- Rank by frequency × criticality (e.g.
“must-have” > “nice-to-have”).
Explore
128,721 skills indexed with the new KISS metadata standard.
“must-have” > “nice-to-have”).
compare two scenarios: clearing immediately (or during/after storm) versus waiting for passive melting
precipitation type
fetch and summarize current precipitation conditions for the user's location from reliable sources (e.g.
ask the user for their location (city and state/country
step-by-step reasoning
refreezing risks via temperature trends); open-source friendly
2025
multimodal analysis (e.g.
Generic Driveway Snow Clearing Advisor Prompt
especially those with challenging driveways (e.g.
no fluff. Transparency about tradeoffs.
extracting relevant information based on the specified criteria.
what needs monitoring
workarounds
it cannot be undone
retry (unless explicit limit reached)
HOW it works
think aloud
then ask user to decide
generate new ones from gathered information
not abstract comparisons
structure chosen)
rules