Andrew Luxem
FREESKILL v1.0UPDATED 2026-08

Candidate Selection Process

This skill defines stages, job-related evidence, decision rights, records, privacy, and exception handling for a role. It produces a Candidate Selection Process from supplied evidence without inventing missing detail.

More interview stages do not create a fair selection process. The mechanism needs job-related criteria, consistent evidence, defined rating anchors, decision rights, records, privacy controls, and an exception path.

Design the process around the role evidence the organization is authorized to collect. Keep the agent out of ranking and selection, and reserve the final employment decision for the named human owner.

Consistency comes from shared criteria, not a longer interview loop.

SIGNALS YOU NEED THIS
Criteria added after interviews.
Vague culture fit.
One interviewer controlling every stage.
REPLACES
Ad hoc documents that hide these failure modes: Criteria added after interviews; Vague culture fit; One interviewer controlling every stage; Decision records without evidence.