General
PromptBeginner5 minmarkdown
# - 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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General
PromptBeginner5 minmarkdown
# - Gemini 2.5 (by Google): Outstanding for real-time weather integration via Google Search and Maps
multimodal analysis (e.g.
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General
PromptBeginner5 minmarkdown
# - Claude (by Anthropic): Strong in highly structured
step-by-step reasoning
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General
PromptBeginner5 minmarkdown
# Modified Date: December 27
2025
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General
PromptBeginner5 minmarkdown
- Forecasted snowfall
precipitation type
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General
PromptBeginner5 minmarkdown
Then
fetch and summarize current precipitation conditions for the user's location from reliable sources (e.g.
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General
PromptBeginner5 minmarkdown
First
ask the user for their location (city and state/country
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General
PromptBeginner5 minmarkdown
**How**: Key implementation decisions (patterns used
structure chosen)
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General
PromptBeginner5 minmarkdown
**Risks**: What could break
what needs monitoring
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General
PromptBeginner5 minmarkdown
**Smells**: Tech debt
workarounds
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General
PromptBeginner5 minmarkdown
Keep it scannable—bullet points
no fluff. Transparency about tradeoffs.
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General
PromptBeginner5 minmarkdown
- Review user profiles
extracting relevant information based on the specified criteria.
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General
PromptBeginner5 minmarkdown
When to clear the snow (generic)
# Generic Driveway Snow Clearing Advisor Prompt
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General
PromptBeginner5 minmarkdown
- Once action taken
it cannot be undone
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General
PromptBeginner5 minmarkdown
- Share recommendation with reasoning
then ask user to decide
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General
PromptBeginner5 minmarkdown
- Give concrete facts
not abstract comparisons
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General
PromptBeginner5 minmarkdown
- For each option: WHY it exists
HOW it works
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General
PromptBeginner5 minmarkdown
- When multiple valid approaches: speculate
think aloud
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General
PromptBeginner5 minmarkdown
- On transient errors
retry (unless explicit limit reached)
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General
PromptBeginner5 minmarkdown
- Policies
rules
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General
PromptBeginner5 minmarkdown
- If hypotheses disproven
generate new ones from gathered information
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General
PromptBeginner5 minmarkdown
- Policy rules
mandatory prerequisites
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General
PromptBeginner5 minmarkdown
- Identify gaps
ambiguities
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General
PromptBeginner5 minmarkdown
If you can track internally
do it internally.
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