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diff --git a/TEST_MODERATOR_README.md b/TEST_MODERATOR_README.md
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--- a/TEST_MODERATOR_README.md
+++ b/TEST_MODERATOR_README.md
@@ -82,16 +82,17 @@ The tool shows:
### Actions
-- **🎨 Change flair to Art**: Post will be re-flaired and user notified via mod mail
-- **🗑️ Remove post (low-effort)**: Post will be removed and user notified via comment
+- **🎨 Change flair to Art**: Post will be re-flaired and user notified
+- **🗑️ Remove post (low-effort)**: Post will be removed and user notified
- **✅ Allow post**: Post passes all checks and will be allowed
-### Communication Preview
+### Mod Mail Preview
-The tool shows exactly what communication would be sent to users:
+The tool shows exactly what mod mail messages would be sent to users, including:
-- **Mod Mail**: For art flair changes (subject lines, message content, reasoning explanations)
-- **Comments**: For low-effort removals (comment text, reasoning explanations)
+- Subject lines
+- Message content
+- Reasoning explanations
## Example Output
@@ -116,18 +117,7 @@ Content Preview: Check out this amazing artwork I drew of Tokai Teio! She's so b
📧 Mod Mail (Art Flair Change):
Subject: Your post flair has been changed to Art
Message: Your roleplay post has been automatically re-flaired as 'Art' because it appears to be primarily showcasing artwork or visual content rather than roleplay.
-
-**Low-Effort Removal Example:**
-```
-
-📋 Actions:
-🗑️ Remove post (low-effort)
-
-💬 Comment (Low Effort Removal):
-Comment: Your roleplay post has been removed because it was determined to be low-effort content.
-Reasoning: short, low-effort
-Discord Recommendation: If you enjoy active roleplay, join the official r/okbuddyumamusume Discord server! It features a comprehensive layout of channels, forums, roles, bots, events, and more! https://discord.gg/okbuddyumamusume
-
+ Reasoning: This post is primarily showcasing artwork with detailed description of the art process, making it more suitable for the Art flair than Roleplay.
```
## Setup
@@ -161,4 +151,3 @@ If you encounter issues:
2. Verify your OpenAI API key is working
3. Ensure test files are valid text files
4. Check the error messages for specific guidance
-```