Failure Recovery

Recovery guidance should help maintainers restore the right behavior, not just any working state.

Operating Rules

• recover by restoring correct knowledge meaning before adding convenience fallbacks
• separate contradiction-resolution bugs from storage failures
• treat silently misclassified evidence as a serious operational issue

First Proof Check

• src/bijux_proteomics_knowledge/memory/models/claims.py and memory/models/evidence.py
• src/bijux_proteomics_knowledge/memory/reconciliation/resolution.py and reviews/decision_briefs.py
• packages/bijux-proteomics-knowledge/tests