- Rank by **frequency × criticality** (e.g.
“must-have” > “nice-to-have”).
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121,392 skills indexed with the new KISS metadata standard.
“must-have” > “nice-to-have”).
companies
refreezing risks via temperature trends); open-source friendly
step-by-step reasoning
2025
especially those with challenging driveways (e.g.
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
multimodal analysis (e.g.
workarounds
what needs monitoring
# Generic Driveway Snow Clearing Advisor Prompt
extracting relevant information based on the specified criteria.
no fluff. Transparency about tradeoffs.
structure chosen)
HOW it works
not abstract comparisons
think aloud
retry (unless explicit limit reached)
rules
generate new ones from gathered information
mandatory prerequisites
then ask user to decide