MCP server

look-at-the-frame

When Claude has tried two or three versions of the same fix and none worked, it finds what every attempt kept the same and changes that. Version 2 scored 9% higher on stuck problems in a blind test with two judges. For Claude Code and any agent that reads SKILL.md files.

• Published source
• Repository

Version

main

Last observed

11 October 2026

This is public metadata, not a safety certification or complete assessment. Static analysis cannot establish what a tool does at runtime.