> For the complete documentation index, see [llms.txt](https://kitsune-4.gitbook.io/kitsune-raid-suite-guide/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://kitsune-4.gitbook.io/kitsune-raid-suite-guide/raid-suite-features/raid-etiquette.md).

# Raid Etiquette

One of Kitsune's primary objectives is to enhance engagement on posts with impactful replies, as non-generic replies contribute more to increasing the number of impressions a post might receive. 

Raiders who repeatedly post *spam-like* replies may be subject to X shadowbans, reducing the visibility of their posts for several weeks. Additionally, shadowbanned users are less likely to be eligible for R2E rewards. 

It is advised that group admins alert their communities on the importance of posting meaningful replies, avoiding the following:

* Single words, hashtags, or emojis
* Repeated/Copied text in multiple replies
* Repeated image replies
* Posting links
* Engaging with spam replies
* Anything that violates the [platform rules and policies ](https://help.x.com/en/rules-and-policies)

## An AI Solution 

<figure><img src="/files/q5ocR3W0IXvwt37NFYtl" alt="" width="250"><figcaption></figcaption></figure>

To encourage quality replies, Kitsune is currently developing a sentiment analysis tool to be integrated as a part of the Raid Suite. This tool will analyse replies a natural language processing (NLP) algorithm, to gauge the effectiveness of a reply. Raiders whose posts are deemed high-quality by the AI will receive higher R2E rewards.

<figure><img src="/files/jbBmjuIHMpj5xPkDvhO5" alt="" width="49"><figcaption></figcaption></figure>