- Rank by frequency × criticality (e.g.
“must-have” > “nice-to-have”).
Explore
133,558 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
ask the user for their location (city and state/country
precipitation type
fetch and summarize current precipitation conditions for the user's location from reliable sources (e.g.
step-by-step reasoning
refreezing risks via temperature trends); open-source friendly
2025
multimodal analysis (e.g.
especially those with challenging driveways (e.g.
no fluff. Transparency about tradeoffs.
what needs monitoring
Generic Driveway Snow Clearing Advisor Prompt
workarounds
extracting relevant information based on the specified criteria.
structure chosen)
retry (unless explicit limit reached)
not abstract comparisons
think aloud
HOW it works
it cannot be undone
then ask user to decide
rules