A QA gate that validates potentially destructive or irreversible actions before execution.
Detect and prevent state-visibility violations across execution contexts within a single transaction.
Convert mixed terminal output and instructions into safe, paste-ready command blocks.
Prepares isolated sub-workspaces for parallel agent execution. Copies context and generates specific mission instructions for "Worker" agents.
Structured logging and analysis of execution failures to prevent recurrence.
Detects when the agent is stuck in a reasoning loop or unproductive state by analyzing tool usage and sentiment patterns.
Generates a 'Red Team' critique of recent code or plans to identify weak assumptions and edge cases.
Analyzes failures or user requests to automatically scaffold new skills, ensuring structural evolution.