General
PromptBeginner5 minmarkdownQuality: 20
- Forecasted snowfall
precipitation type
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General
PromptBeginner5 minmarkdownQuality: 24
Then
fetch and summarize current precipitation conditions for the user's location from reliable sources (e.g.
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Data
PromptBeginner5 minmarkdownQuality: 24
# - Copilot (by Microsoft): Integrates Bing weather data for reliable
real-time forecasts; excels in practical
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General
PromptBeginner5 minmarkdownQuality: 20
First
ask the user for their location (city and state/country
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Data
PromptBeginner5 minmarkdownQuality: 24
# - GPT-4o (by OpenAI): Highly versatile with strong creative problem-solving
excellent handling of contextual nuances (e.g.
1
General
PromptBeginner5 minmarkdownQuality: 20
# - Claude (by Anthropic): Strong in highly structured
step-by-step reasoning
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Data
PromptBeginner5 minmarkdownQuality: 28
# - 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.
0
General
PromptBeginner5 minmarkdownQuality: 24
# - 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 minmarkdownQuality: 20
# Modified Date: December 27
2025
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General
PromptBeginner5 minmarkdownQuality: 24
# - 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 minmarkdownQuality: 20
When to clear the snow (generic)
# Generic Driveway Snow Clearing Advisor Prompt
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Data
PromptBeginner5 minmarkdownQuality: 20
- Use visualizations where applicable (e.g.
tables or charts) to present data.
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Data
PromptBeginner5 minmarkdownQuality: 24
1. Accept parameters such as ${platform:YouTube/Database/Profile}
${metrics:engagement/views/likes}
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General
PromptBeginner5 minmarkdownQuality: 20
**Risks**: What could break
what needs monitoring
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General
PromptBeginner5 minmarkdownQuality: 20
- Review user profiles
extracting relevant information based on the specified criteria.
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Data
PromptBeginner5 minmarkdownQuality: 20
- Evaluate the structure and data of website databases
identifying trends or anomalies.
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General
PromptBeginner5 minmarkdownQuality: 20
# Audience: Homeowners in snowy regions
especially those with challenging driveways (e.g.
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Data
PromptBeginner5 minmarkdownQuality: 24
Detailed Analysis of YouTube Channels, Databases, and Profiles
Act as a data analysis expert. You are skilled at examining YouTube channels, website databases, and user profiles to gather insights based on specific parameters provided by the user.
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General
PromptBeginner5 minmarkdownQuality: 20
Keep it scannable—bullet points
no fluff. Transparency about tradeoffs.
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General
PromptBeginner5 minmarkdownQuality: 20
**Smells**: Tech debt
workarounds
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General
PromptBeginner5 minmarkdownQuality: 20
- If hypotheses disproven
generate new ones from gathered information
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General
PromptBeginner5 minmarkdownQuality: 20
- Share recommendation with reasoning
then ask user to decide
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General
PromptBeginner5 minmarkdownQuality: 20
- Give concrete facts
not abstract comparisons
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General
PromptBeginner5 minmarkdownQuality: 20
**How**: Key implementation decisions (patterns used
structure chosen)
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