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  "body": "# Interview Question & Scorecard Builder\n\n> A-206 • Interview & Selection\n\n## Overview\n\n- **Persona:** Hiring Manager\n- **Department:** hr\n- **Objective:** Auto-generates role-specific structured interview guides mapped to required competencies and job level. Competency-mapped scorecards with standardized rating scales and behavioral anchor definitions. so the Hiring Manager can move the Prep time KPI.\n\n## KPI summary\n\n- **Prep time**: 2 hours → 5 min\n- **Question consistency**: Ad-hoc → Standardized\n- **Bias reduction**: Unstructured → Competency-mapped\n\n## Contents\n\n- [Playbook — role, scope, guardrails](/playbook.md)\n- [Source Systems](/systems/index.md)\n- [Data Entities](/tables/index.md)\n- [Agent Tools](/tools/index.md)\n- [Workflow Stages](/workflow/index.md)\n- [Query Capabilities](/queries/index.md)\n- [Eval Scenarios](/tests/index.md)\n- [Source Documents](/documents/index.md)\n- [Claims](/claims/index.md)\n- [Policies](/policies/index.md)\n- [Proof Obligations](/proof-obligations/in",
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