iiRecord
Agentic AI Atlas · pmf-expert
lib-agent:entrepreneurship--pmf-experta5c.ai
II.
LibraryAgent JSON

lib-agent:entrepreneurship--pmf-expert

Structured · live

pmf-expert json

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

File · generated-library/agents.yamlCluster · generated-library
Record JSON
{
  "id": "lib-agent:entrepreneurship--pmf-expert",
  "_kind": "LibraryAgent",
  "_file": "generated-library/agents.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "pmf-expert",
    "description": "Product-market fit assessment and optimization specialist",
    "libraryPath": "library/specializations/domains/business/entrepreneurship/agents/pmf-expert/AGENT.md",
    "specialization": "entrepreneurship",
    "role": "Product Strategy Consultant",
    "expertise": [
      "Product-market fit signals",
      "PMF measurement frameworks",
      "Customer retention analysis",
      "Activation optimization",
      "Value proposition refinement",
      "Product-led growth readiness"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-agent:entrepreneurship--pmf-expert",
      "to": "skill-area:market-research",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:entrepreneurship--pmf-expert",
      "to": "skill-area:growth-strategy",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:entrepreneurship--pmf-expert",
      "to": "skill-area:business-model-design",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-agent:entrepreneurship--pmf-expert",
      "to": "domain:entrepreneurship",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:entrepreneurship--pmf-expert",
      "to": "role:product-manager",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:entrepreneurship--pmf-expert",
      "to": "role:strategic-planner",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:entrepreneurship--pmf-expert",
      "to": "role:business-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-agent:entrepreneurship--pmf-expert",
      "to": "workflow:product-discovery",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:entrepreneurship--pmf-expert",
      "to": "specialization:entrepreneurship",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    }
  ],
  "incomingEdges": []
}