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        "roles_from_db": [
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            "role_archetype": "Engineering",
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          "rationale": "Libraries and patterns used to map application objects to persistent storage and encapsulate database access. This cluster covers repository patterns, query builders, and persistence abstractions.",
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        "input_skill": "Spring JPA",
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        "roles_from_db": [
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