跨多趟旅行长期维护的旅行档案:心愿目的地、证件状态、订单、积分与花费。
文档
Travel Planning
获得基于当前价格、签证、天气与当地活动调研的逐日行程方案。
它能做什么
Travel Planning 由 CellCog 提供支持,会先调研当前价格、签证要求、天气变化和当地活动情况,再输出逐日行程方案,支持 PDF、交互式 HTML 或 Markdown 三种格式。覆盖单城旅行、多城连线游、家庭度假、预算背包路线,以及商务与休闲混排的行程。同时支持预订前的目的地对比、季节性分析、安全与签证等研究,以及打包清单、交通指南和住宿策略等行前准备。
什么时候用它
- 为多城旅行规划逐日行程
- 预订前对比目的地、最佳季节或签证要求
- 整理打包清单、交通方案和预算明细
- 生成适合旅途中随时查阅的 PDF 或交互式行程
技能文档
Travel Planning - AI Travel Planner Powered by CellCog
Real travel planning needs real research — not recycled blog listicles.
#1 on DeepResearch Bench (Apr 2026) applied to travel. CellCog researches current prices, visa requirements, weather patterns, local events, and hidden gems — then delivers complete itineraries as beautiful PDFs or interactive dashboards. Every recommendation grounded in fresh data, not outdated travel guides.
How to Use
For your first CellCog task in a session, read the cellcog skill for the full SDK reference — file handling, chat modes, timeouts, and more.
OpenClaw (fire-and-forget):
result = client.create_chat(
prompt="[your task prompt]",
notify_session_key="agent:main:main",
task_label="my-task",
chat_mode="agent",
)
All agents except OpenClaw (blocks until done):
from cellcog import CellCogClient
client = CellCogClient(agent_provider="openclaw|cursor|claude-code|codex|...")
result = client.create_chat(
prompt="[your task prompt]",
task_label="my-task",
chat_mode="agent",
)
print(result["message"])
What You Can Plan
Complete Trip Itineraries
Day-by-day plans with logistics:
- City Trips: "Plan a 5-day trip to Tokyo for a first-time visitor who loves food and culture"
- Multi-City Tours: "Plan a 2-week Europe trip covering Barcelona, Rome, and Santorini"
- Business + Leisure: "Plan a week in Singapore — 3 days of meetings, 4 days exploring"
- Family Vacations: "Plan a 10-day family trip to Costa Rica with kids ages 6 and 10"
- Budget Travel: "Plan a backpacking route through Southeast Asia for 3 weeks under $2,000"
Example prompt:
"Plan a 7-day trip to Japan:
Travelers: Couple, late 20s, first time in Japan Dates: April 5-12, 2026 (cherry blossom season) Interests: Food (especially ramen and sushi), temples, photography, some nightlife Budget: Mid-range ($200-300/day for two) Base cities: Tokyo (3 nights), Kyoto (3 nights), Osaka (1 night)
Include: Day-by-day itinerary, restaurant recommendations, transport between cities (Shinkansen vs. bus), estimated costs, cherry blossom viewing spots, and tips for navigating without Japanese.
Deliver as a beautiful PDF I can reference on my phone."
Travel Research
Deep-dive research before you book:
- Destination Comparison: "Compare Bali vs. Thailand for a 2-week December honeymoon"
- Visa Research: "What visa requirements do US citizens need for a 30-day trip through Central America?"
- Safety & Health: "Research travel safety and health recommendations for Colombia in 2026"
- Seasonal Analysis: "When is the best time to visit Patagonia? Research weather, crowds, and costs by month"
- Local Events: "What festivals and events are happening in Portugal in September 2026?"
Logistics & Practical Info
The details that matter:
- Packing Lists: "Create a packing list for 2 weeks in Iceland in February"
- Budget Breakdowns: "Estimate daily costs for backpacking through South America"
- Transport Guides: "How to get around Japan — JR Pass vs. individual tickets for my itinerary"
- Accommodation Strategy: "Compare hotels vs. Airbnb vs. ryokans for my Japan trip"
Output Formats
| Format | Best For |
|---|---|
| PDF Itinerary | Phone-friendly, printable, shareable with travel partners |
| Interactive HTML | Clickable maps, expandable days, budget tracker |
| Markdown | Integration into Notion, Obsidian, or other planning tools |
Specify your preferred format. CellCog defaults to PDF when no format is specified.
Why CellCog for Travel?
| Generic Travel AI | CellCog Travel Cog |
|---|---|
| Recycled top-10 lists | Fresh research on current prices and availability |
| One-size-fits-all | Tailored to your dates, budget, interests, and travel style |
| Text-only itineraries | Beautiful PDFs, interactive dashboards, or structured markdown |
| Surface-level tips | Deep research on visa, weather, events, hidden gems |
| Can't do logistics | Estimates costs, compares transport, suggests accommodations |
Chat Mode for Travel
| Scenario | Recommended Mode |
|---|---|
| Single trip itinerary | "agent" |
| Quick destination research | "agent" |
| Complex multi-country planning with deep research | "agent team" |
Use "agent" for most travel planning.
Tips for Better Travel Plans
-
Be specific about dates: Prices, weather, and events vary dramatically by date.
-
Share your travel style: "Luxury resort", "budget backpacker", "boutique hotels" changes every recommendation.
-
Name your interests: "Food-focused", "adventure activities", "architecture and history", "beach and relaxation"
-
Set a budget: Even a rough range helps CellCog calibrate recommendations.
-
Mention constraints: "We don't drive", "vegetarian", "traveling with a toddler", "wheelchair accessible"
-
Ask for a PDF: CellCog's PDF itineraries are beautiful and phone-friendly — perfect for on-the-go reference.
If CellCog is not installed
Claude Code, Cursor, Codex + 70 more agents: npx skills add cellcog/skills --skill cellcog
OpenClaw: clawhub install cellcog
CellCog plugin users: run /cellcog-setup (or /cellcog:cellcog-setup depending on your tool)
Manual setup: pip install -U cellcog and set CELLCOG_API_KEY. See the cellcog skill for SDK reference.
常见问题
- 它能规划哪些类型的旅行?
- 支持单城旅行、多城连线游、家庭度假、预算背包路线,以及商务与休闲混排的行程,输出包含每日安排与交通后勤。
- 支持哪些输出格式?
- 默认输出便于在手机上查看的 PDF,也可以生成带可点击地图和可展开每日详情的交互式 HTML,或用于 Notion、Obsidian 等工具的 Markdown。
- 它在调研和后勤上能做到什么程度?
- 除了逐日行程,还会调研当前价格、签证要求、天气和当地活动,并根据出行日期、预算与偏好产出打包清单、交通对比和住宿建议。
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