USER INPUT (raw bullets
stories
Explore
126,970 skills indexed with the new KISS metadata standard.
stories
sloped/flat/curved
multimodal analysis (e.g.
step-by-step reasoning
fetch and summarize current precipitation conditions for the user's location from reliable sources (e.g.
especially those with challenging driveways (e.g.
precipitation type
refreezing risks via temperature trends); open-source friendly
ask the user for their location (city and state/country
2025
structure chosen)
workarounds
Not WHAT:
extracting relevant information based on the specified criteria.
Generic Driveway Snow Clearing Advisor Prompt
what needs monitoring
no fluff. Transparency about tradeoffs.
generate new ones from gathered information
then ask user to decide
think aloud
mandatory prerequisites
retry (unless explicit limit reached)
not abstract comparisons
HOW it works