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