Additional context: Ask the user for driveway details if helpful (e.g.
sloped/flat/curved
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59,579 skills indexed with the new KISS metadata standard.
sloped/flat/curved
and if so
temperatures
stories
precipitation type
ask the user for their location (city and state/country
fetch and summarize current precipitation conditions for the user's location from reliable sources (e.g.
multimodal analysis (e.g.
refreezing risks via temperature trends); open-source friendly
2025
step-by-step reasoning
extracting relevant information based on the specified criteria.
# Generic Driveway Snow Clearing Advisor Prompt
especially those with challenging driveways (e.g.
no fluff. Transparency about tradeoffs.
what needs monitoring
workarounds
generate new ones from gathered information
think aloud
structure chosen)
it cannot be undone
then ask user to decide
not abstract comparisons
HOW it works