Additional context: Ask the user for driveway details if helpful (e.g.
sloped/flat/curved
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133,499 skills indexed with the new KISS metadata standard.
sloped/flat/curved
precipitation type
ask the user for their location (city and state/country
especially those with challenging driveways (e.g.
refreezing risks via temperature trends); open-source friendly
fetch and summarize current precipitation conditions for the user's location from reliable sources (e.g.
multimodal analysis (e.g.
step-by-step reasoning
2025
what needs monitoring
structure chosen)
workarounds
extracting relevant information based on the specified criteria.
# Generic Driveway Snow Clearing Advisor Prompt
no fluff. Transparency about tradeoffs.
it cannot be undone
not abstract comparisons
HOW it works
rules
mandatory prerequisites
retry (unless explicit limit reached)
think aloud
then ask user to decide
generate new ones from gathered information