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

• reviewers checking whether a recommendation is justified
• developers adding a new evaluator or policy without hiding why it changed outcomes
• downstream consumers integrating recommendation outputs into later decisions

First Proof Check

• src/bijux_proteomics_intelligence/candidates.py, policies.py, and evaluators.py
• src/bijux_proteomics_intelligence/report/, briefs.py, and outcomes.py
• packages/bijux-proteomics-intelligence/tests