iiRecord
Agentic AI Atlas · growing-outside-in-systems
lib-skill:backend-development--growing-outside-in-systemsa5c.ai
II.
LibrarySkill JSON

lib-skill:backend-development--growing-outside-in-systems

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growing-outside-in-systems json

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

File · generated-library/skills.yamlCluster · generated-library
Record JSON
{
  "id": "lib-skill:backend-development--growing-outside-in-systems",
  "_kind": "LibrarySkill",
  "_file": "generated-library/skills.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "growing-outside-in-systems",
    "description": "[object Object]",
    "libraryPath": "library/specializations/backend-development/skills/growing-outside-in-systems/SKILL.md",
    "specialization": "backend-development",
    "contentSummary": "STARTER_CHARACTER = 🔴🟢\n\n# Outside-In TDD with Hexagonal Architecture\n\nBuild features by driving design from the outside in. Every feature starts with a failing acceptance test. Design emerges through disciplined Red-Green-Refactor cycles. Infrastructure is deferred until the domain API is proven.\n"
  },
  "outgoingEdges": [
    {
      "from": "lib-skill:backend-development--growing-outside-in-systems",
      "to": "skill-area:backend-api-design",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:backend-development--growing-outside-in-systems",
      "to": "skill-area:backend-data-persistence",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:backend-development--growing-outside-in-systems",
      "to": "skill-area:integration-testing",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-skill:backend-development--growing-outside-in-systems",
      "to": "skill-area:unit-testing",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-skill:backend-development--growing-outside-in-systems",
      "to": "topic:test-driven-development",
      "kind": "lib_covers_topic",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:backend-development--growing-outside-in-systems",
      "to": "topic:domain-driven-design",
      "kind": "lib_covers_topic",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:backend-development--growing-outside-in-systems",
      "to": "topic:clean-architecture",
      "kind": "lib_covers_topic",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-skill:backend-development--growing-outside-in-systems",
      "to": "domain:software-engineering",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:backend-development--growing-outside-in-systems",
      "to": "role:backend-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:backend-development--growing-outside-in-systems",
      "to": "role:tech-lead",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:backend-development--growing-outside-in-systems",
      "to": "workflow:feature-development",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:backend-development--growing-outside-in-systems",
      "to": "specialization:backend-development",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    }
  ],
  "incomingEdges": []
}