Google Hotels logo

Google Hotels

Organization
taracodlabs
google-hotels

Search Google Hotels for hotel prices, ratings, and availability using browser automation. Use when user asks to search hotels, find accommodation, compare hotel prices, check availability, or look up places to stay. Triggers include "search hotels", "find hotels", "hotels in", "where to stay", "accommodation", "hotel prices", "cheapest hotel", "best hotel", "places to stay", "hotel near", "book a hotel", "hotel ratings".

Overview

Publishertaracodlabs
Repositoryaiden
Skill namegoogle-hotels
Stars
852
Forks
150
Bundled files
Instructions only
LicenseAGPL-3.0
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by taracodlabs on GitHub. Read the source before you install it.

Installation

Install the Google Hotels AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/taracodlabs/aiden/tree/main/skills/installed/google-hotels
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/taracodlabs/aiden.git /tmp/aiden
mkdir -p .claude/skills
cp -r /tmp/aiden/skills/installed/google-hotels .claude/skills/google-hotels
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Google Hotels in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Google Hotels on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Google Hotels is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Google Hotels Search

Search Google Hotels via agent-browser to find hotel prices, ratings, amenities, and availability.

When to Use

  • User asks to search, find, or compare hotels or accommodation
  • User wants hotel prices in a city, neighborhood, or near a landmark
  • User asks about hotel availability for specific dates
  • User wants the best-rated or cheapest hotel in an area

When NOT to Use

  • Booking: This skill searches only — never complete a purchase
  • Vacation rentals / Airbnb: Google Hotels shows hotels, not rentals
  • Flights: Use the google-flights skill
  • Historical prices: Google Hotels shows current prices only
  • NEVER leave Google Hotels during search — do not navigate to Booking.com, Expedia, Hotels.com, or any OTA as a search workaround. Exception: after results, you MAY visit a hotel's own website for direct booking/promo checks.

Session Convention

Always use --session hotels for isolation.

URL Fast Path (Preferred)

Build a URL with location and dates encoded. Loads results in 3 commands.

Encoding Dates in the URL

Google Hotels uses a protobuf-encoded ts parameter. Use this bash function to generate it:

bash
hotel_ts() {
  local ci_y=$1 ci_m=$2 ci_d=$3 co_y=$4 co_m=$5 co_d=$6 nights=$7
  local cyl=$(printf '%02x' $(( ($ci_y & 0x7f) | 0x80 )))
  local cyh=$(printf '%02x' $(($ci_y >> 7)))
  local col=$(printf '%02x' $(( ($co_y & 0x7f) | 0x80 )))
  local coh=$(printf '%02x' $(($co_y >> 7)))
  echo -n "08011a200a021a00121a12140a0708${cyl}${cyh}10$(printf '%02x' $ci_m)18$(printf '%02x' $ci_d)120708${col}${coh}10$(printf '%02x' $co_m)18$(printf '%02x' $co_d)18$(printf '%02x' $nights)32020801" \
    | xxd -r -p | base64 | tr -d '\n='
}
# hotel_ts CHECKIN_YEAR MONTH DAY CHECKOUT_YEAR MONTH DAY NIGHTS
# hotel_ts 2026 3 15 2026 3 20 5  → CAEaIAoCGgASGhIUCgcI6g8QAxgPEgcI6g8QAxgUGAUyAggB

Years 2025-2030, months 1-12, days 1-31, nights 1-127.

Example: Hotels in Bangkok, March 15-20

bash
ts=$(hotel_ts 2026 3 15 2026 3 20 5)
agent-browser --session hotels open "https://www.google.com/travel/search?q=Hotels+in+Bangkok&qs=CAE4AA&ts=${ts}&ap=MAE"
agent-browser --session hotels wait --load networkidle
agent-browser --session hotels snapshot -i
agent-browser --session hotels close

Location Formats

City: Hotels+in+Bangkok | Neighborhood: Hotels+in+Shibuya+Tokyo | Near landmark: Hotels+near+Eiffel+Tower | Specific hotel: Haus+im+Tal+Munich

Without Dates

Omit ts, qs, ap parameters — shows "starting from" prices:

bash
agent-browser --session hotels open "https://www.google.com/travel/search?q=Hotels+in+Bangkok"
agent-browser --session hotels wait --load networkidle
agent-browser --session hotels snapshot -i

Result Format

| # | Hotel | Stars | Rating | Price/Night | Total | Via | Key Amenities |
|---|-------|-------|--------|-------------|-------|-----|---------------|
| 1 | Sukhothai Bangkok | ★★★★★ | 9.2 | $185 | $925 | Hotels.com | Pool, Spa, WiFi |
| 2 | Centara Grand | ★★★★★ | 8.8 | $165 | $825 | Booking.com | Pool, Gym, WiFi |
| 3 | Ibis Sukhumvit | ★★★ | 7.4 | $45 | $225 | Agoda | WiFi, Restaurant |

Key Rules

RuleWhy
Prefer URL fast path with ts=3 commands with dates vs 10+ interactive
wait --load networkidleSmarter than fixed wait 5000
Use fill not type for text inputsClears existing text first
Wait 2s after typing locationAutocomplete needs API roundtrip
Click suggestions, never EnterEnter is unreliable for autocomplete
Re-snapshot after every interactionDOM changes invalidate refs
Check for "View prices"Means dates aren't set yet
Never leave Google Hotels during searchOTA navigation during search breaks flow
Calendar navigation with "<" / ">"May open on wrong month — navigate and re-snapshot

Troubleshooting

ProblemSolution
Consent popupClick "Accept all" or "Reject all"
URL fast path failsFall back to google.com/travel/hotels interactive flow
No results / "View prices"Set check-in and check-out dates interactively
Calendar on wrong monthUse "<" / ">" arrows; re-snapshot after navigating
Calendar overlay blocking snapshotPress Escape, re-snapshot, re-open date picker
CAPTCHAInform user. Do NOT solve. Retry after a short wait.
Map view instead of listClick "List" or "View list" toggle

Post-Search: Direct Booking Check

After presenting results, offer: "Want me to check [hotel]'s direct website for promo codes or member rates? Direct booking is often cheaper."

bash
agent-browser --session direct open "https://www.example-hotel.com"
agent-browser --session direct wait --load networkidle
agent-browser --session direct snapshot -i
agent-browser --session direct close

Look for: direct booking price (often 5-15% cheaper), promo banners, "Book Direct" incentives, loyalty member rates. For chain hotels (IHG, Marriott, Hilton, Accor, Hyatt), mention their loyalty programs.

For full interactive workflow (calendar navigation, guest/room selector, filters), see references/interaction-patterns.md.

Frequently asked questions

What does the Google Hotels AI skill do?

Search Google Hotels for hotel prices, ratings, and availability using browser automation. Use when user asks to search hotels, find accommodation, compare hotel prices, check availability, or look up places to stay. Triggers include "search hotels", "find hotels", "hotels in", "where to stay", "accommodation", "hotel prices", "cheapest hotel", "best hotel", "places to stay", "hotel near", "book a hotel", "hotel ratings".

Why use Google Hotels on TypingMind?

Because you install it once and use it with any model. Google Hotels is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Google Hotels in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/taracodlabs/aiden/tree/main/skills/installed/google-hotels. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Google Hotels?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Google Hotels?

As many as you like. As long as a model supports skills, you can use Google Hotels with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Google Hotels AI skill free?

Yes. It is published on GitHub by taracodlabs under the AGPL-3.0 license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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