USER INPUT (raw bullets
stories
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124,703 skills indexed with the new KISS metadata standard.
stories
ask the user for their location (city and state/country
multimodal analysis (e.g.
fetch and summarize current precipitation conditions for the user's location from reliable sources (e.g.
step-by-step reasoning
refreezing risks via temperature trends); open-source friendly
especially those with challenging driveways (e.g.
2025
precipitation type
structure chosen)
what needs monitoring
workarounds
extracting relevant information based on the specified criteria.
# Generic Driveway Snow Clearing Advisor Prompt
no fluff. Transparency about tradeoffs.
it cannot be undone
retry (unless explicit limit reached)
mandatory prerequisites
generate new ones from gathered information
rules
think aloud
HOW it works
not abstract comparisons
then ask user to decide