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Agentic AI Atlas · Product Analytics
skill-area:product-analyticsa5c.ai
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SkillArea JSON

skill-area:product-analytics

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Product Analytics json

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

File · domain/skill-areas/skill-areas-product-ops.yamlCluster · domain
Record JSON
{
  "id": "skill-area:product-analytics",
  "_kind": "SkillArea",
  "_file": "domain/skill-areas/skill-areas-product-ops.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Product Analytics",
    "description": "Measuring and understanding how users interact with a product through event\ninstrumentation, funnel analysis, retention cohorts, and behavioral segmentation.\nProvides the quantitative foundation for product decisions, OKR tracking, and\nidentifying growth or quality opportunities within the data engineering ecosystem.\n",
    "domains": [
      "domain:data-science",
      "specialization:data-engineering-analytics"
    ],
    "expertiseLevels": [
      "intermediate",
      "expert"
    ]
  },
  "outgoingEdges": [
    {
      "from": "skill-area:product-analytics",
      "to": "domain:data-science",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:product-analytics",
      "to": "specialization:data-engineering-analytics",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    }
  ],
  "incomingEdges": [
    {
      "from": "skill-area:cohort-analysis",
      "to": "skill-area:product-analytics",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "helpful"
      }
    },
    {
      "from": "skill-area:experiment-design-AB-testing",
      "to": "skill-area:product-analytics",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "helpful"
      }
    },
    {
      "from": "skill-area:a-b-testing",
      "to": "skill-area:product-analytics",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "tool:optimizely",
      "to": "skill-area:product-analytics",
      "kind": "tool_used_by",
      "attributes": {}
    },
    {
      "from": "tool:segment",
      "to": "skill-area:product-analytics",
      "kind": "tool_used_by",
      "attributes": {}
    },
    {
      "from": "tool:mixpanel",
      "to": "skill-area:product-analytics",
      "kind": "tool_used_by",
      "attributes": {}
    },
    {
      "from": "tool:amplitude",
      "to": "skill-area:product-analytics",
      "kind": "tool_used_by",
      "attributes": {}
    },
    {
      "from": "tool:posthog",
      "to": "skill-area:product-analytics",
      "kind": "tool_used_by",
      "attributes": {}
    },
    {
      "from": "tool:heap",
      "to": "skill-area:product-analytics",
      "kind": "tool_used_by",
      "attributes": {}
    },
    {
      "from": "tool:google-analytics",
      "to": "skill-area:product-analytics",
      "kind": "tool_used_by",
      "attributes": {}
    },
    {
      "from": "tool:hotjar",
      "to": "skill-area:product-analytics",
      "kind": "tool_used_by",
      "attributes": {}
    },
    {
      "from": "tool:fullstory",
      "to": "skill-area:product-analytics",
      "kind": "tool_used_by",
      "attributes": {}
    },
    {
      "from": "lib-agent:product-management--customer-success-pm",
      "to": "skill-area:product-analytics",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:product-management--data-pm",
      "to": "skill-area:product-analytics",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:product-management--beta-program",
      "to": "skill-area:product-analytics",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:product-management--competitive-analysis",
      "to": "skill-area:product-analytics",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:product-management--conversion-funnel-analysis",
      "to": "skill-area:product-analytics",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:product-management--customer-advisory-board",
      "to": "skill-area:product-analytics",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:product-management--feature-definition-prd",
      "to": "skill-area:product-analytics",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:product-management--jtbd-analysis",
      "to": "skill-area:product-analytics",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:product-management--metrics-dashboard",
      "to": "skill-area:product-analytics",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:product-management--moscow-prioritization",
      "to": "skill-area:product-analytics",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:product-management--prd-to-spec",
      "to": "skill-area:product-analytics",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:product-management--product-council-review",
      "to": "skill-area:product-analytics",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:product-management--product-launch-gtm",
      "to": "skill-area:product-analytics",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:product-management--product-market-fit",
      "to": "skill-area:product-analytics",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:product-management--product-vision-strategy",
      "to": "skill-area:product-analytics",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:product-management--quarterly-roadmap",
      "to": "skill-area:product-analytics",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:product-management--retention-cohort-analysis",
      "to": "skill-area:product-analytics",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:product-management--rice-prioritization",
      "to": "skill-area:product-analytics",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:product-management--stakeholder-alignment",
      "to": "skill-area:product-analytics",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:product-management--task-to-prd",
      "to": "skill-area:product-analytics",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:product-management--user-story-mapping",
      "to": "skill-area:product-analytics",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:product-management--ab-test-design",
      "to": "skill-area:product-analytics",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:product-management--feature-flags",
      "to": "skill-area:product-analytics",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:product-management--feedback-aggregation",
      "to": "skill-area:product-analytics",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:product-management--prioritization-calculator",
      "to": "skill-area:product-analytics",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:product-management--product-analytics",
      "to": "skill-area:product-analytics",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:product-management--survey-design",
      "to": "skill-area:product-analytics",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "role:design-researcher",
      "to": "skill-area:product-analytics",
      "kind": "requires_expertise",
      "attributes": {}
    },
    {
      "from": "role:ai-product-manager",
      "to": "skill-area:product-analytics",
      "kind": "requires_expertise",
      "attributes": {}
    },
    {
      "from": "role:growth-engineer",
      "to": "skill-area:product-analytics",
      "kind": "requires_expertise",
      "attributes": {}
    },
    {
      "from": "workflow:user-research-cycle",
      "to": "skill-area:product-analytics",
      "kind": "requires_skill_area",
      "attributes": {}
    }
  ]
}

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