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SKILL verified MIT Self-run

Wikipedia Airports

skill-borski-travel-hacking-toolkit-wikipedia-airports · by borski

Discover destinations served from any airport via Wikipedia. Sanity-check whether an airline flies a specific route, find regional service that fare tools miss, identify late-split-return airport options.

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Install

$ agentstack add skill-borski-travel-hacking-toolkit-wikipedia-airports

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access Used
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

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Reliability & compatibility

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About

Wikipedia Airports

Use Wikipedia as a route discovery and sanity-check source for airport destinations. This is especially useful when:

  • an airport page has an Airlines and destinations section
  • an airline's own city-pair marketing pages confirm service patterns
  • flight search tools disagree about whether a route exists

Wikipedia is not a booking source and not a real-time schedule source. Use it to discover likely routes, then confirm them with airline or fare tools.

Best Use Cases

  • "What destinations does SAN serve?"
  • "Does Southwest fly SAN -> EUG?"
  • "What airports can I use for a late split return?"
  • "Which airline serves this small airport nonstop?"

Workflow

1. Resolve the airport page from an IATA code

Use Wikipedia search with the airport code plus the word airport.

curl -s "https://en.wikipedia.org/w/api.php?action=query&list=search&srsearch=SAN+airport&format=json" \
  | jq '.query.search[0:5][] | {title}'

Usually the first result is the airport page, e.g. San Diego International Airport.

2. Fetch the page

Use the readable page HTML or the wikitext parse API.

curl -s "https://en.wikipedia.org/w/api.php?action=parse&page=San_Diego_International_Airport&prop=wikitext&formatversion=2&format=json" \
  | jq -r '.parse.wikitext'

Or fetch the rendered page:

curl -Ls "https://en.wikipedia.org/wiki/San_Diego_International_Airport"

3. Look for route sections

Search for headings like:

  • Airlines and destinations
  • Destinations
  • Passenger
  • Airlines

Example:

curl -s "https://en.wikipedia.org/w/api.php?action=parse&page=San_Diego_International_Airport&prop=wikitext&formatversion=2&format=json" \
  | jq -r '.parse.wikitext' \
  | rg -n "Airlines and destinations|Destinations|Passenger|Southwest|Eugene|Portland"

4. Treat airline city-pair pages as a second source

If the airport page is incomplete, use airline route pages to validate the pattern.

Examples:

curl -Ls "https://www.southwest.com/en/flights/flights-from-portland-or-to-san-diego" | rg "PDX|SAN|Portland|San Diego"
curl -Ls "https://www.southwest.com/en/flights/flights-from-portland-or-to-orange-county-santa-ana" | rg "PDX|SNA|Portland|Orange County"

This is especially useful for Southwest because:

  • it is missing from most GDS sources
  • route existence is often easier to verify from marketing pages than from award/cash APIs

5. Then confirm with fare tools

After Wikipedia suggests the route exists:

  1. Check cash pricing with SerpAPI, Kiwi, Skiplagged, or Duffel (if supported)
  2. Check Southwest separately when needed
  3. Prefer airline/fare-tool evidence over Wikipedia if they disagree

Decision Rules

Use Wikipedia to answer:

  • whether an airport likely has service to a destination
  • which airlines appear to serve a city pair
  • whether a small airport is worth searching

Do NOT use Wikipedia to answer:

  • exact daily schedules
  • whether a flight is operating on a specific date
  • current fares
  • award availability

Example: SAN and Southwest to EUG

If the SAN airport page or related route references indicate Southwest serves Eugene, treat that as a lead, not final proof.

Then validate with:

  1. Southwest route pages or booking pages
  2. Google Flights / SerpAPI
  3. Southwest-specific search if available

This skill is most valuable when it tells you "search this route, don't assume it doesn't exist."

Useful Patterns

Airport page lookup by IATA code

CODE=SAN
curl -s "https://en.wikipedia.org/w/api.php?action=query&list=search&srsearch=${CODE}+airport&format=json" \
  | jq -r '.query.search[0].title'

Pull likely destination section lines

PAGE="San_Diego_International_Airport"
curl -s "https://en.wikipedia.org/w/api.php?action=parse&page=${PAGE}&prop=wikitext&formatversion=2&format=json" \
  | jq -r '.parse.wikitext' \
  | rg -n "Airlines and destinations|Destinations|Alaska|Southwest|United|Delta|Eugene|Portland|Redmond"

Search for an airline + destination on the page

PAGE="San_Diego_International_Airport"
curl -s "https://en.wikipedia.org/w/api.php?action=parse&page=${PAGE}&prop=wikitext&formatversion=2&format=json" \
  | jq -r '.parse.wikitext' \
  | rg -n "Southwest|Eugene|EUG"

Notes

  • Wikipedia pages vary wildly in quality. Some airports have complete route tables; others are stale.
  • Small airports are often better maintained than airline route databases for simple "does this exist?" checks.
  • When Wikipedia and fare tools disagree, trust the fare/schedule sources for booking decisions.
  • Use this skill as a discovery and cross-check tool, not a source of truth.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

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Versions

  • v0.1.0 Imported from the upstream source.