Additional context: Ask the user for driveway details if helpful (e.g.
sloped/flat/curved
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133,453 skills indexed with the new KISS metadata standard.
sloped/flat/curved
temperatures
1–2 projects
ask the user for their location (city and state/country
precipitation type
step-by-step reasoning
fetch and summarize current precipitation conditions for the user's location from reliable sources (e.g.
multimodal analysis (e.g.
especially those with challenging driveways (e.g.
refreezing risks via temperature trends); open-source friendly
2025
extracting relevant information based on the specified criteria.
structure chosen)
what needs monitoring
# Generic Driveway Snow Clearing Advisor Prompt
no fluff. Transparency about tradeoffs.
workarounds
it cannot be undone
then ask user to decide
not abstract comparisons
retry (unless explicit limit reached)
mandatory prerequisites
think aloud
rules