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Agentic AI Atlas · Product Management
specialization:product-managementa5c.ai
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Specialization JSON

specialization:product-management

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Product Management json

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

File · domain/specializations/specializations-additional.yamlCluster · domain
Record JSON
{
  "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"
    }
  ]
}

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