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Extending Standard Agent

Common extension points:

Need How
New reasoning algorithm Implement BaseReasoner and inject into StandardAgent
Custom sequential step Implement new Plan, ExecuteStep, Reflect, or SummarizeResult and compose a SequentialReasoner
New tool provider Implement JustInTimeToolingBase
Persistent memory Implement MutableMapping (e.g., Redis-backed)

Tips: - Keep interfaces thin; favor composition. - Add small examples under examples/ and link them from Examples.