II.
SkillArea JSON
Structured · liveskill-area:reference-docs
Reference Documentation json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "skill-area:reference-docs",
"_kind": "SkillArea",
"_file": "domain/skill-areas/skill-areas-docs-design.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Reference Documentation",
"description": "Authoring exhaustive reference docs — completeness, examples,\nversioning, and Diátaxis reference style.\n",
"domains": [
"specialization:technical-documentation"
],
"expertiseLevels": [
"intermediate",
"expert"
]
},
"outgoingEdges": [
{
"from": "skill-area:reference-docs",
"to": "specialization:technical-documentation",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
}
],
"incomingEdges": [
{
"from": "skill-area:developer-documentation",
"to": "skill-area:reference-docs",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "helpful"
}
},
{
"from": "skill-area:technical-documentation",
"to": "skill-area:reference-docs",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "skill:technical-writing",
"to": "skill-area:reference-docs",
"kind": "addresses",
"attributes": {}
},
{
"from": "skill:babysitter-help",
"to": "skill-area:reference-docs",
"kind": "addresses",
"attributes": {}
},
{
"from": "lib-agent:cli-mcp-development--cli-docs-writer",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:sdk-platform-development--dx-content-writer",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:technical-documentation--api-docs-specialist",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:technical-documentation--arch-docs-specialist",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:technical-documentation--compliance-docs-specialist",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:technical-documentation--info-architect",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:technical-documentation--tech-writer-expert",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--ruflo-intelligence",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:authoring--documenter",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:authoring--editorial-lifecycle",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:collaboration--pr-lifecycle-docs",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:communication--content-validator",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:communication--content-writer",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:knowledge-management--after-action-review",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:knowledge-management--best-practice-documentation",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:knowledge-management--chat-transcript-summarizer",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:knowledge-management--community-content-curation",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:knowledge-management--community-facilitation-engagement",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:knowledge-management--community-health-assessment",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:knowledge-management--community-of-practice-launch",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:knowledge-management--continuous-improvement-integration",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:knowledge-management--critical-knowledge-identification",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:knowledge-management--cross-functional-knowledge-exchange",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:knowledge-management--double-loop-learning",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:knowledge-management--enterprise-knowledge-base-architecture",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:knowledge-management--expert-directory-development",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:knowledge-management--expert-knowledge-elicitation",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:knowledge-management--expert-matching",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:knowledge-management--expertise-profiling",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:knowledge-management--knowledge-audit-assessment",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:knowledge-management--knowledge-base-content",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:knowledge-management--knowledge-base-quality-assurance",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:knowledge-management--knowledge-lifecycle-management",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:knowledge-management--knowledge-management-strategy",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:knowledge-management--knowledge-network-mapping",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:knowledge-management--knowledge-sharing-events",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:knowledge-management--knowledge-transfer-succession",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:knowledge-management--learning-from-failure",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:knowledge-management--learning-organization-assessment",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:knowledge-management--lessons-learned-documentation",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:knowledge-management--lessons-learned-integration",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:knowledge-management--mentoring-program-design",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:knowledge-management--mentoring-program",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:knowledge-management--onboarding-knowledge-transfer",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:knowledge-management--project-knowledge-capture",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:knowledge-management--reflection-retrospective",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:knowledge-management--search-optimization",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:knowledge-management--tacit-to-explicit-conversion",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:knowledge-management--taxonomy-metadata-governance",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:technical-documentation--adr-docs",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:technical-documentation--api-doc-generation",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:technical-documentation--api-reference-docs",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:technical-documentation--arch-docs-c4",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:technical-documentation--content-strategy",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:technical-documentation--data-model-docs",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:technical-documentation--docs-as-code-pipeline",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:technical-documentation--docs-audit",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:technical-documentation--docs-localization",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:technical-documentation--docs-pr-workflow",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:technical-documentation--docs-testing",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:technical-documentation--docs-versioning",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:technical-documentation--how-to-guides",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:technical-documentation--incident-docs",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:technical-documentation--interactive-tutorials",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:technical-documentation--knowledge-base-setup",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:technical-documentation--runbook-docs",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:technical-documentation--sdk-doc-generation",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:technical-documentation--style-guide-enforcement",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:technical-documentation--terminology-management",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:technical-documentation--user-guide-docs",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:sdk-platform-development--developer-portal-builder",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:sdk-platform-development--diataxis-doc-generator",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:technical-documentation--asyncapi-docs",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:technical-documentation--confluence-docs",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:technical-documentation--gitbook-notion",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:technical-documentation--markdown-mdx",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:technical-documentation--openapi-swagger",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:technical-documentation--readme-platform",
"to": "skill-area:reference-docs",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "role:devrel",
"to": "skill-area:reference-docs",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "role:explorer",
"to": "skill-area:reference-docs",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "role:changelog-writer",
"to": "skill-area:reference-docs",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "role:adr-writer",
"to": "skill-area:reference-docs",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "role:technical-writer-convergent",
"to": "skill-area:reference-docs",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "role:product-owner",
"to": "skill-area:reference-docs",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "role:technical-writer",
"to": "skill-area:reference-docs",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "workflow:competitive-landscape-analysis",
"to": "skill-area:reference-docs",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:support-knowledge-article-creation",
"to": "skill-area:reference-docs",
"kind": "requires_skill_area",
"attributes": {}
}
]
}