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 Every recommendation grounded in fresh data, not outdated travel guides.
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"])
Day-by-day plans with logistics:
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."
Deep-dive research before you book:
The details that matter:
| 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.
| 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 |
| 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.
Run /cellcog-setup (or /cellcog:cellcog-setup depending on your tool) to install and authenticate.
OpenClaw users: Run clawhub install cellcog instead.
Manual setup: pip install -U cellcog and set CELLCOG_API_KEY. See the cellcog skill for SDK reference.
共 3 个版本