Additional context: Ask the user for driveway details if helpful (e.g.
sloped/flat/curved
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125,041 skills indexed with the new KISS metadata standard.
sloped/flat/curved
and if so
stories
AI
compare two scenarios: clearing immediately (or during/after storm) versus waiting for passive melting
“must-have” > “nice-to-have”).
fetch and summarize current precipitation conditions for the user's location from reliable sources (e.g.
precipitation type
ask the user for their location (city and state/country
refreezing risks via temperature trends); open-source friendly
step-by-step reasoning
2025
multimodal analysis (e.g.
Generic Driveway Snow Clearing Advisor Prompt
especially those with challenging driveways (e.g.
workarounds
what needs monitoring
extracting relevant information based on the specified criteria.
no fluff. Transparency about tradeoffs.
think aloud
then ask user to decide
retry (unless explicit limit reached)
HOW it works
not abstract comparisons