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data-integrity

Data & analytics

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Updated 10-30 16:18

About this skill

Data Integrity

Core rule

Persisted state needs validated serialization, safe writes, and post-write verification.

Contract

Parse/validate input before mutation. Write to a temporary sibling and use an atomic replace when supported. Preserve the original until the replacement is known-good. Re-open and validate the result against schema/invariants after writing.

For multi-file state, define ordering or a transaction marker so interruption cannot leave a believable half-update. For manifests/checksums, generate from final bytes and verify every entry. For caches, make corruption recoverable by rebuilding rather than propagating bad data.

Do not equate “write() returned” with durable correctness. Consider disk-full, interrupted process, encoding errors, duplicate keys, partial JSON, stale cache, and concurrent writers.