USER INPUT (raw bullets
stories
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128,721 skills indexed with the new KISS metadata standard.
stories
“must-have” > “nice-to-have”).
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.
precipitation type
refreezing risks via temperature trends); open-source friendly
step-by-step reasoning
multimodal analysis (e.g.
2025
Generic Driveway Snow Clearing Advisor Prompt
what needs monitoring
workarounds
no fluff. Transparency about tradeoffs.
especially those with challenging driveways (e.g.
extracting relevant information based on the specified criteria.
not abstract comparisons
generate new ones from gathered information
then ask user to decide
it cannot be undone
think aloud
structure chosen)
retry (unless explicit limit reached)
HOW it works
rules