Additional context: Ask the user for driveway details if helpful (e.g.
sloped/flat/curved
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113,723 skills indexed with the new KISS metadata standard.
sloped/flat/curved
and if so
temperatures
AI
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.
precipitation type
step-by-step reasoning
2025
refreezing risks via temperature trends); open-source friendly
multimodal analysis (e.g.
no fluff. Transparency about tradeoffs.
especially those with challenging driveways (e.g.
# Generic Driveway Snow Clearing Advisor Prompt
extracting relevant information based on the specified criteria.
what needs monitoring
workarounds
structure chosen)
it cannot be undone
then ask user to decide
not abstract comparisons
HOW it works
think aloud
retry (unless explicit limit reached)