USER INPUT (raw bullets
stories
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132,471 skills indexed with the new KISS metadata standard.
stories
compare two scenarios: clearing immediately (or during/after storm) versus waiting for passive melting
step-by-step reasoning
multimodal analysis (e.g.
ask the user for their location (city and state/country
especially those with challenging driveways (e.g.
refreezing risks via temperature trends); open-source friendly
fetch and summarize current precipitation conditions for the user's location from reliable sources (e.g.
2025
precipitation type
what needs monitoring
structure chosen)
no fluff. Transparency about tradeoffs.
extracting relevant information based on the specified criteria.
Generic Driveway Snow Clearing Advisor Prompt
workarounds
HOW it works
think aloud
rules
retry (unless explicit limit reached)
generate new ones from gathered information
mandatory prerequisites
it cannot be undone
not abstract comparisons