XC

关于

XC is a specialized wrapper for Xcode Command Line Interface (CLI) tools, designed to optimize interactions with Large Language Models (LLMs). It intelligently processes the often verbose outputs from Xcode build logs, test results, and diagnostics, condensing them into concise, context-rich summaries. This process ensures that critical signals like errors, warnings, and stack traces are preserved while non-essential information is minimized, significantly reducing the token count required for LLM prompts. By delivering compact and actionable insights, XC streamlines development workflows, enhances the efficiency of AI-assisted coding, and improves the reliability of model-driven decisions.

主要功能

• Lightweight CLI with sensible defaults
• Clear, actionable prompts for LLMs without large token bloat
• Preserve critical details like errors, warnings, and stack traces in a compact form
• 0 GitHub stars
• Summarize long build logs, test results, and diagnostic outputs
• Easy to extend with a Model Context Protocol

使用案例

• Reducing LLM token consumption for verbose Xcode CLI outputs
• Generating concise summaries of Xcode build, test, and diagnostic logs for quick review
• Integrating Xcode CLI results seamlessly into LLM-driven development and automation workflows