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Agentic AI Atlas · Software Development
skill-area:software-developmenta5c.ai
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SkillArea JSON

skill-area:software-development

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Software Development json

Inspect the normalized record payload exactly as the atlas UI reads it.

File · domain/skill-areas/skill-areas-ecosystem-expansion.yamlCluster · domain
Record JSON
{
  "id": "skill-area:software-development",
  "_kind": "SkillArea",
  "_file": "domain/skill-areas/skill-areas-ecosystem-expansion.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Software Development",
    "description": "Core software development practices covering the full engineering lifecycle —\nrequirements analysis, architecture design, implementation, code review,\nand iterative delivery across modern programming languages and frameworks.\n",
    "domains": [
      "domain:software-engineering"
    ],
    "expertiseLevels": [
      "intermediate",
      "expert"
    ]
  },
  "outgoingEdges": [
    {
      "from": "skill-area:software-development",
      "to": "domain:software-engineering",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:software-development",
      "to": "skill-area:dynamic-programming",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "skill-area:software-development",
      "to": "skill-area:graph-algorithms",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "skill-area:software-development",
      "to": "skill-area:string-matching",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "skill-area:software-development",
      "to": "skill-area:computational-geometry",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "skill-area:software-development",
      "to": "skill-area:np-hard-heuristics",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "skill-area:software-development",
      "to": "skill-area:concurrency-multithreading",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "skill-area:software-development",
      "to": "skill-area:error-handling-exception-management",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "skill-area:software-development",
      "to": "skill-area:file-handling",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "skill-area:software-development",
      "to": "skill-area:parsing-data-formats",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "skill-area:software-development",
      "to": "skill-area:command-line-interface-tools",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "skill-area:software-development",
      "to": "skill-area:date-time-manipulation",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "skill-area:software-development",
      "to": "skill-area:compression-archiving",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "skill-area:software-development",
      "to": "skill-area:typescript-generic-programming",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "skill-area:software-development",
      "to": "skill-area:python-implementation",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "skill-area:software-development",
      "to": "skill-area:json-data-wrangling",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "skill-area:software-development",
      "to": "skill-area:language-design",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "skill-area:software-development",
      "to": "skill-area:compiler-implementation",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "skill-area:software-development",
      "to": "skill-area:polyglot-development",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "skill-area:software-development",
      "to": "skill-area:local-development",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "skill-area:software-development",
      "to": "skill-area:developer-experience",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "skill-area:software-development",
      "to": "skill-area:desktop-ui-frameworks",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "skill-area:software-development",
      "to": "skill-area:bug-fixing-from-issues",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "skill-area:software-development",
      "to": "skill-area:general-knowledge-reasoning",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "skill-area:software-development",
      "to": "skill-area:mathematical-reasoning",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "skill-area:software-development",
      "to": "skill-area:rust-async-runtime",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "skill-area:software-development",
      "to": "skill-area:serialization-deserialization",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    }
  ],
  "incomingEdges": [
    {
      "from": "tool:replit",
      "to": "skill-area:software-development",
      "kind": "tool_used_by",
      "attributes": {}
    },
    {
      "from": "tool:gitpod",
      "to": "skill-area:software-development",
      "kind": "tool_used_by",
      "attributes": {}
    },
    {
      "from": "tool:codespaces",
      "to": "skill-area:software-development",
      "kind": "tool_used_by",
      "attributes": {}
    },
    {
      "from": "tool:stackblitz",
      "to": "skill-area:software-development",
      "kind": "tool_used_by",
      "attributes": {}
    },
    {
      "from": "tool:codesandbox",
      "to": "skill-area:software-development",
      "kind": "tool_used_by",
      "attributes": {}
    },
    {
      "from": "tool:cursor",
      "to": "skill-area:software-development",
      "kind": "tool_used_by",
      "attributes": {}
    },
    {
      "from": "tool:windsurf",
      "to": "skill-area:software-development",
      "kind": "tool_used_by",
      "attributes": {}
    }
  ]
}

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