- v1.4 (Jan 16
2026): Stress-tested for edge cases (blizzards
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2026): Stress-tested for edge cases (blizzards
refreezing risks
especially those with challenging driveways (e.g.
# Generic Driveway Snow Clearing Advisor Prompt
Claude (Anthropic)
${metrics:engagement/views/likes}
tables or charts) to present data.
extracting relevant information based on the specified criteria.
identifying trends or anomalies.
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.
no fluff. Transparency about tradeoffs.
workarounds
what needs monitoring
it cannot be undone
structure chosen)
then ask user to decide
not abstract comparisons
HOW it works
think aloud
retry (unless explicit limit reached)
prefer action over asking unless information is required for later steps
rules
generate new ones from gathered information
risks