severity1/claude-code-prompt-improver
A Claude Code hook that optimizes prompts and injects targeted context nudges to reduce correction round-trips with the AI agent.

This tool intercepts Claude Code at key moments—prompt submission, tool use, subagent start—and fires targeted nudges to supply context that would otherwise require manual correction. The flagship ‘improve’ nudge evaluates each prompt for clarity and asks grounded questions only when genuinely vague. Other nudges handle approach assessment for non-trivial tasks, workflow planning, output readability, plan-mode formatting, background execution, and subagent routing.