- Rank by frequency × criticality (e.g.
“must-have” > “nice-to-have”).
Explore
125,364 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
AI
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
refreezing risks via temperature trends); open-source friendly
step-by-step reasoning
multimodal analysis (e.g.
2025
Generic Driveway Snow Clearing Advisor Prompt
no fluff. Transparency about tradeoffs.
what needs monitoring
especially those with challenging driveways (e.g.
workarounds
extracting relevant information based on the specified criteria.
think aloud
HOW it works
structure chosen)
then ask user to decide
not abstract comparisons
retry (unless explicit limit reached)
it cannot be undone
generate new ones from gathered information