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  "body": "# Offer Package Modeler Agent\n\n> A-209 • Offer & Pre-boarding\n\n## Overview\n\n- **Persona:** Comp Manager\n- **Department:** hr\n- **Objective:** Real-time market-calibrated offer modeling using live compensation benchmarks and internal equity data. Scenario comparison across base, equity, and bonus mix with visual impact analysis for candidate and budget. so the Comp Manager can move the Offer modeling KPI.\n\n## KPI summary\n\n- **Offer modeling**: 2 days → 10 min\n- **Competitive win rate**: 65% → 85%\n- **Approval cycle**: 5 days → Same day\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/index.md)\n- [KPIs](/kp",
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