Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add thirdwatch-dev/scraping-skills --skill travel-hotel-scrapinggit clone --depth 1 https://github.com/thirdwatch-dev/scraping-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/thirdwatch-dev/scraping-skills/travel-hotel-scraping)<a href="https://agentmods.dev/skills/thirdwatch-dev/scraping-skills/travel-hotel-scraping"><img src="https://agentmods.dev/badge/skills/thirdwatch-dev/scraping-skills/travel-hotel-scraping/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/thirdwatch-dev/scraping-skills/travel-hotel-scraping"><img src="https://agentmods.dev/badge/skills/thirdwatch-dev/scraping-skills/travel-hotel-scraping.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00117 | $0.00876 |
| Opus 5 | $0.00059 | $0.00438 |
| Sonnet 5 | $0.00023 | $0.00175 |
| Haiku 4.5 | $0.00012 | $0.00088 |
Grade A, and why
travel-hotel-scraping scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -X POST "https://api.apify.com/v2/acts/thirdwatch~booking-hotel-scraper/run-sync-get-dataset-items?token=YOUR_APIFY_TOKEN" \ How it starts
The opening of the file, as written. The whole thing — 57 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Travel & Hotel Scraping
Getting prices, ratings, availability, and amenities off travel and hospitality sites — hotels, rentals, attractions, and car-sharing marketplaces. Typical jobs: rate/price monitoring, competitive pricing, availability tracking, and review/ranking tracking.
The reality: OTAs are anti-bot-heavy
Online travel agencies are among the hardest targets on the web. Booking.com fronts its pages with AWS WAF; TripAdvisor runs aggressive anti-bot defenses; Trip.com/Ctrip and Turo render most pricing client-side. Plain HTTP almost always gets a challenge page, so the common working path is a stealth browser (Camoufox) + residential proxy — see anti-bot-scraping for the bypass details.
The fields that matter across these sites are consistent: name, price (often per night), rating, review count, location, star level, and amenities — plus availability for given dates and guest counts.
Ready-made scrapers
Anti-bot maintenance on these targets is constant. Before building, check whether a maintained scraper already covers what you need. Each is billed pay-per-result (free tier included):
| Target | Scraper | From | Notes |
|---|---|---|---|
| Booking.com | Booking.com Hotels | $0.008/result | prices/ratings/amenities by destination + dates + guests |
| Trip.com / Ctrip | Trip.com / Ctrip Hotels | $0.02/result | nightly prices, ratings, availability |
| TripAdvisor | TripAdvisor | $0.008/result | hotels/restaurants/attractions, rankings, reviews |
| Turo | Turo | $0.008/result | car-rental marketplace, daily/weekly/monthly pricing, host info |
Run one
Each scraper runs from the command line and returns JSON rows. Example with the Booking.com scraper:
curl -X POST "https://api.apify.com/v2/acts/thirdwatch~booking-hotel-scraper/run-sync-get-dataset-items?token=YOUR_APIFY_TOKEN" \
-H "Content-Type: application/json" \
-d '{
"destination": "Lisbon",
"checkIn": "2026-08-01",
"checkOut": "2026-08-04",
"guests": 2,
"maxResults": 25
}'
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 11d ago First seen · 57 lines · 117 tokens per session scan A 99741aad1b0f
travel-hotel-scraping is a skill published in the GitHub repository thirdwatch-dev/scraping-skills (3 stars, last pushed 2mo ago), licensed MIT. It adds 117 tokens to every session and 876 once invoked, about $0.0006 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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