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Google Flights

Community
borski
google-flights

Browser-automated Google Flights search via agent-browser. All airlines including Southwest. Cash prices, schedules, economy/business comparison, market selection.

Overview

Publisherborski
Repositorytravel-hacking-toolkit
Skill namegoogle-flights
Stars
690
Forks
75
Bundled files
Instructions only
LicenseMIT
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 borski on GitHub. Read the source before you install it.

Installation

Install the Google Flights 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/borski/travel-hacking-toolkit/tree/main/plugins/travel-hacking-toolkit/skills/google-flights
  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/borski/travel-hacking-toolkit.git /tmp/travel-hacking-toolkit
mkdir -p .claude/skills
cp -r /tmp/travel-hacking-toolkit/plugins/travel-hacking-toolkit/skills/google-flights .claude/skills/google-flights
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Google Flights 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 Flights 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 Flights 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 Flights Search

Search Google Flights via agent-browser to find flight prices, schedules, and availability.

Prerequisites

Requires agent-browser CLI:

bash
npm install -g agent-browser && agent-browser install

When to Use

  • User asks to search/find/compare flights or airfare
  • User wants to know flight prices between cities
  • User asks about flight schedules or availability
  • User wants to find the cheapest flight for specific dates
  • Southwest flights: Google Flights is one of the only sources for SW cash prices. No GDS or API returns Southwest.

When NOT to Use

  • Completing purchases: This skill finds flights and extracts booking links, but do not attempt to complete a purchase on a booking site.
  • Hotels/rental cars: Use other tools for non-flight travel searches.
  • Historical price data: Google Flights shows current prices, not historical.

Session Convention

  • Economy + Business comparison (default): --session econ and --session biz
  • Single cabin search: --session flights
  • Interactive fallback: --session flights

Fast Path: URL-Based Search (Preferred)

Construct a URL with a natural language ?q= parameter. Loads results directly. 3 commands total.

URL Template

https://www.google.com/travel/flights?q=Flights+from+{ORIGIN}+to+{DEST}+on+{DATE}[+returning+{DATE}][+one+way][+business+class][+N+passengers][&gl=XX]

Default: Economy + Business Comparison

Run two parallel sessions (economy and business) to show the price delta:

bash
# Launch both in parallel
agent-browser --session econ open "https://www.google.com/travel/flights?q=Flights+from+BKK+to+NRT+on+2026-03-20+returning+2026-03-27" &
agent-browser --session biz open "https://www.google.com/travel/flights?q=Flights+from+BKK+to+NRT+on+2026-03-20+returning+2026-03-27+business+class" &
wait

# Wait for both to load
agent-browser --session econ wait --load networkidle &
agent-browser --session biz wait --load networkidle &
wait

# Snapshot both
agent-browser --session econ snapshot -i
agent-browser --session biz snapshot -i

# Close biz (only needed for delta column); keep econ alive for booking links
agent-browser --session biz close

One Way

Add +one+way to the URL:

bash
agent-browser --session flights open "https://www.google.com/travel/flights?q=Flights+from+LAX+to+LHR+on+2026-04-15+one+way"
agent-browser --session flights wait --load networkidle
agent-browser --session flights snapshot -i

What Works via URL

FeatureURL syntaxStatus
Round trip+returning+YYYY-MM-DDWorks
One way+one+wayWorks
Business class+business+classWorks
First class+first+classWorks
N passengers+N+passengersWorks
Adults + children+2+adults+1+childWorks
IATA codesBKK, NRT, LAXWorks
City namesBangkok, TokyoWorks
Dates as YYYY-MM-DD2026-03-20Works (best)
Market/locale&gl=TH (country code)Works
Premium economy+premium+economyFails
Multi-cityN/AFails

Reading Results from Snapshot

Each flight appears as a link element with a full description:

link "From 20508 Thai baht round trip total. Nonstop flight with Air Japan.
     Leaves Suvarnabhumi Airport at 12:10 AM on Friday, March 20 and arrives
     at Narita International Airport at 8:15 AM on Friday, March 20.
     Total duration 6 hr 5 min. Select flight"

Parse into a markdown table (see Output Format below).

Market Selection Strategy

Different country markets return different prices for the same route. Always try:

  1. Departure country market first (&gl=US for flights from the US)
  2. Destination country market (&gl=JP for flights to Japan)
  3. Ask the user before trying additional markets

The &gl=XX parameter sets the market. Use ISO 3166-1 alpha-2 country codes.

Booking Options Handoff

After presenting results, offer booking links. When the user picks a flight:

bash
agent-browser --session econ click @eN    # Click the flight's link
agent-browser --session econ wait 3000
agent-browser --session econ snapshot -i  # Shows booking providers with prices and URLs

Output Format

Always use markdown tables for flight results.

Economy + Business comparison (default)

#AirlineStopsDurationDepartArriveEconomyBusinessDelta
1JALNonstop5h 55m8:05 AM4:00 PM$523$1,490+185%
2THAINonstop5h 50m10:30 PM6:20 AM+1$628$1,675+166%

Economy only

#AirlineStopsDurationDepartArrivePrice
1JALNonstop5h 55m8:05 AM4:00 PM$523

Format rules

  • One row per flight
  • For connections, show stop cities (e.g., "1 stop via ICN")
  • No code blocks around the table
  • After the table, highlight cheapest, fastest, and best value

Interactive Workflow (Fallback)

Use for multi-city, premium economy, or when the URL path fails. See the google-flights skill in ajimix/travel-hacking-toolkit for the full interactive reference with step-by-step commands for form filling, date pickers, and multi-city searches.

Key Rules

RuleWhy
Prefer URL fast path3 commands vs 15+ interactive
wait --load networkidleSmarter than fixed wait 5000
Use fill not type for airportsClears existing text first
Wait 2s after typing airport codesAutocomplete needs API roundtrip
Always CLICK suggestions, never EnterEnter is unreliable for autocomplete
Re-snapshot after every interactionDOM changes invalidate refs
Keep results session alive for booking linksClose biz session after capturing delta

Troubleshooting

  • Consent popups: Click "Accept all" or "Reject all" in the snapshot.
  • URL fast path didn't work: Fall back to interactive.
  • Bot detection / CAPTCHA: Inform user. Do NOT solve CAPTCHAs.

Frequently asked questions

What does the Google Flights AI skill do?

Browser-automated Google Flights search via agent-browser. All airlines including Southwest. Cash prices, schedules, economy/business comparison, market selection.

Why use Google Flights on TypingMind?

Because you install it once and use it with any model. Google Flights 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 Flights in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/borski/travel-hacking-toolkit/tree/main/plugins/travel-hacking-toolkit/skills/google-flights. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Google Flights?

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 Flights?

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

Is the Google Flights AI skill free?

Yes. It is published on GitHub by borski under the MIT 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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