Operator Workflows

Operator workflows should say who uses the surface, why they use it, and when they should stop and open a neighbor handbook instead.

Package Surface

• developers modeling new evidence shapes
• reviewers checking contradiction and confidence behavior
• downstream packages consuming reviewed knowledge outputs

First Proof Check

• src/bijux_proteomics_knowledge/claims.py, evidence.py, and graph.py
• src/bijux_proteomics_knowledge/confidence/segments.py, resolution.py, and review.py
• packages/bijux-proteomics-knowledge/tests