Turn a tool schema, failed calls, and validation evidence into a bounded recovery contract that returns useful field-level feedback without accepting invalid output as final. It produces a retry state machine, correction rules, stop conditions, and test matrix. Source: Google Agent Development Kit — https://github.com/google/adk-python/commit/b5b27cb074d00f2e6889098514d8f716bc1cdfad
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