General
PromptBeginner5 minmarkdownQuality: 22
USER INPUT (raw bullets
stories
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General
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- **Strong**: Solid use
1–2 projects
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General
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Based on the recent and forecasted precipitation
temperatures
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General
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- Rank by **frequency × criticality** (e.g.
“must-have” > “nice-to-have”).
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General
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Additional context: Ask the user for driveway details if helpful (e.g.
sloped/flat/curved
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General
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[1-paragraph bio: years exp
companies
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General
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If helpful
compare two scenarios: clearing immediately (or during/after storm) versus waiting for passive melting
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General
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- Include **emerging tools/standards** (e.g.
AI
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Data
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# Goal: To provide data-driven advice on the optimal timing and methods for clearing snow from a driveway
considering weather conditions
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Data
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# - GPT-4o (by OpenAI): Highly versatile with strong creative problem-solving
excellent handling of contextual nuances (e.g.
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General
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# - Claude (by Anthropic): Strong in highly structured
step-by-step reasoning
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General
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Then
fetch and summarize current precipitation conditions for the user's location from reliable sources (e.g.
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General
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First
ask the user for their location (city and state/country
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General
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# Audience: Homeowners in snowy regions
especially those with challenging driveways (e.g.
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General
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# - 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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Data
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# - Copilot (by Microsoft): Integrates Bing weather data for reliable
real-time forecasts; excels in practical
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General
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# - Gemini 2.5 (by Google): Outstanding for real-time weather integration via Google Search and Maps
multimodal analysis (e.g.
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Data
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# - Perplexity AI: Combines conversational AI with instant web searches for up-to-date weather data from sources like NOAA; great for concise
cited responses and comparing clearing methods with real-world examples.
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General
PromptBeginner5 minmarkdownQuality: 20
- Forecasted snowfall
precipitation type
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General
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# Modified Date: December 27
2025
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General
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**Risks**: What could break
what needs monitoring
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General
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**How**: Key implementation decisions (patterns used
structure chosen)
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General
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**Smells**: Tech debt
workarounds
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General
PromptBeginner5 minmarkdownQuality: 20
When to clear the snow (generic)
# Generic Driveway Snow Clearing Advisor Prompt
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