II.
Specialization JSON
Structured · livespecialization:software-architecture
specialization:software-architecture json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "specialization:software-architecture",
"_kind": "Specialization",
"_file": "domain/specializations/spec-tool-bridges.yaml",
"_cluster": "domain",
"attributes": {},
"outgoingEdges": [
{
"from": "specialization:software-architecture",
"to": "tool:docker",
"kind": "uses_tool"
},
{
"from": "specialization:software-architecture",
"to": "tool:kubernetes",
"kind": "uses_tool"
},
{
"from": "specialization:software-architecture",
"to": "tool:terraform",
"kind": "uses_tool"
},
{
"from": "specialization:software-architecture",
"to": "framework:nestjs",
"kind": "uses_framework"
},
{
"from": "specialization:software-architecture",
"to": "domain:software-engineering",
"kind": "specializes"
}
],
"incomingEdges": [
{
"from": "domain:compiler-engineering",
"to": "specialization:software-architecture",
"kind": "contains"
},
{
"from": "domain:distributed-systems",
"to": "specialization:software-architecture",
"kind": "contains"
},
{
"from": "domain:software-engineering",
"to": "specialization:software-architecture",
"kind": "contains"
},
{
"from": "role:engineering-manager",
"to": "specialization:software-architecture",
"kind": "requires_skill",
"attributes": {
"level": "intermediate"
}
},
{
"from": "role:tech-lead",
"to": "specialization:software-architecture",
"kind": "requires_skill",
"attributes": {
"level": "expert"
}
},
{
"from": "role:vp-engineering",
"to": "specialization:software-architecture",
"kind": "requires_skill",
"attributes": {
"level": "expert"
}
},
{
"from": "role:cto",
"to": "specialization:software-architecture",
"kind": "requires_skill",
"attributes": {
"level": "authoritative"
}
},
{
"from": "role:architect",
"to": "specialization:software-architecture",
"kind": "requires_skill",
"attributes": {
"level": "authoritative"
}
},
{
"from": "role:principal-engineer",
"to": "specialization:software-architecture",
"kind": "requires_skill",
"attributes": {
"level": "expert"
}
},
{
"from": "role:solutions-architect",
"to": "specialization:software-architecture",
"kind": "requires_skill",
"attributes": {
"level": "expert"
}
},
{
"from": "skill-area:messaging-queuing",
"to": "specialization:software-architecture",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:backend-security",
"to": "specialization:software-architecture",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:object-relational-mapping",
"to": "specialization:software-architecture",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:middleware-design",
"to": "specialization:software-architecture",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:micro-frontend-architecture",
"to": "specialization:software-architecture",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:multi-region-architecture",
"to": "specialization:software-architecture",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:domain-driven-design",
"to": "specialization:software-architecture",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:hexagonal-architecture",
"to": "specialization:software-architecture",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:event-sourcing",
"to": "specialization:software-architecture",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:cqrs",
"to": "specialization:software-architecture",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:monolith-vs-microservices",
"to": "specialization:software-architecture",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:c4-modeling",
"to": "specialization:software-architecture",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "lib-agent:software-architecture--adr-author",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:software-architecture--api-design-architect",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:software-architecture--atam-analyst",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:software-architecture--c4-model-architect",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:software-architecture--chaos-engineer",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:software-architecture--cloud-solutions-architect",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:software-architecture--compliance-auditor",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:software-architecture--cqrs-event-sourcing-expert",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:software-architecture--cto",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:software-architecture--data-architect",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:software-architecture--ddd-expert",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:software-architecture--devops-architect",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:software-architecture--diagram-specialist",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:software-architecture--event-storming-facilitator",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:software-architecture--iac-specialist",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:software-architecture--legacy-modernization-expert",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:software-architecture--microservices-architect",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:software-architecture--migration-strategist",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:software-architecture--observability-architect",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:software-architecture--performance-engineer",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:software-architecture--quality-attributes-specialist",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:software-architecture--refactoring-coach",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:software-architecture--resilience-patterns-engineer",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:software-architecture--security-architect",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:software-architecture--solutions-architect",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:software-architecture--sre-reliability-engineer",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:software-architecture--staff-engineer",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:software-architecture--tech-stack-evaluator",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:software-architecture--technical-writer",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:software-architecture--threat-modeler",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:software-architecture--vp-engineering",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--ccpm-epic-planning",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--claudekit-code-review",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--domain-driven-design",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--event-storming",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--maestro-bootstrap",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--ontology-driven-development",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--rpikit-decision",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--spec-kit-planning",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:meta--agent-creation",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:meta--plugin-creation",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:meta--process-creation",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:meta--skill-creation",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:meta--specialization-creation",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:meta--specialization-validator",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:software-architecture--adr-documentation",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:software-architecture--api-design-specification",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:software-architecture--atam-analysis",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:software-architecture--c4-model-documentation",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:software-architecture--cloud-architecture-design",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:software-architecture--data-architecture-design",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:software-architecture--ddd-strategic-modeling",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:software-architecture--devops-architecture-alignment",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:software-architecture--event-storming",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:software-architecture--evil-fallback-audit",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:software-architecture--here-be-dragons-audit",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:software-architecture--iac-review",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:software-architecture--microservices-decomposition",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:software-architecture--migration-strategy",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:software-architecture--observability-implementation",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:software-architecture--performance-optimization",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:software-architecture--quality-attributes-workshop",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:software-architecture--refactoring-plan",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:software-architecture--resilience-patterns",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:software-architecture--security-architecture-review",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:software-architecture--system-design-review",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:software-architecture--tech-stack-evaluation",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:software-architecture--adr-generator",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:software-architecture--api-mock-server",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:software-architecture--c4-diagram-generator",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:software-architecture--chaos-runner",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:software-architecture--cloud-cost-estimator",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:software-architecture--cloudformation-analyzer",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:software-architecture--code-complexity-analyzer",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:software-architecture--compliance-checker",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:software-architecture--dashboard-generator",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:software-architecture--db-query-analyzer",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:software-architecture--dependency-graph-generator",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:software-architecture--docs-site-generator",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:software-architecture--graphql-schema-generator",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:software-architecture--graphviz-renderer",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:software-architecture--k8s-validator",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:software-architecture--load-test-generator",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:software-architecture--log-schema-generator",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:software-architecture--markdown-processor",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:software-architecture--mermaid-renderer",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:software-architecture--metrics-schema-generator",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:software-architecture--openapi-generator",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:software-architecture--openapi-validator",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:software-architecture--performance-profiler",
"to": "specialization:software-architecture",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
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