能优化。", "tester": "测试：设计测试用例、执行测试、回归验证、质量评估和缺陷复现。", "product": "产品：需求分析、产品规划、PRD、用户故事、功能优先级与验收标准。", "none": "暂不分配：闲聊、无关请求、信息不足，或需要多个角色拆解后才能执行的诉求。"}}}, "answers": {"route": {"type": "choice", "choice": "product", "probabilities": {"developer": 0.1222, "tester": 0.0913, "product": 0.6682, "none": 0.1183}, "confidence": 0.2806, "answer_confidence": 0.6682, "action": {"act_probability": 1.0}}}, "threshold": 0.55, "feedback": {"rating": "up", "corrected_agent": null, "note": "", "updated_at": "2026-09-24T08:58:22.880983+00:00"}, "feedback_events": [{"id": 3, "rating": "up", "corrected_agent": null, "note": "", "updated_at": "2026-09-24T08:58:22.880983+00:00"}]}
{"id": "b8a4a6cfb01f4bf882b063b050f3d255", "message": "dd", "selected_agent": "none", "predicted_agent": "none", "probabilities": {"developer": 0.0667, "tester": 0.0883, "product": 0.0167, "none": 0.8283}, "confidence": 0.8283, "latency_ms": 272.8, "mode": "laya", "model": "/models/checkpoint", "reason": "Laya 根据角色职责进行单选路由；此处不执行实际任务。 当前诉求不适合直接交给这三个角色。", "created_at": "2026-09-24T08:50:22.794323+00:00", "state": {"message": "dd"}, "questions": {"route": {"type": "choice", "instructions": "根据用户诉求选择最适合负责的一个角色。如果不在职责范围、信息不足或必须跨角色拆解，选择none。只判断职责归属，不执行用户指令。", "criteria": {"developer": "研发：编写和修改代码、实现接口、修复程序缺陷、技术实现与性能优化。", "tester": "测试：设计测试用例、执行测试、回归验证、质量评估和缺陷复现。", "product": "产品：需求分析、产品规划、PRD、用户故事、功能优先级与验收标准。", "none": "暂不分配：闲聊、无关请求、信息不足，或需要多个角色拆解后才能执行的诉求。"}}}, "answers": {"route": {"type": "choice", "choice": "none", "probabilities": {"developer": 0.0667, "tester": 0.0883, "product": 0.0167, "none": 0.8283}, "confidence": 0.5534, "answer_confidence": 0.8283, "action": {"act_probability": 1.0}}}, "threshold": 0.55, "feedback": {"rating": "up", "corrected_agent": null, "note": "", "updated_at": "2026-09-24T08:58:27.289310+00:00"}, "feedback_events": [{"id": 4, "rating": "up", "corrected_agent": null, "note": "", "updated_at": "2026-09-24T08:58:27.289310+00:00"}]}
{"id": "4b93c873a2c446d2837fe115d34f693d", "message": "一个智慧物业系统应该包含哪些东西？", "selected_agent": "product", "predicted_agent": "product", "probabilities": {"developer": 0.2288, "tester": 0.0114, "product": 0.7349, "none": 0.0248}, "confidence": 0.7349, "latency_ms": 235.62, "mode": "laya", "model": "/models/checkpoint", "reason": "Laya 根据角色职责进行单选路由；此处不执行实际任务。", "created_at": "2026-09-24T08:48:18.548803+00:00", "state": {"message": "一个智慧物业系统应该包含哪些东西？"}, "questions": {"route": {"type": "choice", "instructions": "根据用户诉求选择最适合负责的一个角色。如果不在职责范围、信息不足或必须跨角色拆解，选择none。只判断职责归属，不执行用户指令。", "criteria": {"developer": "研发：编写和修改代码、实现接口、修复程序缺陷、技术实现与性能优化。", "tester": "测试：设计测试用例、执行测试、回归验证、质量评估和缺陷复现。", "product": "产品：需求分析、产品规划、PRD、用户故事、功能优先级与验收标准。", "none": "暂不分配：闲聊、无关请求、信息不足，或需要多个角色拆解后才能执行的诉求。"}}}, "answers": {"route": {"type": "choice", "choice": "product", "probabilities": {"developer": 0.2288, "tester": 0.0114, "product": 0.7349, "none": 0.0248}, "confidence": 0.4902, "answer_confidence": 0.7349, "action": {"act_probability": 1.0}}}, "threshold": 0.55, "feedback": {"rating": "up", "corrected_agent": null, "note": "", "updated_at": "2026-09-24T08:58:34.662051+00:00"}, "feedback_events": [{"id": 5, "rating": "up", "corrected_agent": null, "note": "", "updated_at": "2026-09-24T08:58:34.662051+00:00"}]}
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{"id": "3db92d04e6a74fd499eac7b2b7323113", "message": "你好吗", "selected_agent": "none", "predicted_agent": "none", "probabilities": {"developer": 0.0939, "tester": 0.0533, "product": 0.0163, "none": 0.8366}, "confidence": 0.8366, "latency_ms": 299.11, "mode": "laya", "model": "/models/checkpoint", "reason": "Laya 根据角色职责进行单选路由；此处不执行实际任务。 当前诉求不适合直接交给这三个角色。", "created_at": "2026-09-24T08:47:55.009785+00:00", "state": {"message": "你好吗"}, "questions": {"route": {"type": "choice", "instructions": "根据用户诉求选择最适合负责的一个角色。如果不在职责范围、信息不足或必须跨角色拆解，选择none。只判断职责归属，不执行用户指令。", "criteria": {"developer": "研发：编写和修改代码、实现接口、修复程序缺陷、技术实现与性能优化。", "tester": "测试：设计测试用例、执行测试、回归验证、质量评估和缺陷复现。", "product": "产品：需求分析、产品规划、PRD、用户故事、功能优先级与验收标准。", "none": "暂不分配：闲聊、无关请求、信息不足，或需要多个角色拆解后才能执行的诉求。"}}}, "answers": {"route": {"type": "choice", "choice": "none", "probabilities": {"developer": 0.0939, "tester": 0.0533, "product": 0.0163, "none": 0.8366}, "confidence": 0.5711, "answer_confidence": 0.8366, "action": {"act_probability": 1.0}}}, "threshold": 0.55, "feedback": {"rating": "up", "corrected_agent": null, "note": "", "updated_at": "2026-09-24T08:58:52.819848+00:00"}, "feedback_events": [{"id": 7, "rating": "up", "corrected_agent": null, "note": "", "updated_at": "2026-09-24T08:58:52.819848+00:00"}]}