AI Flag Interpreter
Explains what AI-writing flags actually mean before anyone treats them as proof.
by conorbronsdon · ★ 5,223 on GitHub
What it does
You share a detector's findings or ask about a flagged piece of writing, and Claude explains what the flags can and cannot tell you. It points out what additional evidence would be needed for a serious decision, like a plagiarism case or hiring choice. You get a careful, balanced interpretation instead of a snap judgment.
Who it’s for
A good fit for writers, coaches and content creators, HR teams, recruiters and hiring managers and teachers, trainers and course creators.
Do you need to code?
No. You can use this without writing or editing any code.
How to install
Add it as a skill, or as part of its plugin. This skill also ships inside a plugin, so you can upload just this skill to Claude, or install the whole plugin it comes in. See the step-by-step guide.
Safety note
Gives interpretive guidance, not proof of who or what wrote a text.
As with any add-on, only install skills from sources you trust, and read what it does first.
License
MIT