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Address #3809 review regressions for CRLF code fences and inferred context capacity. Reproduced unit and actual Stop-hook failures; verified llm-summary38, Stop14, Copilot37 and independent code/security review. Keep confirmed model/ECC context authority, native budget scheduling and unknown capacity separate.