{
  "id": "skill-area:parallel-run-migration",
  "_kind": "SkillArea",
  "_file": "domain/skill-areas/skill-areas-migration.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Parallel-Run Migration",
    "description": "Running old and new implementations side-by-side and diffing\noutputs to gain confidence before cutover.\n",
    "domains": [
      "specialization:code-migration-modernization"
    ],
    "expertiseLevels": [
      "intermediate",
      "expert"
    ]
  },
  "outgoingEdges": [
    {
      "from": "skill-area:parallel-run-migration",
      "to": "specialization:code-migration-modernization",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    }
  ],
  "incomingEdges": [
    {
      "from": "skill-area:domain-driven-design",
      "to": "skill-area:parallel-run-migration",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "stack-profile:strangler-fig-migration",
      "to": "skill-area:parallel-run-migration",
      "kind": "requires_skill_area"
    },
    {
      "from": "lib-agent:code-migration-modernization--cutover-coordinator",
      "to": "skill-area:parallel-run-migration",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:code-migration-modernization--migration-project-coordinator",
      "to": "skill-area:parallel-run-migration",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:code-migration-modernization--parallel-run-validator",
      "to": "skill-area:parallel-run-migration",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:software-architecture--migration-strategist",
      "to": "skill-area:parallel-run-migration",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:code-migration-modernization--api-modernization",
      "to": "skill-area:parallel-run-migration",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:code-migration-modernization--authentication-modernization",
      "to": "skill-area:parallel-run-migration",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:code-migration-modernization--build-system-modernization",
      "to": "skill-area:parallel-run-migration",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:code-migration-modernization--cloud-migration",
      "to": "skill-area:parallel-run-migration",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:code-migration-modernization--code-refactoring",
      "to": "skill-area:parallel-run-migration",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:code-migration-modernization--code-translation",
      "to": "skill-area:parallel-run-migration",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:code-migration-modernization--configuration-migration",
      "to": "skill-area:parallel-run-migration",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:code-migration-modernization--containerization",
      "to": "skill-area:parallel-run-migration",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:code-migration-modernization--data-format-migration",
      "to": "skill-area:parallel-run-migration",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:code-migration-modernization--database-schema-migration",
      "to": "skill-area:parallel-run-migration",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:code-migration-modernization--dependency-analysis-updates",
      "to": "skill-area:parallel-run-migration",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:code-migration-modernization--documentation-migration",
      "to": "skill-area:parallel-run-migration",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:code-migration-modernization--framework-upgrade",
      "to": "skill-area:parallel-run-migration",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:code-migration-modernization--integration-migration",
      "to": "skill-area:parallel-run-migration",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:code-migration-modernization--language-version-migration",
      "to": "skill-area:parallel-run-migration",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:code-migration-modernization--legacy-codebase-assessment",
      "to": "skill-area:parallel-run-migration",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:code-migration-modernization--legacy-decommissioning",
      "to": "skill-area:parallel-run-migration",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:code-migration-modernization--logging-observability-migration",
      "to": "skill-area:parallel-run-migration",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:code-migration-modernization--migration-planning-roadmap",
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      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:code-migration-modernization--migration-testing-strategy",
      "to": "skill-area:parallel-run-migration",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:code-migration-modernization--monolith-to-microservices",
      "to": "skill-area:parallel-run-migration",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:code-migration-modernization--performance-optimization-migration",
      "to": "skill-area:parallel-run-migration",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:code-migration-modernization--serverless-migration",
      "to": "skill-area:parallel-run-migration",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:code-migration-modernization--technical-debt-remediation",
      "to": "skill-area:parallel-run-migration",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:code-migration-modernization--ui-framework-migration",
      "to": "skill-area:parallel-run-migration",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:desktop-development--desktop-migration",
      "to": "skill-area:parallel-run-migration",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:technical-documentation--knowledge-base-setup",
      "to": "skill-area:parallel-run-migration",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-skill:cli-mcp-development--config-migration-generator",
      "to": "skill-area:parallel-run-migration",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-skill:code-migration-modernization--strangler-fig-orchestrator",
      "to": "skill-area:parallel-run-migration",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:desktop-development--winui3-migration-helper",
      "to": "skill-area:parallel-run-migration",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:gpu-programming--unified-memory",
      "to": "skill-area:parallel-run-migration",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    }
  ]
}