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Agentic AI Atlas · Product Discovery
skill-area:product-discoverya5c.ai
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SkillArea JSON

skill-area:product-discovery

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Product Discovery json

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

File · domain/skill-areas/skill-areas-technical-depth.yamlCluster · domain
Record JSON
{
  "id": "skill-area:product-discovery",
  "_kind": "SkillArea",
  "_file": "domain/skill-areas/skill-areas-technical-depth.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Product Discovery",
    "description": "Systematic exploration of user needs and solution viability —\nopportunity-solution trees, assumption mapping, rapid prototyping,\nuser interviews, and experiment design. Bridges qualitative research\nwith quantitative validation to reduce product risk before committing\nengineering resources.\n",
    "domains": [
      "specialization:product-management"
    ],
    "expertiseLevels": [
      "intermediate",
      "expert"
    ]
  },
  "outgoingEdges": [
    {
      "from": "skill-area:product-discovery",
      "to": "specialization:product-management",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    }
  ],
  "incomingEdges": [
    {
      "from": "skill-area:customer-journey-mapping",
      "to": "skill-area:product-discovery",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "helpful"
      }
    },
    {
      "from": "skill-area:user-research",
      "to": "skill-area:product-discovery",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "lib-agent:product-management--jtbd-specialist",
      "to": "skill-area:product-discovery",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:product-management--requirements-analyst",
      "to": "skill-area:product-discovery",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:product-management--user-researcher",
      "to": "skill-area:product-discovery",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:shared--adversarial-spec-debates",
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      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
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      "to": "skill-area:product-discovery",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:shared--ccpm-orchestrator",
      "to": "skill-area:product-discovery",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:shared--ccpm-parallel-execution",
      "to": "skill-area:product-discovery",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:shared--ccpm-prd-workflow",
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      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
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      "attributes": {
        "weight": 0.7
      }
    },
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      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
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      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:shared--verify-work",
      "to": "skill-area:product-discovery",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:shared--impact-mapping",
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      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
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      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
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      "kind": "lib_requires_skill_area",
      "attributes": {
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      }
    },
    {
      "from": "lib-process:shared--maestro-orchestrator",
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      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:shared--metaswarm-design-review",
      "to": "skill-area:product-discovery",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:shared--pilot-shell-orchestrator",
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      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:shared--planning-execution",
      "to": "skill-area:product-discovery",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:shared--planning-orchestrator",
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      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:shared--planning-session",
      "to": "skill-area:product-discovery",
      "kind": "lib_requires_skill_area",
      "attributes": {
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      }
    },
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      "attributes": {
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    },
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      "attributes": {
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      }
    },
    {
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      "to": "skill-area:product-discovery",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
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      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
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      "to": "skill-area:product-discovery",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
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      "to": "skill-area:product-discovery",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
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      "to": "skill-area:product-discovery",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
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      "to": "skill-area:product-discovery",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:shared--subagent-driven-development",
      "to": "skill-area:product-discovery",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:shared--verification-before-completion",
      "to": "skill-area:product-discovery",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
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      "to": "skill-area:product-discovery",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
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      "to": "skill-area:product-discovery",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:customer-experience--csat-collection",
      "to": "skill-area:product-discovery",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
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      "to": "skill-area:product-discovery",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
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      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
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      "kind": "lib_requires_skill_area",
      "attributes": {
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      }
    },
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    },
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    },
    {
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      "to": "skill-area:product-discovery",
      "kind": "requires_skill_area",
      "attributes": {}
    }
  ]
}

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