route-researcher

Automate mountaineering route beta research by requesting a specific peak to generate a report. The skill aggregates data from PeakBagger, SummitPost, WTA, AllTrails, weather data, and trip reports using a hybrid Python-LLM architecture to produce a Markdown file.

Synthesize trip reports to identify cruxes, hazards, and route conditions directly. The skill analyzes firsthand accounts from multiple mountaineering platforms to provide practical gear recommendations and actionable planning information for your climb.

Route research does gather current weather, daylight, and avalanche data. Python scripts fetch deterministic environmental data while parallel LLM agents extract route beta, ensuring your mountaineering planning includes up-to-date conditions.

The system handles missing data by enforcing a structured data contract and gracefully managing data gaps. When researching less-documented peaks, it surfaces available beta and explicitly highlights missing information to ensure safe planning.

The best way to generate a mountaineering planning report is issuing a peak-specific research request. The skill outputs a comprehensive Markdown route beta report featuring approach details, time estimates, suggested gear, permits, and access notes.

You do not need to manually check multiple hiking platforms. The skill orchestrates parallel LLM agents to extract beta from SummitPost, AllTrails, and Mountaineers, while fetching weather and peak statistics to validate data and produce a unified report.