Training Guide — How to teach BadAntiCheat
BadAntiCheat learns from real players on your server.
The more data you collect, the more accurate it becomes.
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Commands
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/badac
Show all available commands and plugin info.

/badac spec <nick>
Start spectating a player. A hologram appears above their head
showing live AI probability in real time.

/badac teaching soft
Solo training mode. Marks your own hits as cheat data.
Use this while testing cheats yourself.

/badac teaching ansoft
Solo training mode. Marks your own hits as legit data.
Use this while playing normally.

/badac tracker <nick> soft
Attach a hidden tracker to a player and record
their hits as cheat data.

/badac tracker <nick> ansoft
Attach a hidden tracker to a player and record
their hits as legit data.

/badac debug
Toggle per-hit AI probability output in admin chat.
Useful for monitoring and diagnosing detections.
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️ How to train — step by step
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Step 1. Collect cheat data (soft)
Find a player using cheats, or test with cheats yourself.
Run /badac tracker <nick> soft and let them play.

Step 2. Collect legit data (ansoft)
Find a player you trust.
Run /badac tracker <nick> ansoft and let them play normally.

Step 3. Train the model
Run /badac train.
The AI runs 5000 training epochs and saves brain.dat.
The model is now active and ready.
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Minimum dataset for stable results
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Soft (cheat hits): 5000+
Ansoft (legit hits): 5000+

Below this threshold the AI may produce false positives.
More data always means better accuracy.
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Questions and Feedback
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This is a public beta. If you have any questions,
issues or suggestions, please post in the Discussion tab.
Every report helps improve the next version.