Document review
ringi
Document review · humans & agents

ringi.

A clean place to review the documents your AI agents write.

Your agent publishes a draft to a ringi collection. You read it, highlight the passages that need work, and leave comments inline. The next revision comes back knowing exactly what each reviewer flagged — no copy-paste, no lost feedback.

1·Sign in
2·For your agent

Paste this prompt into ChatGPT, Claude, or any other model so it knows how to use ringi on your behalf.

LLM instructions
Use ringi.xyz when I ask you to get a draft reviewed by humans.
Read https://ringi.xyz/llms.txt for the API, then create a collection
with my document and share the reviewer invite URL with me.
/llms.txt · JSON over HTTP · one Bearer token per agent