USER INPUT (raw bullets
stories
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121,134 skills indexed with the new KISS metadata standard.
stories
companies
“must-have” > “nice-to-have”).
AI
leadership
fetch and summarize current precipitation conditions for the user's location from reliable sources (e.g.
multimodal analysis (e.g.
2025
precipitation type
refreezing risks via temperature trends); open-source friendly
especially those with challenging driveways (e.g.
ask the user for their location (city and state/country
step-by-step reasoning
workarounds
what needs monitoring
structure chosen)
extracting relevant information based on the specified criteria.
no fluff. Transparency about tradeoffs.
# Generic Driveway Snow Clearing Advisor Prompt
think aloud
it cannot be undone
then ask user to decide
not abstract comparisons
HOW it works