After reviewing, my OpenAI account may have been banned because:

1⃣ The agent needs to continuously interact with GPT for task planning, execution, and reflection, forming agentic loops, which may initiate unexpected API calls;

OpenAI's risk control system may identify this high-frequency, batch, and unattended automation model as API malicious abuse, similar to Google's account banning logic.

2⃣ The default configuration of OpenClaw may not have implemented rate limiting;

3⃣ The IP is not clean, many VPS/cloud server data center IP ranges have been blacklisted by OpenAI.

Now the account cannot be recovered, I can only restart it!

Other friends should also pay attention to this issue when deploying, viable solutions include:

1⃣ API Key must have call restrictions, set cost protection;

2⃣ When automating, be sure to use a clean residential IP, dirty IPs can easily be flagged by risk control, IP cleanliness check: https://ping0.cc/

3⃣ @ResearchWang taught me to use CloudFlare as an isolation layer.

The purpose is to set a request limit per minute/hour at the gateway layer, allowing the same request to go through CloudFlare's cache, preventing OpenAI's risk control from being triggered.

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