USER INPUT (raw bullets
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127,936 skills indexed with the new KISS metadata standard.
stories
“must-have” > “nice-to-have”).
AI
compare two scenarios: clearing immediately (or during/after storm) versus waiting for passive melting
precipitation type
ask the user for their location (city and state/country
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
multimodal analysis (e.g.
2025
# Generic Driveway Snow Clearing Advisor Prompt
workarounds
no fluff. Transparency about tradeoffs.
extracting relevant information based on the specified criteria.
especially those with challenging driveways (e.g.
what needs monitoring
retry (unless explicit limit reached)
it cannot be undone
think aloud
generate new ones from gathered information
HOW it works
then ask user to decide
prefer action over asking unless information is required for later steps