- v1.0–1.3 (Dec 2025): Initial versions focused on weather integration
refreezing risks
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129,691 skills indexed with the new KISS metadata standard.
refreezing risks
2026): Stress-tested for edge cases (blizzards
especially those with challenging driveways (e.g.
tables or charts) to present data.
extracting relevant information based on the specified criteria.
# Generic Driveway Snow Clearing Advisor Prompt
Claude (Anthropic)
${metrics:engagement/views/likes}
workarounds
what needs monitoring
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.
identifying trends or anomalies.
no fluff. Transparency about tradeoffs.
HOW it works
it cannot be undone
then ask user to decide
structure chosen)
not abstract comparisons
generate new ones from gathered information
rules
think aloud
retry (unless explicit limit reached)
do it internally.
create `todos.txt` at project root—update as you go