菜单
TravelFlow Search Agent skill. Use it when the system needs external travel data such as POI, weather, geocoding, reverse geocoding, or route planning. It maps to the canonical agent name `search`.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
Use this skill when the user asks about their own history, past trips, or saved preferences. Triggers when user asks "我去过哪些地方", "我上次去北京是什么时候", "我之前说过什么偏好", "我的旅行记录". This skill uses MemoryQueryAgent and requires a MemoryManager (user_id, session_id) to access long-term memory.
TravelFlow Plan Agent skill. Use it to generate personalized trip itineraries from user preferences, clarified trip fields, and Search Agent data. It maps to the canonical agent name `plan`.
Use this skill when the user states or updates their preferences, e.g. hotel brands, airlines, home location, seat preference. Triggers when user says "我喜欢住汉庭", "我还喜欢如家", "我搬家到上海了", "我常坐东航". This skill uses PreferenceAgent and requires a MemoryManager to persist preferences; when used standalone, apply returned preferences via memory_manager.long_term.save_preference.
基于 SOC 职业分类
| name | query-info |
| description | TravelFlow Search Agent skill. Use it when the system needs external travel data such as POI, weather, geocoding, reverse geocoding, or route planning. It maps to the canonical agent name `search`. |
该文件只描述 TravelFlow 信息检索能力。运行入口位于 agents.search_agent.InformationQueryAgent，对外调度名为 search；内部按铁路、天气、网页兜底、行程检索规划和执行拆在 agents.search_modules。旧路径 query-info/script/agent.py 仅做兼容导入。
通常由 Orchestrator 传入：
{
"context": {
"rewritten_query": "用户想从上海出发去杭州玩三天",
"event_data": {
"origin": "上海",
"destination": "杭州",
"start_date": "2026-05-01",
"duration_days": 3
}
},
"previous_results": []
}
返回结构化检索结果，常见字段：
results.destinationresults.event_dataresults.geocodesresults.poisresults.routesresults.weatherresults.ticketsresults.summary行程规划时优先使用 pois 和 weather 中的真实数据，不要凭空编造景点、天气或路线。
行程规划场景下，Search Agent 会先生成需求感知的 search_plan，再调用垂直工具，最后返回 search_bundle。搜索计划分三步：
event_data 和规划智能体追加请求识别亲子、美食、小众、摄影、长辈友好、雨天备选、预算、门票预约等搜索重点。transport.outbound_trains / transport.return_trains：12306 MCP 查询出的去程和返程车次、时间、余票和价格。destination.pois / pois_by_category：高德 MCP 查询出的景点、餐饮、住宿、交通枢纽等 POI。destination.nearby：围绕核心景点查询周边酒店、餐饮和站点。destination.routes / distances：核心 POI 之间的步行、驾车路线和距离。planning.search_strategy / demand_profile / must_verify：说明为什么这么搜，以及哪些事实必须核验。quality.verified_fields / missing / warnings / unverified_must_verify：说明哪些硬约束已核验，哪些仍缺失或失败。为了兼容旧版 Plan Agent，Search Agent 仍会在 results 顶层保留 pois、weather、routes、distances 等字段。