Additional context: Ask the user for driveway details if helpful (e.g.
sloped/flat/curved
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113,230 skills indexed with the new KISS metadata standard.
sloped/flat/curved
and if so
temperatures
1–2 projects
AI
ask the user for their location (city and state/country
precipitation type
fetch and summarize current precipitation conditions for the user's location from reliable sources (e.g.
multimodal analysis (e.g.
2025
refreezing risks via temperature trends); open-source friendly
step-by-step reasoning
extracting relevant information based on the specified criteria.
workarounds
what needs monitoring
no fluff. Transparency about tradeoffs.
# Generic Driveway Snow Clearing Advisor Prompt
especially those with challenging driveways (e.g.
structure chosen)
think aloud
retry (unless explicit limit reached)
rules
generate new ones from gathered information
not abstract comparisons