- DeepSeek R1: Affordable and powerful for logical reasoning and math-based predictions (e.g.
refreezing risks via temperature trends); open-source friendly
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116,706 skills indexed with the new KISS metadata standard.
refreezing risks via temperature trends); open-source friendly
multimodal analysis (e.g.
ask the user for their location (city and state/country
especially those with challenging driveways (e.g.
step-by-step reasoning
precipitation type
2025
structure chosen)
what needs monitoring
workarounds
extracting relevant information based on the specified criteria.
no fluff. Transparency about tradeoffs.
Generic Driveway Snow Clearing Advisor Prompt
rules
HOW it works
not abstract comparisons
retry (unless explicit limit reached)
generate new ones from gathered information
mandatory prerequisites
then ask user to decide
think aloud
it cannot be undone
create todos.txt at project root—update as you go
ambiguities