Install
$ agentstack add skill-borski-travel-hacking-toolkit-wikipedia-airports ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo 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
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →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 destinationsDestinationsPassengerAirlines
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:
- Check cash pricing with SerpAPI, Kiwi, Skiplagged, or Duffel (if supported)
- Check Southwest separately when needed
- 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:
- Southwest route pages or booking pages
- Google Flights / SerpAPI
- 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.
- Author: borski
- Source: borski/travel-hacking-toolkit
- License: MIT
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.