01Pre-emptive pattern warning system to alert users before running risky commands.
02Batch analysis of historical error patterns over 24-hour or 7-day windows.
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04Extensible rule-based engine for custom error detection and automated fix suggestions.
05Real-time session debugging to inspect tool failures and current environment state.
06Automated error collection capturing tool names, messages, and inputs into JSONL logs.