- Rank by **frequency × criticality** (e.g.
“must-have” > “nice-to-have”).
Explore
133,499 skills indexed with the new KISS metadata standard.
“must-have” > “nice-to-have”).
especially those with challenging driveways (e.g.
multimodal analysis (e.g.
2025
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
ask the user for their location (city and state/country
precipitation type
extracting relevant information based on the specified criteria.
# Generic Driveway Snow Clearing Advisor Prompt
no fluff. Transparency about tradeoffs.
what needs monitoring
structure chosen)
workarounds
it cannot be undone
rules
mandatory prerequisites
generate new ones from gathered information
retry (unless explicit limit reached)
not abstract comparisons
then ask user to decide
HOW it works
think aloud