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Expert guidance for specialized database recovery tasks involving SQLite Write-Ahead Log (WAL) files. It offers a structured approach to environmental discovery, file analysis, and decryption testing to ensure data integrity without resorting to fabrication. This skill is essential for scenarios involving encrypted filesystems, corrupted database frames, or discrepancies between system tools and terminal access, providing developers with clear verification strategies and recovery techniques like manual page reconstruction and SQLCipher key discovery.