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Unified hotel comparison across Chase Edit, Amex FHR/THC, metasearch, and Airbnb. Highlights premium program benefits, stacking opportunities, and benefit-adjusted pricing.
Passed 12 of 17 test cases with the skill, and 6 of 17 without it.
and 6 more in the full report
7 fixed8 passed either way7 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.
We want to search for whole-home vacation rentals and cabins in Aspen alongside Airbnb listings. Which tool should be executed in Docker?
| Checked | Without skill | With skill |
|---|---|---|
| Specifies running the VRBO skill in Docker for whole-home vacation rental comparisons. | Missed | Passed |
The instructions your model reads when the skill loads.
Companion reference skills. Load these for deeper context:
hotel-chains — branded property to loyalty program mappingpremium-hotels — FHR / THC / Chase Edit credits and stacking strategypoints-valuations — CPP floor/ceiling for hotel programs (Hyatt 1.4-1.7cpp, Hilton 0.4cpp floor, etc.)fallback-and-resilience — recovery when a hotel source failsSearch every available source for accommodation and present one unified comparison. Combines portal premium programs (Chase Edit, Amex FHR/THC), cash pricing, and Airbnb alternatives into a single view.
This is an orchestration skill. It tells the agent which tools to run and how to combine results. No standalone script.
Run these in parallel where possible. Never fail silently.
| Source | Skill | Speed | What It Finds |
|---|---|---|---|
| Chase Travel | chase-travel | ~45s | Edit hotels ($100 credit, breakfast, upgrade), Points Boost, standard hotels |
| Amex Travel | amex-travel | ~45s | FHR ($100+ credit, breakfast, upgrade, late checkout), THC ($100 credit on 2+ nights) |
| Source | Skill/Tool | Speed | What It Finds |
|---|---|---|---|
| SerpAPI | serpapi | ~3s | Google Hotels cash prices and direct booking links. |
| Trivago | web search | ~5s | Metasearch across many OTAs. Use tavily/exa to search trivago.com. Finds the absolute cheapest OTA rate. |
| LiteAPI | web search | ~5s | Hotel API aggregator with negotiated rates. Check liteapi.travel. Can find rates below public OTA pricing. |
| RapidAPI | rapidapi | ~3s | Booking.com inventory and pricing. Optional, use when user asks for Booking.com specifically. |
test cases passed, vs 6 / 17 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.