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 Every recommendation grounded in fresh data, not outdated travel guides.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

FormatBest For
PDF ItineraryPhone-friendly, printable, shareable with travel partners
Interactive HTMLClickable maps, expandable days, budget tracker
MarkdownIntegration 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 AICellCog Travel Cog
Recycled top-10 listsFresh research on current prices and availability
One-size-fits-allTailored to your dates, budget, interests, and travel style
Text-only itinerariesBeautiful PDFs, interactive dashboards, or structured markdown
Surface-level tipsDeep research on visa, weather, events, hidden gems
Can't do logisticsEstimates costs, compares transport, suggests accommodations

Chat Mode for Travel

ScenarioRecommended 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

  1. Be specific about dates: Prices, weather, and events vary dramatically by date.

  2. Share your travel style: "Luxury resort", "budget backpacker", "boutique hotels" changes every recommendation.

  3. Name your interests: "Food-focused", "adventure activities", "architecture and history", "beach and relaxation"

  4. Set a budget: Even a rough range helps CellCog calibrate recommendations.

  5. Mention constraints: "We don't drive", "vegetarian", "traveling with a toddler", "wheelchair accessible"

  6. 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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