Pipeline run

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            "display_name": "Hybrid Mobile Developer",
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            "slug": "hybrid-mobile-developer",
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          "slug": "native-mobile-build-and-release-tooling",
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            "display_name": "Native Mobile Developer",
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        "roles_from_db": [
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            "slug": "devops-engineer",
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          {
            "display_name": "Ionic Developer",
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          "rationale": "Tooling used to compile, sign, package, and automate iOS app builds. iOS engineers rely on this stack to produce reproducible release artifacts and manage build-time configuration.",
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        },
        "dimension_id": 89,
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        "roles_from_db": [
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            "display_name": "Android Developer",
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            "rationale": null,
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          {
            "display_name": "Hybrid Mobile Developer",
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            "rationale": null,
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            "slug": "hybrid-mobile-developer",
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          },
          {
            "display_name": "iOS Developer",
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        "skill_id": 816,
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        "skipped_reason": null
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          "display_name": "Native Mobile Build and Release Tooling",
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          "rationale": "Tooling used to compile, sign, package, version, and automate release-ready builds for native mobile apps across iOS and Android. This cluster includes platform-specific build systems and release automation used to produce reproducible app artifacts and prepare internal or public release candidates.",
          "slug": "native-mobile-build-and-release-tooling",
          "source": "db"
        },
        "dimension_id": 272,
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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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            "display_name": "Flutter Developer",
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            "rationale": null,
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          },
          {
            "display_name": "Native Mobile Developer",
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            "rationale": null,
            "role_archetype": "Engineering",
            "slug": "native-mobile-developer",
            "source": "db"
          },
          {
            "display_name": "React Native Developer",
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            "rationale": null,
            "role_archetype": "Engineering",
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        ],
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      {
        "chosen_role_id": 7,
        "dimension": {
          "difficulty_hint": "well_known",
          "display_name": "CI/CD Pipeline Platforms",
          "id": 150,
          "rationale": "Systems used to define, run, and maintain automated build and deployment workflows. This cluster is coherent because the role owns delivery automation end to end, including pipeline reliability and promotion logic.",
          "slug": "ci-cd-pipeline-platforms",
          "source": "db"
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