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google-flights

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

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Source SKILL.md: https://github.com/borski/travel-hacking-toolkit/blob/HEAD/plugins/travel-hacking-toolkit/skills/google-flights/SKILL.md

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Google Flights Search

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

Prerequisites

Requires agent-browser CLI:

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:

# 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:

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:

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.