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        "roles_from_db": [
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            "display_name": "Magento Dev",
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        "skill_dimension_saved": true,
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          "slug": "storefront-javascript-and-dom-behavior",
          "source": "db"
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        "dimension_id": 422,
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        "outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
        "role_dimension_saved": false,
        "roles_from_db": [
          {
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        "skill_dimension_saved": true,
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        "dimension_id": 268,
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        "outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
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            "display_name": "Pega Developer",
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          "rationale": "Designing request/response shapes and the rules that govern client-server interaction. This cluster is coherent because full stack engineers often own the contract between UI behavior and backend implementation.",
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        "dimension_id": 3,
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        "outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
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          {
            "display_name": "Fullstack Developer",
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        "role_dimension_saved": false,
        "roles_from_db": [
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            "display_name": ".NET Backend Developer",
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            "display_name": "Go Backend Developer",
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            "display_name": "Kotlin Backend Developer",
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        "outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
        "role_dimension_saved": false,
        "roles_from_db": [
          {
            "display_name": "Pega Developer",
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        "roles_from_db": [
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            "display_name": "Sitecore Dev",
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          "slug": "responsive-and-mobile-web-design",
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