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Proxy-generated thinking blocks may carry hex hashes or other non-Claude signatures (e.g. "d5cb9cd0823142109f451861") from Gemini responses. These are now discarded alongside empty-signature blocks during the strip phase, before validation runs. Valid Claude signatures always start with 'E' or 'R' (after stripping any cache prefix).