route-optimization

Compare direct and hub-based flight itineraries to identify cost-saving routes.

38|29|Updated Mar 28, 2026

Search Tags:#travel planning #route optimization #hub analysis #flight routing #price savings #airfare comparison

Ready to run

npx skills add https://github.com/dotanminh/travel-optimization-engine --skill route-optimization-dotanminh

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: route-optimization
Source: https://github.com/dotanminh/travel-optimization-engine/tree/main/skills/route-optimization
Command: npx skills add https://github.com/dotanminh/travel-optimization-engine --skill route-optimization-dotanminh

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires kiwi_client, config, normalize, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This skill helps travelers find cheaper flight options by routing through strategic hubs instead of always choosing direct routes, quantifying time-cost trade-offs.

Core Features & Use Cases

Baseline establishment: compare direct vs hub-based itineraries against a known direct price and duration.
Hub selection and optimization: identify candidate hubs and estimate savings and additional travel time.
Decision support: present routes with price, duration, savings per hour, and a recommended option, with adjustments for traveler profile.

Quick Start

Provide origin, destination, baseline price, and baseline duration to analyze hub-based routes and see potential savings.

Frequently Asked Questions about route-optimization

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I find cheaper flights by routing through hub cities instead of direct routes?▼

Hub route optimization identifies cost-saving itineraries by comparing direct baseline flights against hub-based connections. It analyzes candidate hubs to estimate potential price savings and additional travel time, balancing cost against duration.

What inputs do I need to compare direct and hub-based flight itineraries?▼

To compare flight itineraries, provide your origin, destination, baseline price, and baseline duration. Additional inputs like travel purpose and risk tolerance help tailor the recommended action and rank hub options.

How does hub analysis calculate the trade-off between price savings and travel time?▼

Hub analysis calculates the time-cost trade-off by evaluating savings per hour of additional travel time. It ranks hub options by comparing the baseline duration against the extended itinerary duration and respective price differences.

Can I use airfare comparison for travel planning if I am flexible with layovers?▼

Yes, airfare comparison is ideal for travel planning when you are open to layovers. The system generates a ranked list of hub options with price, duration, and savings, recommending the best action based on your flexibility.

When should I avoid flight routing through hubs despite potential price savings?▼

You should avoid flight routing through hubs if your risk tolerance is low or travel purpose demands strict time constraints. The system's decision support highlights when extended layovers negatively impact the overall time-cost trade-off.