- v1.4 (Jan 16
2026): Stress-tested for edge cases (blizzards
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126,710 skills indexed with the new KISS metadata standard.
2026): Stress-tested for edge cases (blizzards
tables or charts) to present data.
extracting relevant information based on the specified criteria.
Claude (Anthropic)
especially those with challenging driveways (e.g.
# Generic Driveway Snow Clearing Advisor Prompt
${metrics:engagement/views/likes}
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.
workarounds
HOW it works
structure chosen)
it cannot be undone
then ask user to decide
not abstract comparisons
generate new ones from gathered information
rules
think aloud
retry (unless explicit limit reached)
AGENTS.md
commands
do it internally.