USER INPUT (raw bullets
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124,338 skills indexed with the new KISS metadata standard.
stories
companies
AI
leadership
1–2 projects
refreezing risks via temperature trends); open-source friendly
multimodal analysis (e.g.
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
workarounds
what needs monitoring
no fluff. Transparency about tradeoffs.
extracting relevant information based on the specified criteria.
# Generic Driveway Snow Clearing Advisor Prompt
structure chosen)
rules
generate new ones from gathered information
mandatory prerequisites
retry (unless explicit limit reached)
it cannot be undone