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