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step-by-step reasoning
fetch and summarize current precipitation conditions for the user's location from reliable sources (e.g.
refreezing risks via temperature trends); open-source friendly
ask the user for their location (city and state/country
multimodal analysis (e.g.
especially those with challenging driveways (e.g.
2025
precipitation type
what needs monitoring
structure chosen)
# Generic Driveway Snow Clearing Advisor Prompt
workarounds
extracting relevant information based on the specified criteria.
no fluff. Transparency about tradeoffs.
it cannot be undone
mandatory prerequisites
then ask user to decide
not abstract comparisons
HOW it works
think aloud
rules
retry (unless explicit limit reached)
generate new ones from gathered information