Track Claude's best and worst questions in DuckDB. Use when Claude asks a notably good or bad question, or to review question quality. Triggers: leaderboard, bad question, good question, question quality.
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See how to installReview the instructions the agent will receive before you install.
DB: /Users/alice/v/claude_questions_leaderboard.duckdb
Script: python3 /Users/alice/.claude/skills/claude-questions-leaderboard/scripts/leaderboard.py
python3 scripts/leaderboard.py show [bad|good]
python3 scripts/leaderboard.py bad "question" "context" "why bad"
python3 scripts/leaderboard.py good "question" "context" "why insightful"
Context and why fields MUST be grounded in the actual interaction — quote what the user said, describe what Claude did and didn't do, reference the tools that were or weren't used. Do not write generic descriptions.
Bad: Claude asked a question when tools could have answered it. Claude assumed the user was wrong. Claude didn't use available skills/MCPs before asking.
Good: Claude asked something that reframed the problem, surfaced a hidden connection, or showed real understanding of intent. NOT "delivering well" — the question itself must be insightful.
Exhaust tools before asking. When you do ask, ask something worth asking.
Part of: para-mensch-commons.
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Systematic process for analyzing and modernizing legacy applications to comply with the 12-Factor App methodology. Covers code analysis, configuration externalization, dependency management, and container/Kubernetes best practices.
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Gay MCP skill at invocation 26
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Gay MCP skill at invocation 5
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Gay MCP skill at invocation 3
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