Show HN: Reprompt – Score your AI coding prompts with NLP papers (github.com)

Reprompt has introduced a novel CLI tool that evaluates AI coding prompts using insights from NLP research, likened to a "Grammarly for Prompts." Users can score their prompts for AI tools like Claude Code, ChatGPT, and Gemini CLI based on over 30 research-backed metrics across five dimensions: structure, context, position, repetition, and clarity. For instance, the prompt "Fix the auth bug in src/login.ts where JWT expires" scored 74 out of 100, demonstrating how specific adjustments can enhance accuracy. Users can also share their "Prompt DNA" reports to track their performance against others. This tool is significant for the AI/ML community as it not only assists developers in crafting more effective prompts but also utilizes a comprehensive analytic framework based on research from institutions such as Google and Stanford. As all analysis runs locally without requiring external LLM calls, it maintains user privacy and security. The ease of integration into various environments with simple installation commands enhances its accessibility, making it a valuable asset for improving interactions with AI systems.