General
PromptBeginner5 minmarkdown
# - Snow storage constraints: [yes/no - describe e.g.
limited due to trees/walls on both sides]
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General
PromptBeginner5 minmarkdown
- v1.4 (Jan 16
2026): Stress-tested for edge cases (blizzards
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Data
PromptBeginner5 minmarkdown
# Goal: Provide data-driven
location-specific advice on optimal timing and methods for clearing snow from a driveway
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General
PromptBeginner5 minmarkdown
- v1.0–1.3 (Dec 2025): Initial versions focused on weather integration
refreezing risks
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General
PromptBeginner5 minmarkdown
When to clear the snow (generic)
# Generic Driveway Snow Clearing Advisor Prompt
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Data
PromptBeginner5 minmarkdown
1. Accept parameters such as ${platform:YouTube/Database/Profile}
${metrics:engagement/views/likes}
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Data
PromptBeginner5 minmarkdown
- Use visualizations where applicable (e.g.
tables or charts) to present data.
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General
PromptBeginner5 minmarkdown
# Audience: Homeowners in snowy regions
especially those with challenging driveways (e.g.
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General
PromptBeginner5 minmarkdown
# Recommended AI Engines: Grok 4 (xAI)
Claude (Anthropic)
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General
PromptBeginner5 minmarkdown
- Review user profiles
extracting relevant information based on the specified criteria.
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Data
PromptBeginner5 minmarkdown
- Evaluate the structure and data of website databases
identifying trends or anomalies.
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General
PromptBeginner5 minmarkdown
**Smells**: Tech debt
workarounds
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General
PromptBeginner5 minmarkdown
**Risks**: What could break
what needs monitoring
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Data
PromptBeginner5 minmarkdown
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 minmarkdown
Keep it scannable—bullet points
no fluff. Transparency about tradeoffs.
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General
PromptBeginner5 minmarkdown
- For each option: WHY it exists
HOW it works
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General
PromptBeginner5 minmarkdown
- Once action taken
it cannot be undone
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General
PromptBeginner5 minmarkdown
**How**: Key implementation decisions (patterns used
structure chosen)
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General
PromptBeginner5 minmarkdown
- Give concrete facts
not abstract comparisons
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General
PromptBeginner5 minmarkdown
- Share recommendation with reasoning
then ask user to decide
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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
- 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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