- Rank by frequency × criticality (e.g.
“must-have” > “nice-to-have”).
Explore
132,774 skills indexed with the new KISS metadata standard.
“must-have” > “nice-to-have”).
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.
workarounds
what needs monitoring
extracting relevant information based on the specified criteria.
especially those with challenging driveways (e.g.
retry (unless explicit limit reached)
it cannot be undone
generate new ones from gathered information
then ask user to decide
structure chosen)
HOW it works
not abstract comparisons
think aloud
rules
do it internally.