Michael Borohovski

What to do when a tool fails, an API hits a rate limit, or a site blocks scraping. Maps every primary tool to its best fallback so a single failure doesn't block the search.

日本語の概要は準備中です。原文の説明を表示しています。

Loyalty program airline ticketing partnerships (alliance + bilateral). Cross-references credit card currencies to booking programs for award reachability checks.

日本語の概要は準備中です。原文の説明を表示しています。

Guided trip planning workflow. Asks destination, dates, travelers, class, and flexibility, then runs parallel flight/hotel search with cpp math and booking plan.

日本語の概要は準備中です。原文の説明を表示しています。

Round-the-world, Circle Pacific, and distance-based award products across alliances. Covers Star Alliance RTW, oneworld Explorer, Lufthansa M&M, Qantas, Cathay, JAL, Aeroplan, and Iberia charts.

日本語の概要は準備中です。原文の説明を表示しています。

Google Flights cash prices, Google Hotels, and Google Travel Explore via SerpAPI. Use for award-vs-cash comparison, hotel search, and destination discovery.

日本語の概要は準備中です。原文の説明を表示しています。

Search Southwest Airlines fares and points pricing via Patchright browser automation. SW is not in any GDS or API. Covers all fare classes, Companion Pass value, and fare drop monitoring.

日本語の概要は準備中です。原文の説明を表示しています。

Per-program stopover rules for award redemptions. Which programs allow free stopovers, how many, how long, and which don't. Covers Icelandair, Aeroplan, Alaska, Flying Blue, Singapore, Cathay, JAL, and the negative space (BA, AA, Delta).

日本語の概要は準備中です。原文の説明を表示しています。

Active credit card transfer bonuses from Amex, Chase, Capital One, Citi, Bilt, and Rove. Weekly-refreshed data with confidence markers. Use when pricing an award booking that involves a points transfer or deciding whether to wait for a better bonus.

日本語の概要は準備中です。原文の説明を表示しています。

Cash vs points trip cost comparison. Factors in transfer ratios, taxes, fees, CPP valuations, and opportunity cost to recommend the best redemption strategy for flights and hotels.

日本語の概要は準備中です。原文の説明を表示しています。

Mileage earning rates by airline and booking class via wheretocredit.com. Redeemable and qualifying miles across 50+ programs. Use when deciding where to credit a flight or comparing earning rates.

日本語の概要は準備中です。原文の説明を表示しています。

Deutsche Bahn train schedules, journey planning, and departures across Germany and into neighboring countries (Austria, Switzerland, Netherlands, France, Belgium). Use for ICE/IC/regional rail planning and airport ground transport (FRA, MUC).

日本語の概要は準備中です。原文の説明を表示しています。

Audit and tend to existing travel reservations. Reads a user-provided reservations file, then systematically checks every booking for price drops, better cabin availability, improved routings, schedule changes, nearby airport alternatives, and award repricing opportunities. Invoke proactively on a regular cadence or when the user says "garden", "check my bookings", "audit reservations", "price drop", "better routing", "did my flight change", "tend reservations", "reservation maintenance", or "check my trips".

日本語の概要は準備中です。原文の説明を表示しています。

First-run setup. Detects configured API keys, points to the local setup-keys script for secure key entry, and shows sample prompts scaled to available tools.

日本語の概要は準備中です。原文の説明を表示しています。

Mandatory pre-flight-search reference. Contains the Seats.aero workflow (pull ALL programs first), source accuracy hierarchy, Southwest/Companion Pass specifics, small-market caveats, and Duffel limitations.

日本語の概要は準備中です。原文の説明を表示しています。

Search award flight availability across 27 mileage programs via Seats.aero Partner API. Find cheapest award flights, compare programs, and get booking links.

日本語の概要は準備中です。原文の説明を表示しています。

Search Sutochno.ru (СУТОЧНО.РУ), a Russian short-term apartment-rental platform where you book directly from owners and pay in rubles (Mir card / bank transfer). Best for Russian-speaking travellers booking stays in Georgia / the CIS, where Airbnb and Booking have withdrawn or do not accept Russian cards. Sutochno is NOT behind a bot wall — it ships on the toolkit standard patchright-docker base but runs the bundled chromium headless with no Akamai sensor to defeat. Trigger phrases include search Sutochno, суточно, Russian apartment rental, ruble payment, Mir card, Tbilisi apartment, Batumi apartment, Georgia CIS rental.

日本語の概要は準備中です。原文の説明を表示しています。

TripAdvisor Content API for hotel ratings, restaurant search, attraction reviews, rankings, and nearby locations. Use when evaluating hotels or researching destinations. 5K calls/month.

日本語の概要は準備中です。原文の説明を表示しています。

Search VRBO (Vrbo / Expedia Group) vacation rentals including entire homes, condos, and cabins via Patchright browser automation. VRBO sits behind Akamai Bot Manager so plain HTTP and standard Playwright get a 429 bot wall. Use for whole-home or group stays, multi-bedroom rentals, and Airbnb-vs-VRBO comparisons. Trigger phrases include search VRBO, Vrbo rentals, vacation rental, cabin rental, whole house, condo for the group.

日本語の概要は準備中です。原文の説明を表示しています。

Search Bilt Rewards travel portal for cash and Bilt Points pricing on hotels and flights. Public REST API, no auth required. Includes Home Away From Home (HaFH) properties with $300+ benefits.

日本語の概要は準備中です。原文の説明を表示しています。

Search Atlas Obscura for weird, wonderful, and hidden gem places near any destination. Find the interesting stuff, not boring plaques. Search by coordinates, get full details with descriptions and images.

日本語の概要は準備中です。原文の説明を表示しています。

Per-program rules for placing award flights on hold before transferring points. Covers programs with holds (AA, Lufthansa, Flying Blue, Cathay, Turkish, Virgin Atlantic, ANA, Emirates, EVA Air) and those without. Includes transfer-speed reference.

日本語の概要は準備中です。原文の説明を表示しています。

Full trip planning orchestration. Combines flight search, hotel search, and points optimization into one cost analysis. Use when the user says "plan a trip" or wants the complete picture for a destination.

日本語の概要は準備中です。原文の説明を表示しています。

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

日本語の概要は準備中です。原文の説明を表示しています。

Airline alliance membership (Star Alliance, oneworld, SkyTeam) and cross-alliance booking relationships. Maps which loyalty programs book which airlines, including bilateral partnerships outside alliances.

日本語の概要は準備中です。原文の説明を表示しています。