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AutonomyResult

Defined in the autonomy module.

AI Agent Result of an autonomous execution. Attributes: success: Whether the task completed successfully output: Final output/response completion_reason: Why execution stopped. One of the TerminationReason string values: goal, tool_completion, promise, no_tool_calls, max_iterations, timeout, budget_exhausted, doom_loop, needs_help, interrupted, cancelled, error. iterations: Number of iterations executed stage: Final execution stage actions: List of actions taken duration_seconds: Total execution time error: Error message if failed started_at: ISO 8601 timestamp when execution started metadata: Optional structured metadata (e.g. spend_usd/tokens/status on a budget_exhausted outcome)

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Properties

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Source