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Assignment Engine Specification

Objective

Generate high-quality, fair assignments while guaranteeing eligible project coverage.

Inputs

stage ID
eligible project set
assignee pool
required reviews per project
assignment strategy config
availability and COI policies

Hard Constraints

COI exclusion
role/status eligibility
explicit max-load cap
minimum review floor

Soft Scoring Dimensions

expertise overlap
bio/project similarity
availability weighting
workload balancing
optional geo diversity
optional prior-familiarity weighting

Guarantee Rules

No eligible project left uncovered.
If capacity insufficient, create overflow assignments with warning markers.
Preview and execution must match constraints and scoring semantics.

Output Contract

assigned count
uncovered count (must be zero unless in explicit error mode)
overflow assignment list
conflict skips list
fairness metrics (median load, max load)