Claude Questions Leaderboard

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.

plurigrid Updated

File contents

Claude Questions Leaderboard

DB: /Users/alice/v/claude_questions_leaderboard.duckdb Script: python3 /Users/alice/.claude/skills/claude-questions-leaderboard/scripts/leaderboard.py

Operations

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"

When to add entries

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.

Principle

Exhaust tools before asking. When you do ask, ask something worth asking.

Para(Optic) atlas

Part of: para-mensch-commons.

plurigrid/asi/tree/main/skills/claude-questions-leaderboard commit 0ea64f4a86

Frequently asked questions

npx skillmds@latest add plurigrid/claude-questions-leaderboard