II.
Specialization JSON
Structured · livespecialization:product-management
Product Management json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "specialization:product-management",
"_kind": "Specialization",
"_file": "domain/specializations/specializations-additional.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Product Management",
"parentDomainId": "domain:project-management",
"description": "Strategic and tactical product management — discovery, prioritization,\nroadmap construction, stakeholder alignment, and metrics-driven iteration.\nCovers frameworks like RICE, ICE, and opportunity-solution trees; user\nresearch integration; competitive analysis; pricing strategy; and go-to-\nmarket coordination. Bridges business objectives with engineering\nexecution through well-defined requirements, acceptance criteria, and\ncontinuous product analytics feedback loops. Sourced from\nlibrary/specializations/product-management/.\n"
},
"outgoingEdges": [
{
"from": "specialization:product-management",
"to": "domain:project-management",
"kind": "specializes"
}
],
"incomingEdges": [
{
"from": "domain:project-management",
"to": "specialization:product-management",
"kind": "contains"
},
{
"from": "skill-area:user-segmentation",
"to": "specialization:product-management",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:cohort-analysis",
"to": "specialization:product-management",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:funnel-optimization",
"to": "specialization:product-management",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:retention-modeling",
"to": "specialization:product-management",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:pricing-experimentation",
"to": "specialization:product-management",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:paywall-design",
"to": "specialization:product-management",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:onboarding-flow-design",
"to": "specialization:product-management",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:notification-strategy",
"to": "specialization:product-management",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:in-app-messaging",
"to": "specialization:product-management",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:push-notification-strategy",
"to": "specialization:product-management",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:growth-engineering",
"to": "specialization:product-management",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:conversion-optimization",
"to": "specialization:product-management",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:customer-journey-mapping",
"to": "specialization:product-management",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:product-discovery",
"to": "specialization:product-management",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:roadmap-management",
"to": "specialization:product-management",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:prioritization-frameworks",
"to": "specialization:product-management",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "lib-agent:product-management--customer-success-pm",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:product-management--data-pm",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:product-management--growth-pm",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:product-management--gtm-strategist",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:product-management--jtbd-specialist",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:product-management--market-analyst",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:product-management--prioritization-expert",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:product-management--product-ops",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:product-management--product-strategist",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:product-management--requirements-analyst",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:product-management--stakeholder-manager",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:product-management--technical-pm",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:product-management--user-researcher",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:product-management--beta-program",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:product-management--competitive-analysis",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:product-management--conversion-funnel-analysis",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:product-management--customer-advisory-board",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:product-management--feature-definition-prd",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:product-management--jtbd-analysis",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:product-management--metrics-dashboard",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:product-management--moscow-prioritization",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:product-management--prd-to-spec",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:product-management--product-council-review",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:product-management--product-launch-gtm",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:product-management--product-market-fit",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:product-management--product-vision-strategy",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:product-management--quarterly-roadmap",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:product-management--retention-cohort-analysis",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:product-management--rice-prioritization",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:product-management--stakeholder-alignment",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:product-management--task-to-prd",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:product-management--user-story-mapping",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:product-management--ab-test-design",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:product-management--competitive-intel",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:product-management--feature-flags",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:product-management--feedback-aggregation",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:product-management--gtm-strategy",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:product-management--okr-planning",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:product-management--persona-development",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:product-management--prd-generator",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:product-management--prd-to-spec",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:product-management--prioritization-calculator",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:product-management--product-analytics",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:product-management--roadmap-viz",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:product-management--stakeholder-comms",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:product-management--survey-design",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:product-management--task-to-prd",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:product-management--user-research-synthesis",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:product-management--user-story-generator",
"to": "specialization:product-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "page:library-product-management",
"to": "specialization:product-management",
"kind": "documents"
}
]
}