Run2 itinerary planning
[COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.
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Plan multi-city driving itineraries with proper day allocation, cuisine variety, and format compliance.
SKILL.md
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Itinerary Planning (Improved)
Route Selection for Ohio Trip from Minneapolis
Best 3-city combinations considering drive times:
- Cleveland + Dayton + Cincinnati: Good loop, varied distances
- Cleveland + Columbus + Cincinnati: Major cities, good attractions
- Route: Minneapolis → City1 → City2 → City3 → Minneapolis
Day Allocation Strategy
- Day 1: Long drive to first Ohio city (skip breakfast/lunch or eat before departure)
- Days 2-6: Explore cities, with short travel days between cities
- Day 7: Long drive back to Minneapolis (breakfast only, skip lunch/dinner)
- Allocate 2 days per city (1 travel + 1 full day, or 2 full days)
Output Format Requirements
current_city: exact city name OR "from CityA to CityB"transportation: "Self-driving: from CityA to CityB, duration" or "-"- Meals: "Restaurant Name, City" format; use "-" for skipped meals
attraction: semicolon-separated, MUST end with semicolon; use "-" if noneaccommodation: "Accommodation Name, City" or "-" on last day
Cuisine Distribution
Ensure all 4 requested cuisines appear:
- American: at least 2-3 meals
- Mediterranean: at least 2-3 meals
- Chinese: at least 2-3 meals
- Italian: at least 2-3 meals
Budget Calculation
Total = Σ(accommodation price × nights) + Σ(restaurant avg cost × 2 people) Must stay under $5,100.